From b4c54725ab42d7b292ca73a1adf16180dfea5938 Mon Sep 17 00:00:00 2001 From: tlento Date: Tue, 21 May 2024 17:46:44 -0700 Subject: [PATCH 1/7] Enable predicate pushdown for categorical dimension filters We now have the ability to push down filter predicates within the DataflowPlan. We start with categorical dimension filters, as they are the simplest. This change simply tracks the where filters applied at the measure node and pushes all of them down to the construction of the source node for evaluation. At this time a filter is eligible to be applied to the source node if it only contains references to categorical dimensions that originate from the same, singular semantic model definition that feeds into the source node in question. We do not support time dimensions at this time, as they can cause strange interactions with things like cumulative metrics, which could result in inappropriate input filtering that produces non-obviously censored metric results. We also do not support entities at this time, as entities may be defined in multiple semantic models and as such filters must be applied with more care to ensure we are correctly accounting for the entity link paths to the relevant source node, if any, when we apply the filter. The snapshot test changes for existing snapshots highlight the new behavior, while the added test snapshots demonstrate specific circumstances of interest. --- .../dataflow/builder/dataflow_plan_builder.py | 26 +- metricflow/plan_conversion/node_processor.py | 153 +- .../builder/test_predicate_pushdown.py | 11 +- .../test_distinct_values_plan__dfp_0.xml | 43 +- ..._distinct_values_plan_with_join__dfp_0.xml | 43 +- ...traint_with_reused_measure_plan__dfp_0.xml | 59 +- ...on_with_joined_where_constraint__plan0.sql | 425 ++-- ...ined_where_constraint__plan0_optimized.sql | 21 +- ...on_with_joined_where_constraint__plan0.xml | 1441 ++++++++----- .../DuckDB/test_nested_filters__plan0.sql | 1873 ++++++++++------- .../test_nested_filters__plan0_optimized.sql | 90 +- ...values_with_a_join_and_a_filter__plan0.sql | 336 +-- ...h_a_join_and_a_filter__plan0_optimized.sql | 24 +- ...values_with_a_join_and_a_filter__plan0.xml | 1032 +++++---- .../DuckDB/test_distinct_values__plan0.sql | 303 +-- .../test_distinct_values__plan0_optimized.sql | 14 +- ..._constraint_with_reused_measure__plan0.sql | 757 ++++--- ...t_with_reused_measure__plan0_optimized.sql | 36 +- ...aint_with_single_expr_and_alias__plan0.sql | 523 +++-- ...single_expr_and_alias__plan0_optimized.sql | 24 +- ...constrained_metric_not_combined__dfp_0.xml | 53 +- ...onstrained_metric_not_combined__dfpo_0.xml | 53 +- 22 files changed, 4423 insertions(+), 2917 deletions(-) diff --git a/metricflow/dataflow/builder/dataflow_plan_builder.py b/metricflow/dataflow/builder/dataflow_plan_builder.py index 4cf1afe3a5..807d851a9c 100644 --- a/metricflow/dataflow/builder/dataflow_plan_builder.py +++ b/metricflow/dataflow/builder/dataflow_plan_builder.py @@ -184,7 +184,9 @@ def _build_query_output_node( ) ) - predicate_pushdown_state = PredicatePushdownState(time_range_constraint=query_spec.time_range_constraint) + predicate_pushdown_state = PredicatePushdownState( + time_range_constraint=query_spec.time_range_constraint, where_filter_specs=query_level_filter_specs + ) return self._build_metrics_output_node( metric_specs=tuple( @@ -251,6 +253,7 @@ def _build_aggregated_conversion_node( disabled_pushdown_state = PredicatePushdownState.with_pushdown_disabled() time_range_only_pushdown_state = PredicatePushdownState( time_range_constraint=predicate_pushdown_state.time_range_constraint, + where_filter_specs=tuple(), pushdown_enabled_types=frozenset([PredicateInputType.TIME_RANGE_CONSTRAINT]), ) @@ -511,6 +514,11 @@ def _build_base_metric_output_node( ), descendent_filter_specs=metric_spec.filter_specs, ) + if predicate_pushdown_state.where_filter_pushdown_enabled: + predicate_pushdown_state = PredicatePushdownState.with_additional_where_filter_specs( + original_pushdown_state=predicate_pushdown_state, + additional_where_filter_specs=metric_input_measure_spec.filter_specs, + ) logger.info( f"For\n{indent(mf_pformat(metric_spec))}" @@ -568,6 +576,9 @@ def _build_derived_metric_output_node( # If metric is offset, we'll apply where constraint after offset to avoid removing values # unexpectedly. Time constraint will be applied by INNER JOINing to time spine. + # We may consider encapsulating this in pushdown state later, but as of this moment pushdown + # is about post-join to pre-join for dimension access, and relies on the builder to collect + # predicates from query and metric specs and make them available at measure level. if not metric_spec.has_time_offset: filter_specs.extend(metric_spec.filter_specs) @@ -751,7 +762,9 @@ def _build_plan_for_distinct_values(self, query_spec: MetricFlowQuerySpec) -> Da required_linkable_specs, _ = self.__get_required_and_extraneous_linkable_specs( queried_linkable_specs=query_spec.linkable_specs, filter_specs=query_level_filter_specs ) - predicate_pushdown_state = PredicatePushdownState(time_range_constraint=query_spec.time_range_constraint) + predicate_pushdown_state = PredicatePushdownState( + time_range_constraint=query_spec.time_range_constraint, where_filter_specs=query_level_filter_specs + ) dataflow_recipe = self._find_dataflow_recipe( linkable_spec_set=required_linkable_specs, predicate_pushdown_state=predicate_pushdown_state ) @@ -962,6 +975,15 @@ def _find_dataflow_recipe( metric_time_dimension_reference=self._metric_time_dimension_reference, ) ) + candidate_nodes_for_right_side_of_join = list( + node_processor.apply_matching_filter_predicates( + source_nodes=candidate_nodes_for_right_side_of_join, + predicate_pushdown_state=PredicatePushdownState.without_time_range_constraint( + original_pushdown_state=predicate_pushdown_state + ), + metric_time_dimension_reference=self._metric_time_dimension_reference, + ) + ) candidate_nodes_for_right_side_of_join = node_processor.remove_unnecessary_nodes( desired_linkable_specs=linkable_specs, diff --git a/metricflow/plan_conversion/node_processor.py b/metricflow/plan_conversion/node_processor.py index 9373cf0c66..240e537d58 100644 --- a/metricflow/plan_conversion/node_processor.py +++ b/metricflow/plan_conversion/node_processor.py @@ -1,17 +1,19 @@ from __future__ import annotations import dataclasses +import itertools import logging from enum import Enum -from typing import FrozenSet, List, Optional, Sequence, Set +from typing import Dict, FrozenSet, List, Optional, Sequence, Set from dbt_semantic_interfaces.enum_extension import assert_values_exhausted -from dbt_semantic_interfaces.references import EntityReference, TimeDimensionReference +from dbt_semantic_interfaces.references import EntityReference, SemanticModelReference, TimeDimensionReference from metricflow_semantics.filters.time_constraint import TimeRangeConstraint from metricflow_semantics.mf_logging.pretty_print import mf_pformat +from metricflow_semantics.model.semantics.linkable_element import LinkableElementType from metricflow_semantics.model.semantics.semantic_model_join_evaluator import MAX_JOIN_HOPS from metricflow_semantics.model.semantics.semantic_model_lookup import SemanticModelLookup -from metricflow_semantics.specs.spec_classes import LinkableInstanceSpec, LinklessEntitySpec +from metricflow_semantics.specs.spec_classes import LinkableInstanceSpec, LinklessEntitySpec, WhereFilterSpec from metricflow_semantics.specs.spec_set import group_specs_by_type from metricflow_semantics.specs.spec_set_transforms import ToElementNameSet from metricflow_semantics.sql.sql_join_type import SqlJoinType @@ -25,6 +27,7 @@ from metricflow.dataflow.nodes.filter_elements import FilterElementsNode from metricflow.dataflow.nodes.join_to_base import JoinDescription, JoinOnEntitiesNode from metricflow.dataflow.nodes.metric_time_transform import MetricTimeDimensionTransformNode +from metricflow.dataflow.nodes.where_filter import WhereConstraintNode from metricflow.validation.dataflow_join_validator import JoinDataflowOutputValidator logger = logging.getLogger(__name__) @@ -95,7 +98,10 @@ class PredicatePushdownState: """ time_range_constraint: Optional[TimeRangeConstraint] - pushdown_enabled_types: FrozenSet[PredicateInputType] = frozenset([PredicateInputType.TIME_RANGE_CONSTRAINT]) + where_filter_specs: Sequence[WhereFilterSpec] + pushdown_enabled_types: FrozenSet[PredicateInputType] = frozenset( + [PredicateInputType.TIME_RANGE_CONSTRAINT, PredicateInputType.CATEGORICAL_DIMENSION] + ) def __post_init__(self) -> None: """Validation to ensure pushdown states are configured correctly. @@ -107,13 +113,12 @@ def __post_init__(self) -> None: invalid_types: Set[PredicateInputType] = set() for input_type in self.pushdown_enabled_types: - if ( + if input_type is PredicateInputType.ENTITY or input_type is PredicateInputType.TIME_DIMENSION: + invalid_types.add(input_type) + elif ( input_type is PredicateInputType.CATEGORICAL_DIMENSION - or input_type is PredicateInputType.ENTITY - or input_type is PredicateInputType.TIME_DIMENSION + or input_type is PredicateInputType.TIME_RANGE_CONSTRAINT ): - invalid_types.add(input_type) - elif input_type is PredicateInputType.TIME_RANGE_CONSTRAINT: continue else: assert_values_exhausted(input_type) @@ -125,23 +130,24 @@ def __post_init__(self) -> None: f"for {self.pushdown_enabled_types}, which includes the following invalid types: {invalid_types}." ) - # TODO: Include where filter specs when they are added to this class time_range_constraint_is_valid = ( self.time_range_constraint is None or PredicateInputType.TIME_RANGE_CONSTRAINT in self.pushdown_enabled_types ) - assert time_range_constraint_is_valid, ( + where_filter_specs_are_valid = len(self.where_filter_specs) == 0 or self.where_filter_pushdown_enabled + assert time_range_constraint_is_valid and where_filter_specs_are_valid, ( "Invalid pushdown state configuration! Disabled pushdown state objects cannot have properties " "set that may lead to improper access and use in other contexts, as that can lead to unintended " "filtering operations in cases where these properties are accessed without appropriate checks against " - "pushdown configuration. The following properties should all have None values:\n" - f"time_range_constraint: {self.time_range_constraint}" + "pushdown configuration. The following properties should be None or empty:\n" + f"time_range_constraint: {self.time_range_constraint}\n" + f"where_filter_specs: {self.where_filter_specs}" ) @property def has_pushdown_potential(self) -> bool: """Returns whether or not pushdown is enabled for a type with predicate candidates in place.""" - return self.has_time_range_constraint_to_push_down + return self.has_time_range_constraint_to_push_down or self.has_where_filters_to_push_down @property def has_time_range_constraint_to_push_down(self) -> bool: @@ -156,6 +162,44 @@ def has_time_range_constraint_to_push_down(self) -> bool: and self.time_range_constraint is not None ) + @property + def has_where_filters_to_push_down(self) -> bool: + """Convenience accessor for checking if there are any where filters to push down.""" + return self.where_filter_pushdown_enabled and len(self.where_filter_specs) > 0 + + @property + def where_filter_pushdown_enabled(self) -> bool: + """Indicates whether or not pushdown is enabled for where filters.""" + return ( + PredicateInputType.CATEGORICAL_DIMENSION in self.pushdown_enabled_types + or PredicateInputType.ENTITY in self.pushdown_enabled_types + or PredicateInputType.TIME_DIMENSION in self.pushdown_enabled_types + ) + + @property + def pushdown_eligible_element_types(self) -> FrozenSet[LinkableElementType]: + """Set of linkable element types eligible for predicate pushdown. + + This converts from enabled PushdownInputTypes for checking if linkable elements in where filter specs are + eligible for pushdown. + """ + eligible_types: List[LinkableElementType] = [] + for enabled_type in self.pushdown_enabled_types: + if enabled_type is PredicateInputType.TIME_RANGE_CONSTRAINT: + pass + elif enabled_type is PredicateInputType.CATEGORICAL_DIMENSION: + eligible_types.append(LinkableElementType.DIMENSION) + elif enabled_type is PredicateInputType.TIME_DIMENSION or enabled_type is PredicateInputType.ENTITY: + # TODO: Remove as support for time dimensions and entities becomes available + raise NotImplementedError( + "Predicate pushdown is not currently supported for where filter predicates with time dimension or " + f"entity references, but this pushdown state is enabled for {enabled_type}." + ) + else: + assert_values_exhausted(enabled_type) + + return frozenset(eligible_types) + @staticmethod def with_time_range_constraint( original_pushdown_state: PredicatePushdownState, time_range_constraint: TimeRangeConstraint @@ -169,7 +213,9 @@ def with_time_range_constraint( {PredicateInputType.TIME_RANGE_CONSTRAINT} ) return PredicatePushdownState( - time_range_constraint=time_range_constraint, pushdown_enabled_types=pushdown_enabled_types + time_range_constraint=time_range_constraint, + pushdown_enabled_types=pushdown_enabled_types, + where_filter_specs=original_pushdown_state.where_filter_specs, ) @staticmethod @@ -180,7 +226,27 @@ def without_time_range_constraint( pushdown_enabled_types = original_pushdown_state.pushdown_enabled_types.difference( {PredicateInputType.TIME_RANGE_CONSTRAINT} ) - return PredicatePushdownState(time_range_constraint=None, pushdown_enabled_types=pushdown_enabled_types) + return PredicatePushdownState( + time_range_constraint=None, + pushdown_enabled_types=pushdown_enabled_types, + where_filter_specs=original_pushdown_state.where_filter_specs, + ) + + @staticmethod + def with_additional_where_filter_specs( + original_pushdown_state: PredicatePushdownState, additional_where_filter_specs: Sequence[WhereFilterSpec] + ) -> PredicatePushdownState: + """Factory method for adding additional WhereFilterSpecs for pushdown operations. + + This requires that the PushdownState allow for where filters - time range only or disabled states will + raise an exception, and must be checked externally. + """ + updated_where_specs = tuple(original_pushdown_state.where_filter_specs) + tuple(additional_where_filter_specs) + return PredicatePushdownState( + time_range_constraint=original_pushdown_state.time_range_constraint, + where_filter_specs=updated_where_specs, + pushdown_enabled_types=original_pushdown_state.pushdown_enabled_types, + ) @staticmethod def with_pushdown_disabled() -> PredicatePushdownState: @@ -194,6 +260,7 @@ def with_pushdown_disabled() -> PredicatePushdownState: return PredicatePushdownState( time_range_constraint=None, pushdown_enabled_types=frozenset(), + where_filter_specs=tuple(), ) @@ -240,6 +307,13 @@ def apply_matching_filter_predicates( time_range_constraint=predicate_pushdown_state.time_range_constraint, ) + if predicate_pushdown_state.has_where_filters_to_push_down: + source_nodes = self._add_where_constraint( + source_nodes=source_nodes, + where_filter_specs=predicate_pushdown_state.where_filter_specs, + enabled_element_types=predicate_pushdown_state.pushdown_eligible_element_types, + ) + return source_nodes def _add_time_range_constraint( @@ -272,6 +346,53 @@ def _add_time_range_constraint( processed_nodes.append(source_node) return processed_nodes + def _add_where_constraint( + self, + source_nodes: Sequence[DataflowPlanNode], + where_filter_specs: Sequence[WhereFilterSpec], + enabled_element_types: FrozenSet[LinkableElementType], + ) -> Sequence[DataflowPlanNode]: + """Processes where filter specs and evaluates their fitness for pushdown against the provided node set.""" + eligible_filter_specs_by_model: Dict[SemanticModelReference, Sequence[WhereFilterSpec]] = {} + for spec in where_filter_specs: + semantic_models = set( + itertools.chain.from_iterable( + [element.derived_from_semantic_models for element in spec.linkable_elements] + ) + ) + invalid_element_types = [ + element for element in spec.linkable_elements if element.element_type not in enabled_element_types + ] + if len(semantic_models) == 1 and len(invalid_element_types) == 0: + model = semantic_models.pop() + eligible_filter_specs_by_model[model] = tuple(eligible_filter_specs_by_model.get(model, tuple())) + ( + spec, + ) + + filtered_nodes: List[DataflowPlanNode] = [] + for source_node in source_nodes: + node_semantic_models = tuple(source_node.as_plan().source_semantic_models) + if len(node_semantic_models) == 1 and node_semantic_models[0] in eligible_filter_specs_by_model: + eligible_filter_specs = eligible_filter_specs_by_model[node_semantic_models[0]] + source_node_specs = self._node_data_set_resolver.get_output_data_set(source_node).instance_set.spec_set + matching_filter_specs = [ + filter_spec + for filter_spec in eligible_filter_specs + if all([spec in source_node_specs.linkable_specs for spec in filter_spec.linkable_specs]) + ] + if len(matching_filter_specs) == 0: + filtered_nodes.append(source_node) + continue + else: + where_constraint = WhereFilterSpec.merge_iterable(matching_filter_specs) + filtered_nodes.append( + WhereConstraintNode(parent_node=source_node, where_constraint=where_constraint) + ) + else: + filtered_nodes.append(source_node) + + return filtered_nodes + def _node_contains_entity( self, node: DataflowPlanNode, diff --git a/tests_metricflow/dataflow/builder/test_predicate_pushdown.py b/tests_metricflow/dataflow/builder/test_predicate_pushdown.py index ff385fe1b6..a3cc4e3e4b 100644 --- a/tests_metricflow/dataflow/builder/test_predicate_pushdown.py +++ b/tests_metricflow/dataflow/builder/test_predicate_pushdown.py @@ -9,9 +9,7 @@ @pytest.fixture def fully_enabled_pushdown_state() -> PredicatePushdownState: """Tests a valid configuration with all predicate properties set and pushdown fully enabled.""" - params = PredicatePushdownState( - time_range_constraint=TimeRangeConstraint.all_time(), - ) + params = PredicatePushdownState(time_range_constraint=TimeRangeConstraint.all_time(), where_filter_specs=tuple()) return params @@ -20,6 +18,7 @@ def test_time_range_pushdown_enabled_states(fully_enabled_pushdown_state: Predic time_range_only_state = PredicatePushdownState( time_range_constraint=TimeRangeConstraint.all_time(), pushdown_enabled_types=frozenset([PredicateInputType.TIME_RANGE_CONSTRAINT]), + where_filter_specs=tuple(), ) enabled_states = { @@ -39,4 +38,8 @@ def test_time_range_pushdown_enabled_states(fully_enabled_pushdown_state: Predic def test_invalid_disabled_pushdown_state() -> None: """Tests checks for invalid param configuration on disabled pushdown parameters.""" with pytest.raises(AssertionError, match="Disabled pushdown state objects cannot have properties set"): - PredicatePushdownState(time_range_constraint=TimeRangeConstraint.all_time(), pushdown_enabled_types=frozenset()) + PredicatePushdownState( + time_range_constraint=TimeRangeConstraint.all_time(), + pushdown_enabled_types=frozenset(), + where_filter_specs=tuple(), + ) diff --git a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan__dfp_0.xml b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan__dfp_0.xml index 790ffe2f20..89bcd919ce 100644 --- a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan__dfp_0.xml +++ b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan__dfp_0.xml @@ -25,7 +25,7 @@ - + @@ -53,11 +53,42 @@ - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan_with_join__dfp_0.xml b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan_with_join__dfp_0.xml index 7077e14d3d..53bb25b3bc 100644 --- a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan_with_join__dfp_0.xml +++ b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan_with_join__dfp_0.xml @@ -30,7 +30,7 @@ - + @@ -67,11 +67,42 @@ - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_measure_constraint_with_reused_measure_plan__dfp_0.xml b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_measure_constraint_with_reused_measure_plan__dfp_0.xml index dacb8f92cf..22504a678d 100644 --- a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_measure_constraint_with_reused_measure_plan__dfp_0.xml +++ b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_measure_constraint_with_reused_measure_plan__dfp_0.xml @@ -58,7 +58,7 @@ - + @@ -100,16 +100,53 @@ - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_dimension_with_joined_where_constraint__plan0.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_dimension_with_joined_where_constraint__plan0.sql index ed1028fb88..9b9dc5ff09 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_dimension_with_joined_where_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_dimension_with_joined_where_constraint__plan0.sql @@ -1,192 +1,253 @@ -- Pass Only Elements: ['user__home_state_latest',] SELECT - subq_4.user__home_state_latest + subq_7.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.user__home_state_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_0.ds__day AS ds__day - , subq_0.ds__week AS ds__week - , subq_0.ds__month AS ds__month - , subq_0.ds__quarter AS ds__quarter - , subq_0.ds__year AS ds__year - , subq_0.ds__extract_year AS ds__extract_year - , subq_0.ds__extract_quarter AS ds__extract_quarter - , subq_0.ds__extract_month AS ds__extract_month - , subq_0.ds__extract_day AS ds__extract_day - , subq_0.ds__extract_dow AS ds__extract_dow - , subq_0.ds__extract_doy AS ds__extract_doy - , subq_0.created_at__day AS created_at__day - , subq_0.created_at__week AS created_at__week - , subq_0.created_at__month AS created_at__month - , subq_0.created_at__quarter AS created_at__quarter - , subq_0.created_at__year AS created_at__year - , subq_0.created_at__extract_year AS created_at__extract_year - , subq_0.created_at__extract_quarter AS created_at__extract_quarter - , subq_0.created_at__extract_month AS created_at__extract_month - , subq_0.created_at__extract_day AS created_at__extract_day - , subq_0.created_at__extract_dow AS created_at__extract_dow - , subq_0.created_at__extract_doy AS created_at__extract_doy - , subq_0.listing__ds__day AS listing__ds__day - , subq_0.listing__ds__week AS listing__ds__week - , subq_0.listing__ds__month AS listing__ds__month - , subq_0.listing__ds__quarter AS listing__ds__quarter - , subq_0.listing__ds__year AS listing__ds__year - , subq_0.listing__ds__extract_year AS listing__ds__extract_year - , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_0.listing__ds__extract_month AS listing__ds__extract_month - , subq_0.listing__ds__extract_day AS listing__ds__extract_day - , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_0.listing__created_at__day AS listing__created_at__day - , subq_0.listing__created_at__week AS listing__created_at__week - , subq_0.listing__created_at__month AS listing__created_at__month - , subq_0.listing__created_at__quarter AS listing__created_at__quarter - , subq_0.listing__created_at__year AS listing__created_at__year - , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_0.listing AS listing - , subq_0.user AS user - , subq_0.listing__user AS listing__user - , subq_0.country_latest AS country_latest - , subq_0.is_lux_latest AS is_lux_latest - , subq_0.capacity_latest AS capacity_latest - , subq_0.listing__country_latest AS listing__country_latest - , subq_0.listing__is_lux_latest AS listing__is_lux_latest - , subq_0.listing__capacity_latest AS listing__capacity_latest - , subq_2.home_state_latest AS user__home_state_latest - , subq_0.listings AS listings - , subq_0.largest_listing AS largest_listing - , subq_0.smallest_listing AS smallest_listing + subq_3.ds__day AS ds__day + , subq_3.ds__week AS ds__week + , subq_3.ds__month AS ds__month + , subq_3.ds__quarter AS ds__quarter + , subq_3.ds__year AS ds__year + , subq_3.ds__extract_year AS ds__extract_year + , subq_3.ds__extract_quarter AS ds__extract_quarter + , subq_3.ds__extract_month AS ds__extract_month + , subq_3.ds__extract_day AS ds__extract_day + , subq_3.ds__extract_dow AS ds__extract_dow + , subq_3.ds__extract_doy AS ds__extract_doy + , subq_3.created_at__day AS created_at__day + , subq_3.created_at__week AS created_at__week + , subq_3.created_at__month AS created_at__month + , subq_3.created_at__quarter AS created_at__quarter + , subq_3.created_at__year AS created_at__year + , subq_3.created_at__extract_year AS created_at__extract_year + , subq_3.created_at__extract_quarter AS created_at__extract_quarter + , subq_3.created_at__extract_month AS created_at__extract_month + , subq_3.created_at__extract_day AS created_at__extract_day + , subq_3.created_at__extract_dow AS created_at__extract_dow + , subq_3.created_at__extract_doy AS created_at__extract_doy + , subq_3.listing__ds__day AS listing__ds__day + , subq_3.listing__ds__week AS listing__ds__week + , subq_3.listing__ds__month AS listing__ds__month + , subq_3.listing__ds__quarter AS listing__ds__quarter + , subq_3.listing__ds__year AS listing__ds__year + , subq_3.listing__ds__extract_year AS listing__ds__extract_year + , subq_3.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_3.listing__ds__extract_month AS listing__ds__extract_month + , subq_3.listing__ds__extract_day AS listing__ds__extract_day + , subq_3.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_3.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_3.listing__created_at__day AS listing__created_at__day + , subq_3.listing__created_at__week AS listing__created_at__week + , subq_3.listing__created_at__month AS listing__created_at__month + , subq_3.listing__created_at__quarter AS listing__created_at__quarter + , subq_3.listing__created_at__year AS listing__created_at__year + , subq_3.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_3.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_3.listing AS listing + , subq_3.user AS user + , subq_3.listing__user AS listing__user + , subq_3.country_latest AS country_latest + , subq_3.is_lux_latest AS is_lux_latest + , subq_3.capacity_latest AS capacity_latest + , subq_3.listing__country_latest AS listing__country_latest + , subq_3.listing__is_lux_latest AS listing__is_lux_latest + , subq_3.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_3.listings AS listings + , subq_3.largest_listing AS largest_listing + , subq_3.smallest_listing AS smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 + WHERE listing__country_latest = 'us' + ) subq_3 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_1.user - , subq_1.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -216,12 +277,12 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_1 - ) subq_2 + ) subq_4 + ) subq_5 ON - subq_0.user = subq_2.user - ) subq_3 + subq_3.user = subq_5.user + ) subq_6 WHERE listing__country_latest = 'us' -) subq_4 +) subq_7 GROUP BY - subq_4.user__home_state_latest + subq_7.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_dimension_with_joined_where_constraint__plan0_optimized.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_dimension_with_joined_where_constraint__plan0_optimized.sql index c4e57d3c86..f2ac976dac 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_dimension_with_joined_where_constraint__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_dimension_with_joined_where_constraint__plan0_optimized.sql @@ -5,14 +5,27 @@ SELECT FROM ( -- Join Standard Outputs SELECT - listings_latest_src_28000.country AS listing__country_latest + subq_9.listing__country_latest AS listing__country_latest , users_latest_src_28000.home_state_latest AS user__home_state_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 + FROM ( + -- Constrain Output with WHERE + SELECT + subq_8.user + , listing__country_latest + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + country AS listing__country_latest + , user_id AS user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_8 + WHERE listing__country_latest = 'us' + ) subq_9 FULL OUTER JOIN ***************************.dim_users_latest users_latest_src_28000 ON - listings_latest_src_28000.user_id = users_latest_src_28000.user_id -) subq_8 + subq_9.user = users_latest_src_28000.user_id +) subq_12 WHERE listing__country_latest = 'us' GROUP BY user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_dimension_with_joined_where_constraint__plan0.xml b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_dimension_with_joined_where_constraint__plan0.xml index a25452a9ea..a3e6bbb6dc 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_dimension_with_joined_where_constraint__plan0.xml +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_dimension_with_joined_where_constraint__plan0.xml @@ -1,668 +1,977 @@ - + - - + + - + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - - + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - + + + + + + + diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_nested_filters__plan0.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_nested_filters__plan0.sql index 4569d672d5..a54923e15b 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_nested_filters__plan0.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_nested_filters__plan0.sql @@ -8,317 +8,420 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_11.average_booking_value) AS average_booking_value - , MAX(subq_23.bookings) AS bookings - , MAX(subq_30.booking_value) AS booking_value + MAX(subq_30.average_booking_value) AS average_booking_value + , MAX(subq_43.bookings) AS bookings + , MAX(subq_51.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_10.average_booking_value + subq_29.average_booking_value FROM ( -- Aggregate Measures SELECT - AVG(subq_9.average_booking_value) AS average_booking_value + AVG(subq_28.average_booking_value) AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value',] SELECT - subq_8.average_booking_value + subq_27.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_7.booking__is_instant - , subq_7.listing__is_lux_latest - , subq_7.average_booking_value + subq_26.booking__is_instant + , subq_26.listing__is_lux_latest + , subq_26.average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_6.booking__is_instant - , subq_6.listing__is_lux_latest - , subq_6.average_booking_value + subq_25.booking__is_instant + , subq_25.listing__is_lux_latest + , subq_25.average_booking_value FROM ( -- Join Standard Outputs SELECT - subq_2.listing AS listing - , subq_2.booking__is_instant AS booking__is_instant - , subq_5.is_lux_latest AS listing__is_lux_latest - , subq_2.average_booking_value AS average_booking_value + subq_21.listing AS listing + , subq_21.booking__is_instant AS booking__is_instant + , subq_24.is_lux_latest AS listing__is_lux_latest + , subq_21.average_booking_value AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] SELECT - subq_1.listing - , subq_1.booking__is_instant - , subq_1.average_booking_value + subq_20.listing + , subq_20.booking__is_instant + , subq_20.average_booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_19.ds__day + , subq_19.ds__week + , subq_19.ds__month + , subq_19.ds__quarter + , subq_19.ds__year + , subq_19.ds__extract_year + , subq_19.ds__extract_quarter + , subq_19.ds__extract_month + , subq_19.ds__extract_day + , subq_19.ds__extract_dow + , subq_19.ds__extract_doy + , subq_19.ds_partitioned__day + , subq_19.ds_partitioned__week + , subq_19.ds_partitioned__month + , subq_19.ds_partitioned__quarter + , subq_19.ds_partitioned__year + , subq_19.ds_partitioned__extract_year + , subq_19.ds_partitioned__extract_quarter + , subq_19.ds_partitioned__extract_month + , subq_19.ds_partitioned__extract_day + , subq_19.ds_partitioned__extract_dow + , subq_19.ds_partitioned__extract_doy + , subq_19.paid_at__day + , subq_19.paid_at__week + , subq_19.paid_at__month + , subq_19.paid_at__quarter + , subq_19.paid_at__year + , subq_19.paid_at__extract_year + , subq_19.paid_at__extract_quarter + , subq_19.paid_at__extract_month + , subq_19.paid_at__extract_day + , subq_19.paid_at__extract_dow + , subq_19.paid_at__extract_doy + , subq_19.booking__ds__day + , subq_19.booking__ds__week + , subq_19.booking__ds__month + , subq_19.booking__ds__quarter + , subq_19.booking__ds__year + , subq_19.booking__ds__extract_year + , subq_19.booking__ds__extract_quarter + , subq_19.booking__ds__extract_month + , subq_19.booking__ds__extract_day + , subq_19.booking__ds__extract_dow + , subq_19.booking__ds__extract_doy + , subq_19.booking__ds_partitioned__day + , subq_19.booking__ds_partitioned__week + , subq_19.booking__ds_partitioned__month + , subq_19.booking__ds_partitioned__quarter + , subq_19.booking__ds_partitioned__year + , subq_19.booking__ds_partitioned__extract_year + , subq_19.booking__ds_partitioned__extract_quarter + , subq_19.booking__ds_partitioned__extract_month + , subq_19.booking__ds_partitioned__extract_day + , subq_19.booking__ds_partitioned__extract_dow + , subq_19.booking__ds_partitioned__extract_doy + , subq_19.booking__paid_at__day + , subq_19.booking__paid_at__week + , subq_19.booking__paid_at__month + , subq_19.booking__paid_at__quarter + , subq_19.booking__paid_at__year + , subq_19.booking__paid_at__extract_year + , subq_19.booking__paid_at__extract_quarter + , subq_19.booking__paid_at__extract_month + , subq_19.booking__paid_at__extract_day + , subq_19.booking__paid_at__extract_dow + , subq_19.booking__paid_at__extract_doy + , subq_19.metric_time__day + , subq_19.metric_time__week + , subq_19.metric_time__month + , subq_19.metric_time__quarter + , subq_19.metric_time__year + , subq_19.metric_time__extract_year + , subq_19.metric_time__extract_quarter + , subq_19.metric_time__extract_month + , subq_19.metric_time__extract_day + , subq_19.metric_time__extract_dow + , subq_19.metric_time__extract_doy + , subq_19.listing + , subq_19.guest + , subq_19.host + , subq_19.booking__listing + , subq_19.booking__guest + , subq_19.booking__host + , subq_19.is_instant + , subq_19.booking__is_instant + , subq_19.bookings + , subq_19.instant_bookings + , subq_19.booking_value + , subq_19.max_booking_value + , subq_19.min_booking_value + , subq_19.bookers + , subq_19.average_booking_value + , subq_19.referred_bookings + , subq_19.median_booking_value + , subq_19.booking_value_p99 + , subq_19.discrete_booking_value_p99 + , subq_19.approximate_continuous_booking_value_p99 + , subq_19.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_18.ds__day + , subq_18.ds__week + , subq_18.ds__month + , subq_18.ds__quarter + , subq_18.ds__year + , subq_18.ds__extract_year + , subq_18.ds__extract_quarter + , subq_18.ds__extract_month + , subq_18.ds__extract_day + , subq_18.ds__extract_dow + , subq_18.ds__extract_doy + , subq_18.ds_partitioned__day + , subq_18.ds_partitioned__week + , subq_18.ds_partitioned__month + , subq_18.ds_partitioned__quarter + , subq_18.ds_partitioned__year + , subq_18.ds_partitioned__extract_year + , subq_18.ds_partitioned__extract_quarter + , subq_18.ds_partitioned__extract_month + , subq_18.ds_partitioned__extract_day + , subq_18.ds_partitioned__extract_dow + , subq_18.ds_partitioned__extract_doy + , subq_18.paid_at__day + , subq_18.paid_at__week + , subq_18.paid_at__month + , subq_18.paid_at__quarter + , subq_18.paid_at__year + , subq_18.paid_at__extract_year + , subq_18.paid_at__extract_quarter + , subq_18.paid_at__extract_month + , subq_18.paid_at__extract_day + , subq_18.paid_at__extract_dow + , subq_18.paid_at__extract_doy + , subq_18.booking__ds__day + , subq_18.booking__ds__week + , subq_18.booking__ds__month + , subq_18.booking__ds__quarter + , subq_18.booking__ds__year + , subq_18.booking__ds__extract_year + , subq_18.booking__ds__extract_quarter + , subq_18.booking__ds__extract_month + , subq_18.booking__ds__extract_day + , subq_18.booking__ds__extract_dow + , subq_18.booking__ds__extract_doy + , subq_18.booking__ds_partitioned__day + , subq_18.booking__ds_partitioned__week + , subq_18.booking__ds_partitioned__month + , subq_18.booking__ds_partitioned__quarter + , subq_18.booking__ds_partitioned__year + , subq_18.booking__ds_partitioned__extract_year + , subq_18.booking__ds_partitioned__extract_quarter + , subq_18.booking__ds_partitioned__extract_month + , subq_18.booking__ds_partitioned__extract_day + , subq_18.booking__ds_partitioned__extract_dow + , subq_18.booking__ds_partitioned__extract_doy + , subq_18.booking__paid_at__day + , subq_18.booking__paid_at__week + , subq_18.booking__paid_at__month + , subq_18.booking__paid_at__quarter + , subq_18.booking__paid_at__year + , subq_18.booking__paid_at__extract_year + , subq_18.booking__paid_at__extract_quarter + , subq_18.booking__paid_at__extract_month + , subq_18.booking__paid_at__extract_day + , subq_18.booking__paid_at__extract_dow + , subq_18.booking__paid_at__extract_doy + , subq_18.ds__day AS metric_time__day + , subq_18.ds__week AS metric_time__week + , subq_18.ds__month AS metric_time__month + , subq_18.ds__quarter AS metric_time__quarter + , subq_18.ds__year AS metric_time__year + , subq_18.ds__extract_year AS metric_time__extract_year + , subq_18.ds__extract_quarter AS metric_time__extract_quarter + , subq_18.ds__extract_month AS metric_time__extract_month + , subq_18.ds__extract_day AS metric_time__extract_day + , subq_18.ds__extract_dow AS metric_time__extract_dow + , subq_18.ds__extract_doy AS metric_time__extract_doy + , subq_18.listing + , subq_18.guest + , subq_18.host + , subq_18.booking__listing + , subq_18.booking__guest + , subq_18.booking__host + , subq_18.is_instant + , subq_18.booking__is_instant + , subq_18.bookings + , subq_18.instant_bookings + , subq_18.booking_value + , subq_18.max_booking_value + , subq_18.min_booking_value + , subq_18.bookers + , subq_18.average_booking_value + , subq_18.referred_bookings + , subq_18.median_booking_value + , subq_18.booking_value_p99 + , subq_18.discrete_booking_value_p99 + , subq_18.approximate_continuous_booking_value_p99 + , subq_18.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_18 + ) subq_19 + WHERE booking__is_instant + ) subq_20 + ) subq_21 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_4.listing - , subq_4.is_lux_latest + subq_23.listing + , subq_23.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_22.ds__day + , subq_22.ds__week + , subq_22.ds__month + , subq_22.ds__quarter + , subq_22.ds__year + , subq_22.ds__extract_year + , subq_22.ds__extract_quarter + , subq_22.ds__extract_month + , subq_22.ds__extract_day + , subq_22.ds__extract_dow + , subq_22.ds__extract_doy + , subq_22.created_at__day + , subq_22.created_at__week + , subq_22.created_at__month + , subq_22.created_at__quarter + , subq_22.created_at__year + , subq_22.created_at__extract_year + , subq_22.created_at__extract_quarter + , subq_22.created_at__extract_month + , subq_22.created_at__extract_day + , subq_22.created_at__extract_dow + , subq_22.created_at__extract_doy + , subq_22.listing__ds__day + , subq_22.listing__ds__week + , subq_22.listing__ds__month + , subq_22.listing__ds__quarter + , subq_22.listing__ds__year + , subq_22.listing__ds__extract_year + , subq_22.listing__ds__extract_quarter + , subq_22.listing__ds__extract_month + , subq_22.listing__ds__extract_day + , subq_22.listing__ds__extract_dow + , subq_22.listing__ds__extract_doy + , subq_22.listing__created_at__day + , subq_22.listing__created_at__week + , subq_22.listing__created_at__month + , subq_22.listing__created_at__quarter + , subq_22.listing__created_at__year + , subq_22.listing__created_at__extract_year + , subq_22.listing__created_at__extract_quarter + , subq_22.listing__created_at__extract_month + , subq_22.listing__created_at__extract_day + , subq_22.listing__created_at__extract_dow + , subq_22.listing__created_at__extract_doy + , subq_22.ds__day AS metric_time__day + , subq_22.ds__week AS metric_time__week + , subq_22.ds__month AS metric_time__month + , subq_22.ds__quarter AS metric_time__quarter + , subq_22.ds__year AS metric_time__year + , subq_22.ds__extract_year AS metric_time__extract_year + , subq_22.ds__extract_quarter AS metric_time__extract_quarter + , subq_22.ds__extract_month AS metric_time__extract_month + , subq_22.ds__extract_day AS metric_time__extract_day + , subq_22.ds__extract_dow AS metric_time__extract_dow + , subq_22.ds__extract_doy AS metric_time__extract_doy + , subq_22.listing + , subq_22.user + , subq_22.listing__user + , subq_22.country_latest + , subq_22.is_lux_latest + , subq_22.capacity_latest + , subq_22.listing__country_latest + , subq_22.listing__is_lux_latest + , subq_22.listing__capacity_latest + , subq_22.listings + , subq_22.largest_listing + , subq_22.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -379,326 +482,429 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_22 + ) subq_23 + ) subq_24 ON - subq_2.listing = subq_5.listing - ) subq_6 - ) subq_7 + subq_21.listing = subq_24.listing + ) subq_25 + ) subq_26 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_8 - ) subq_9 - ) subq_10 - ) subq_11 + ) subq_27 + ) subq_28 + ) subq_29 + ) subq_30 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_22.bookings + subq_42.bookings FROM ( -- Aggregate Measures SELECT - SUM(subq_21.bookings) AS bookings + SUM(subq_41.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings',] SELECT - subq_20.bookings + subq_40.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_19.booking__is_instant - , subq_19.listing__is_lux_latest - , subq_19.bookings + subq_39.booking__is_instant + , subq_39.listing__is_lux_latest + , subq_39.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_18.booking__is_instant - , subq_18.listing__is_lux_latest - , subq_18.bookings + subq_38.booking__is_instant + , subq_38.listing__is_lux_latest + , subq_38.bookings FROM ( -- Join Standard Outputs SELECT - subq_14.listing AS listing - , subq_14.booking__is_instant AS booking__is_instant - , subq_17.is_lux_latest AS listing__is_lux_latest - , subq_14.bookings AS bookings + subq_34.listing AS listing + , subq_34.booking__is_instant AS booking__is_instant + , subq_37.is_lux_latest AS listing__is_lux_latest + , subq_34.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_13.listing - , subq_13.booking__is_instant - , subq_13.bookings + subq_33.listing + , subq_33.booking__is_instant + , subq_33.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_12.ds__day - , subq_12.ds__week - , subq_12.ds__month - , subq_12.ds__quarter - , subq_12.ds__year - , subq_12.ds__extract_year - , subq_12.ds__extract_quarter - , subq_12.ds__extract_month - , subq_12.ds__extract_day - , subq_12.ds__extract_dow - , subq_12.ds__extract_doy - , subq_12.ds_partitioned__day - , subq_12.ds_partitioned__week - , subq_12.ds_partitioned__month - , subq_12.ds_partitioned__quarter - , subq_12.ds_partitioned__year - , subq_12.ds_partitioned__extract_year - , subq_12.ds_partitioned__extract_quarter - , subq_12.ds_partitioned__extract_month - , subq_12.ds_partitioned__extract_day - , subq_12.ds_partitioned__extract_dow - , subq_12.ds_partitioned__extract_doy - , subq_12.paid_at__day - , subq_12.paid_at__week - , subq_12.paid_at__month - , subq_12.paid_at__quarter - , subq_12.paid_at__year - , subq_12.paid_at__extract_year - , subq_12.paid_at__extract_quarter - , subq_12.paid_at__extract_month - , subq_12.paid_at__extract_day - , subq_12.paid_at__extract_dow - , subq_12.paid_at__extract_doy - , subq_12.booking__ds__day - , subq_12.booking__ds__week - , subq_12.booking__ds__month - , subq_12.booking__ds__quarter - , subq_12.booking__ds__year - , subq_12.booking__ds__extract_year - , subq_12.booking__ds__extract_quarter - , subq_12.booking__ds__extract_month - , subq_12.booking__ds__extract_day - , subq_12.booking__ds__extract_dow - , subq_12.booking__ds__extract_doy - , subq_12.booking__ds_partitioned__day - , subq_12.booking__ds_partitioned__week - , subq_12.booking__ds_partitioned__month - , subq_12.booking__ds_partitioned__quarter - , subq_12.booking__ds_partitioned__year - , subq_12.booking__ds_partitioned__extract_year - , subq_12.booking__ds_partitioned__extract_quarter - , subq_12.booking__ds_partitioned__extract_month - , subq_12.booking__ds_partitioned__extract_day - , subq_12.booking__ds_partitioned__extract_dow - , subq_12.booking__ds_partitioned__extract_doy - , subq_12.booking__paid_at__day - , subq_12.booking__paid_at__week - , subq_12.booking__paid_at__month - , subq_12.booking__paid_at__quarter - , subq_12.booking__paid_at__year - , subq_12.booking__paid_at__extract_year - , subq_12.booking__paid_at__extract_quarter - , subq_12.booking__paid_at__extract_month - , subq_12.booking__paid_at__extract_day - , subq_12.booking__paid_at__extract_dow - , subq_12.booking__paid_at__extract_doy - , subq_12.ds__day AS metric_time__day - , subq_12.ds__week AS metric_time__week - , subq_12.ds__month AS metric_time__month - , subq_12.ds__quarter AS metric_time__quarter - , subq_12.ds__year AS metric_time__year - , subq_12.ds__extract_year AS metric_time__extract_year - , subq_12.ds__extract_quarter AS metric_time__extract_quarter - , subq_12.ds__extract_month AS metric_time__extract_month - , subq_12.ds__extract_day AS metric_time__extract_day - , subq_12.ds__extract_dow AS metric_time__extract_dow - , subq_12.ds__extract_doy AS metric_time__extract_doy - , subq_12.listing - , subq_12.guest - , subq_12.host - , subq_12.booking__listing - , subq_12.booking__guest - , subq_12.booking__host - , subq_12.is_instant - , subq_12.booking__is_instant - , subq_12.bookings - , subq_12.instant_bookings - , subq_12.booking_value - , subq_12.max_booking_value - , subq_12.min_booking_value - , subq_12.bookers - , subq_12.average_booking_value - , subq_12.referred_bookings - , subq_12.median_booking_value - , subq_12.booking_value_p99 - , subq_12.discrete_booking_value_p99 - , subq_12.approximate_continuous_booking_value_p99 - , subq_12.approximate_discrete_booking_value_p99 + subq_32.ds__day + , subq_32.ds__week + , subq_32.ds__month + , subq_32.ds__quarter + , subq_32.ds__year + , subq_32.ds__extract_year + , subq_32.ds__extract_quarter + , subq_32.ds__extract_month + , subq_32.ds__extract_day + , subq_32.ds__extract_dow + , subq_32.ds__extract_doy + , subq_32.ds_partitioned__day + , subq_32.ds_partitioned__week + , subq_32.ds_partitioned__month + , subq_32.ds_partitioned__quarter + , subq_32.ds_partitioned__year + , subq_32.ds_partitioned__extract_year + , subq_32.ds_partitioned__extract_quarter + , subq_32.ds_partitioned__extract_month + , subq_32.ds_partitioned__extract_day + , subq_32.ds_partitioned__extract_dow + , subq_32.ds_partitioned__extract_doy + , subq_32.paid_at__day + , subq_32.paid_at__week + , subq_32.paid_at__month + , subq_32.paid_at__quarter + , subq_32.paid_at__year + , subq_32.paid_at__extract_year + , subq_32.paid_at__extract_quarter + , subq_32.paid_at__extract_month + , subq_32.paid_at__extract_day + , subq_32.paid_at__extract_dow + , subq_32.paid_at__extract_doy + , subq_32.booking__ds__day + , subq_32.booking__ds__week + , subq_32.booking__ds__month + , subq_32.booking__ds__quarter + , subq_32.booking__ds__year + , subq_32.booking__ds__extract_year + , subq_32.booking__ds__extract_quarter + , subq_32.booking__ds__extract_month + , subq_32.booking__ds__extract_day + , subq_32.booking__ds__extract_dow + , subq_32.booking__ds__extract_doy + , subq_32.booking__ds_partitioned__day + , subq_32.booking__ds_partitioned__week + , subq_32.booking__ds_partitioned__month + , subq_32.booking__ds_partitioned__quarter + , subq_32.booking__ds_partitioned__year + , subq_32.booking__ds_partitioned__extract_year + , subq_32.booking__ds_partitioned__extract_quarter + , subq_32.booking__ds_partitioned__extract_month + , subq_32.booking__ds_partitioned__extract_day + , subq_32.booking__ds_partitioned__extract_dow + , subq_32.booking__ds_partitioned__extract_doy + , subq_32.booking__paid_at__day + , subq_32.booking__paid_at__week + , subq_32.booking__paid_at__month + , subq_32.booking__paid_at__quarter + , subq_32.booking__paid_at__year + , subq_32.booking__paid_at__extract_year + , subq_32.booking__paid_at__extract_quarter + , subq_32.booking__paid_at__extract_month + , subq_32.booking__paid_at__extract_day + , subq_32.booking__paid_at__extract_dow + , subq_32.booking__paid_at__extract_doy + , subq_32.metric_time__day + , subq_32.metric_time__week + , subq_32.metric_time__month + , subq_32.metric_time__quarter + , subq_32.metric_time__year + , subq_32.metric_time__extract_year + , subq_32.metric_time__extract_quarter + , subq_32.metric_time__extract_month + , subq_32.metric_time__extract_day + , subq_32.metric_time__extract_dow + , subq_32.metric_time__extract_doy + , subq_32.listing + , subq_32.guest + , subq_32.host + , subq_32.booking__listing + , subq_32.booking__guest + , subq_32.booking__host + , subq_32.is_instant + , subq_32.booking__is_instant + , subq_32.bookings + , subq_32.instant_bookings + , subq_32.booking_value + , subq_32.max_booking_value + , subq_32.min_booking_value + , subq_32.bookers + , subq_32.average_booking_value + , subq_32.referred_bookings + , subq_32.median_booking_value + , subq_32.booking_value_p99 + , subq_32.discrete_booking_value_p99 + , subq_32.approximate_continuous_booking_value_p99 + , subq_32.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_12 - ) subq_13 - ) subq_14 + subq_31.ds__day + , subq_31.ds__week + , subq_31.ds__month + , subq_31.ds__quarter + , subq_31.ds__year + , subq_31.ds__extract_year + , subq_31.ds__extract_quarter + , subq_31.ds__extract_month + , subq_31.ds__extract_day + , subq_31.ds__extract_dow + , subq_31.ds__extract_doy + , subq_31.ds_partitioned__day + , subq_31.ds_partitioned__week + , subq_31.ds_partitioned__month + , subq_31.ds_partitioned__quarter + , subq_31.ds_partitioned__year + , subq_31.ds_partitioned__extract_year + , subq_31.ds_partitioned__extract_quarter + , subq_31.ds_partitioned__extract_month + , subq_31.ds_partitioned__extract_day + , subq_31.ds_partitioned__extract_dow + , subq_31.ds_partitioned__extract_doy + , subq_31.paid_at__day + , subq_31.paid_at__week + , subq_31.paid_at__month + , subq_31.paid_at__quarter + , subq_31.paid_at__year + , subq_31.paid_at__extract_year + , subq_31.paid_at__extract_quarter + , subq_31.paid_at__extract_month + , subq_31.paid_at__extract_day + , subq_31.paid_at__extract_dow + , subq_31.paid_at__extract_doy + , subq_31.booking__ds__day + , subq_31.booking__ds__week + , subq_31.booking__ds__month + , subq_31.booking__ds__quarter + , subq_31.booking__ds__year + , subq_31.booking__ds__extract_year + , subq_31.booking__ds__extract_quarter + , subq_31.booking__ds__extract_month + , subq_31.booking__ds__extract_day + , subq_31.booking__ds__extract_dow + , subq_31.booking__ds__extract_doy + , subq_31.booking__ds_partitioned__day + , subq_31.booking__ds_partitioned__week + , subq_31.booking__ds_partitioned__month + , subq_31.booking__ds_partitioned__quarter + , subq_31.booking__ds_partitioned__year + , subq_31.booking__ds_partitioned__extract_year + , subq_31.booking__ds_partitioned__extract_quarter + , subq_31.booking__ds_partitioned__extract_month + , subq_31.booking__ds_partitioned__extract_day + , subq_31.booking__ds_partitioned__extract_dow + , subq_31.booking__ds_partitioned__extract_doy + , subq_31.booking__paid_at__day + , subq_31.booking__paid_at__week + , subq_31.booking__paid_at__month + , subq_31.booking__paid_at__quarter + , subq_31.booking__paid_at__year + , subq_31.booking__paid_at__extract_year + , subq_31.booking__paid_at__extract_quarter + , subq_31.booking__paid_at__extract_month + , subq_31.booking__paid_at__extract_day + , subq_31.booking__paid_at__extract_dow + , subq_31.booking__paid_at__extract_doy + , subq_31.ds__day AS metric_time__day + , subq_31.ds__week AS metric_time__week + , subq_31.ds__month AS metric_time__month + , subq_31.ds__quarter AS metric_time__quarter + , subq_31.ds__year AS metric_time__year + , subq_31.ds__extract_year AS metric_time__extract_year + , subq_31.ds__extract_quarter AS metric_time__extract_quarter + , subq_31.ds__extract_month AS metric_time__extract_month + , subq_31.ds__extract_day AS metric_time__extract_day + , subq_31.ds__extract_dow AS metric_time__extract_dow + , subq_31.ds__extract_doy AS metric_time__extract_doy + , subq_31.listing + , subq_31.guest + , subq_31.host + , subq_31.booking__listing + , subq_31.booking__guest + , subq_31.booking__host + , subq_31.is_instant + , subq_31.booking__is_instant + , subq_31.bookings + , subq_31.instant_bookings + , subq_31.booking_value + , subq_31.max_booking_value + , subq_31.min_booking_value + , subq_31.bookers + , subq_31.average_booking_value + , subq_31.referred_bookings + , subq_31.median_booking_value + , subq_31.booking_value_p99 + , subq_31.discrete_booking_value_p99 + , subq_31.approximate_continuous_booking_value_p99 + , subq_31.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_31 + ) subq_32 + WHERE booking__is_instant + ) subq_33 + ) subq_34 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_16.listing - , subq_16.is_lux_latest + subq_36.listing + , subq_36.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_15.ds__day - , subq_15.ds__week - , subq_15.ds__month - , subq_15.ds__quarter - , subq_15.ds__year - , subq_15.ds__extract_year - , subq_15.ds__extract_quarter - , subq_15.ds__extract_month - , subq_15.ds__extract_day - , subq_15.ds__extract_dow - , subq_15.ds__extract_doy - , subq_15.created_at__day - , subq_15.created_at__week - , subq_15.created_at__month - , subq_15.created_at__quarter - , subq_15.created_at__year - , subq_15.created_at__extract_year - , subq_15.created_at__extract_quarter - , subq_15.created_at__extract_month - , subq_15.created_at__extract_day - , subq_15.created_at__extract_dow - , subq_15.created_at__extract_doy - , subq_15.listing__ds__day - , subq_15.listing__ds__week - , subq_15.listing__ds__month - , subq_15.listing__ds__quarter - , subq_15.listing__ds__year - , subq_15.listing__ds__extract_year - , subq_15.listing__ds__extract_quarter - , subq_15.listing__ds__extract_month - , subq_15.listing__ds__extract_day - , subq_15.listing__ds__extract_dow - , subq_15.listing__ds__extract_doy - , subq_15.listing__created_at__day - , subq_15.listing__created_at__week - , subq_15.listing__created_at__month - , subq_15.listing__created_at__quarter - , subq_15.listing__created_at__year - , subq_15.listing__created_at__extract_year - , subq_15.listing__created_at__extract_quarter - , subq_15.listing__created_at__extract_month - , subq_15.listing__created_at__extract_day - , subq_15.listing__created_at__extract_dow - , subq_15.listing__created_at__extract_doy - , subq_15.ds__day AS metric_time__day - , subq_15.ds__week AS metric_time__week - , subq_15.ds__month AS metric_time__month - , subq_15.ds__quarter AS metric_time__quarter - , subq_15.ds__year AS metric_time__year - , subq_15.ds__extract_year AS metric_time__extract_year - , subq_15.ds__extract_quarter AS metric_time__extract_quarter - , subq_15.ds__extract_month AS metric_time__extract_month - , subq_15.ds__extract_day AS metric_time__extract_day - , subq_15.ds__extract_dow AS metric_time__extract_dow - , subq_15.ds__extract_doy AS metric_time__extract_doy - , subq_15.listing - , subq_15.user - , subq_15.listing__user - , subq_15.country_latest - , subq_15.is_lux_latest - , subq_15.capacity_latest - , subq_15.listing__country_latest - , subq_15.listing__is_lux_latest - , subq_15.listing__capacity_latest - , subq_15.listings - , subq_15.largest_listing - , subq_15.smallest_listing + subq_35.ds__day + , subq_35.ds__week + , subq_35.ds__month + , subq_35.ds__quarter + , subq_35.ds__year + , subq_35.ds__extract_year + , subq_35.ds__extract_quarter + , subq_35.ds__extract_month + , subq_35.ds__extract_day + , subq_35.ds__extract_dow + , subq_35.ds__extract_doy + , subq_35.created_at__day + , subq_35.created_at__week + , subq_35.created_at__month + , subq_35.created_at__quarter + , subq_35.created_at__year + , subq_35.created_at__extract_year + , subq_35.created_at__extract_quarter + , subq_35.created_at__extract_month + , subq_35.created_at__extract_day + , subq_35.created_at__extract_dow + , subq_35.created_at__extract_doy + , subq_35.listing__ds__day + , subq_35.listing__ds__week + , subq_35.listing__ds__month + , subq_35.listing__ds__quarter + , subq_35.listing__ds__year + , subq_35.listing__ds__extract_year + , subq_35.listing__ds__extract_quarter + , subq_35.listing__ds__extract_month + , subq_35.listing__ds__extract_day + , subq_35.listing__ds__extract_dow + , subq_35.listing__ds__extract_doy + , subq_35.listing__created_at__day + , subq_35.listing__created_at__week + , subq_35.listing__created_at__month + , subq_35.listing__created_at__quarter + , subq_35.listing__created_at__year + , subq_35.listing__created_at__extract_year + , subq_35.listing__created_at__extract_quarter + , subq_35.listing__created_at__extract_month + , subq_35.listing__created_at__extract_day + , subq_35.listing__created_at__extract_dow + , subq_35.listing__created_at__extract_doy + , subq_35.ds__day AS metric_time__day + , subq_35.ds__week AS metric_time__week + , subq_35.ds__month AS metric_time__month + , subq_35.ds__quarter AS metric_time__quarter + , subq_35.ds__year AS metric_time__year + , subq_35.ds__extract_year AS metric_time__extract_year + , subq_35.ds__extract_quarter AS metric_time__extract_quarter + , subq_35.ds__extract_month AS metric_time__extract_month + , subq_35.ds__extract_day AS metric_time__extract_day + , subq_35.ds__extract_dow AS metric_time__extract_dow + , subq_35.ds__extract_doy AS metric_time__extract_doy + , subq_35.listing + , subq_35.user + , subq_35.listing__user + , subq_35.country_latest + , subq_35.is_lux_latest + , subq_35.capacity_latest + , subq_35.listing__country_latest + , subq_35.listing__is_lux_latest + , subq_35.listing__capacity_latest + , subq_35.listings + , subq_35.largest_listing + , subq_35.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -759,240 +965,343 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_15 - ) subq_16 - ) subq_17 + ) subq_35 + ) subq_36 + ) subq_37 ON - subq_14.listing = subq_17.listing - ) subq_18 - ) subq_19 + subq_34.listing = subq_37.listing + ) subq_38 + ) subq_39 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_20 - ) subq_21 - ) subq_22 - ) subq_23 + ) subq_40 + ) subq_41 + ) subq_42 + ) subq_43 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_29.booking_value + subq_50.booking_value FROM ( -- Aggregate Measures SELECT - SUM(subq_28.booking_value) AS booking_value + SUM(subq_49.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value',] SELECT - subq_27.booking_value + subq_48.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_26.booking__is_instant - , subq_26.booking_value + subq_47.booking__is_instant + , subq_47.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - subq_25.booking__is_instant - , subq_25.booking_value + subq_46.booking__is_instant + , subq_46.booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_24.ds__day - , subq_24.ds__week - , subq_24.ds__month - , subq_24.ds__quarter - , subq_24.ds__year - , subq_24.ds__extract_year - , subq_24.ds__extract_quarter - , subq_24.ds__extract_month - , subq_24.ds__extract_day - , subq_24.ds__extract_dow - , subq_24.ds__extract_doy - , subq_24.ds_partitioned__day - , subq_24.ds_partitioned__week - , subq_24.ds_partitioned__month - , subq_24.ds_partitioned__quarter - , subq_24.ds_partitioned__year - , subq_24.ds_partitioned__extract_year - , subq_24.ds_partitioned__extract_quarter - , subq_24.ds_partitioned__extract_month - , subq_24.ds_partitioned__extract_day - , subq_24.ds_partitioned__extract_dow - , subq_24.ds_partitioned__extract_doy - , subq_24.paid_at__day - , subq_24.paid_at__week - , subq_24.paid_at__month - , subq_24.paid_at__quarter - , subq_24.paid_at__year - , subq_24.paid_at__extract_year - , subq_24.paid_at__extract_quarter - , subq_24.paid_at__extract_month - , subq_24.paid_at__extract_day - , subq_24.paid_at__extract_dow - , subq_24.paid_at__extract_doy - , subq_24.booking__ds__day - , subq_24.booking__ds__week - , subq_24.booking__ds__month - , subq_24.booking__ds__quarter - , subq_24.booking__ds__year - , subq_24.booking__ds__extract_year - , subq_24.booking__ds__extract_quarter - , subq_24.booking__ds__extract_month - , subq_24.booking__ds__extract_day - , subq_24.booking__ds__extract_dow - , subq_24.booking__ds__extract_doy - , subq_24.booking__ds_partitioned__day - , subq_24.booking__ds_partitioned__week - , subq_24.booking__ds_partitioned__month - , subq_24.booking__ds_partitioned__quarter - , subq_24.booking__ds_partitioned__year - , subq_24.booking__ds_partitioned__extract_year - , subq_24.booking__ds_partitioned__extract_quarter - , subq_24.booking__ds_partitioned__extract_month - , subq_24.booking__ds_partitioned__extract_day - , subq_24.booking__ds_partitioned__extract_dow - , subq_24.booking__ds_partitioned__extract_doy - , subq_24.booking__paid_at__day - , subq_24.booking__paid_at__week - , subq_24.booking__paid_at__month - , subq_24.booking__paid_at__quarter - , subq_24.booking__paid_at__year - , subq_24.booking__paid_at__extract_year - , subq_24.booking__paid_at__extract_quarter - , subq_24.booking__paid_at__extract_month - , subq_24.booking__paid_at__extract_day - , subq_24.booking__paid_at__extract_dow - , subq_24.booking__paid_at__extract_doy - , subq_24.ds__day AS metric_time__day - , subq_24.ds__week AS metric_time__week - , subq_24.ds__month AS metric_time__month - , subq_24.ds__quarter AS metric_time__quarter - , subq_24.ds__year AS metric_time__year - , subq_24.ds__extract_year AS metric_time__extract_year - , subq_24.ds__extract_quarter AS metric_time__extract_quarter - , subq_24.ds__extract_month AS metric_time__extract_month - , subq_24.ds__extract_day AS metric_time__extract_day - , subq_24.ds__extract_dow AS metric_time__extract_dow - , subq_24.ds__extract_doy AS metric_time__extract_doy - , subq_24.listing - , subq_24.guest - , subq_24.host - , subq_24.booking__listing - , subq_24.booking__guest - , subq_24.booking__host - , subq_24.is_instant - , subq_24.booking__is_instant - , subq_24.bookings - , subq_24.instant_bookings - , subq_24.booking_value - , subq_24.max_booking_value - , subq_24.min_booking_value - , subq_24.bookers - , subq_24.average_booking_value - , subq_24.referred_bookings - , subq_24.median_booking_value - , subq_24.booking_value_p99 - , subq_24.discrete_booking_value_p99 - , subq_24.approximate_continuous_booking_value_p99 - , subq_24.approximate_discrete_booking_value_p99 + subq_45.ds__day + , subq_45.ds__week + , subq_45.ds__month + , subq_45.ds__quarter + , subq_45.ds__year + , subq_45.ds__extract_year + , subq_45.ds__extract_quarter + , subq_45.ds__extract_month + , subq_45.ds__extract_day + , subq_45.ds__extract_dow + , subq_45.ds__extract_doy + , subq_45.ds_partitioned__day + , subq_45.ds_partitioned__week + , subq_45.ds_partitioned__month + , subq_45.ds_partitioned__quarter + , subq_45.ds_partitioned__year + , subq_45.ds_partitioned__extract_year + , subq_45.ds_partitioned__extract_quarter + , subq_45.ds_partitioned__extract_month + , subq_45.ds_partitioned__extract_day + , subq_45.ds_partitioned__extract_dow + , subq_45.ds_partitioned__extract_doy + , subq_45.paid_at__day + , subq_45.paid_at__week + , subq_45.paid_at__month + , subq_45.paid_at__quarter + , subq_45.paid_at__year + , subq_45.paid_at__extract_year + , subq_45.paid_at__extract_quarter + , subq_45.paid_at__extract_month + , subq_45.paid_at__extract_day + , subq_45.paid_at__extract_dow + , subq_45.paid_at__extract_doy + , subq_45.booking__ds__day + , subq_45.booking__ds__week + , subq_45.booking__ds__month + , subq_45.booking__ds__quarter + , subq_45.booking__ds__year + , subq_45.booking__ds__extract_year + , subq_45.booking__ds__extract_quarter + , subq_45.booking__ds__extract_month + , subq_45.booking__ds__extract_day + , subq_45.booking__ds__extract_dow + , subq_45.booking__ds__extract_doy + , subq_45.booking__ds_partitioned__day + , subq_45.booking__ds_partitioned__week + , subq_45.booking__ds_partitioned__month + , subq_45.booking__ds_partitioned__quarter + , subq_45.booking__ds_partitioned__year + , subq_45.booking__ds_partitioned__extract_year + , subq_45.booking__ds_partitioned__extract_quarter + , subq_45.booking__ds_partitioned__extract_month + , subq_45.booking__ds_partitioned__extract_day + , subq_45.booking__ds_partitioned__extract_dow + , subq_45.booking__ds_partitioned__extract_doy + , subq_45.booking__paid_at__day + , subq_45.booking__paid_at__week + , subq_45.booking__paid_at__month + , subq_45.booking__paid_at__quarter + , subq_45.booking__paid_at__year + , subq_45.booking__paid_at__extract_year + , subq_45.booking__paid_at__extract_quarter + , subq_45.booking__paid_at__extract_month + , subq_45.booking__paid_at__extract_day + , subq_45.booking__paid_at__extract_dow + , subq_45.booking__paid_at__extract_doy + , subq_45.metric_time__day + , subq_45.metric_time__week + , subq_45.metric_time__month + , subq_45.metric_time__quarter + , subq_45.metric_time__year + , subq_45.metric_time__extract_year + , subq_45.metric_time__extract_quarter + , subq_45.metric_time__extract_month + , subq_45.metric_time__extract_day + , subq_45.metric_time__extract_dow + , subq_45.metric_time__extract_doy + , subq_45.listing + , subq_45.guest + , subq_45.host + , subq_45.booking__listing + , subq_45.booking__guest + , subq_45.booking__host + , subq_45.is_instant + , subq_45.booking__is_instant + , subq_45.bookings + , subq_45.instant_bookings + , subq_45.booking_value + , subq_45.max_booking_value + , subq_45.min_booking_value + , subq_45.bookers + , subq_45.average_booking_value + , subq_45.referred_bookings + , subq_45.median_booking_value + , subq_45.booking_value_p99 + , subq_45.discrete_booking_value_p99 + , subq_45.approximate_continuous_booking_value_p99 + , subq_45.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_24 - ) subq_25 - ) subq_26 + subq_44.ds__day + , subq_44.ds__week + , subq_44.ds__month + , subq_44.ds__quarter + , subq_44.ds__year + , subq_44.ds__extract_year + , subq_44.ds__extract_quarter + , subq_44.ds__extract_month + , subq_44.ds__extract_day + , subq_44.ds__extract_dow + , subq_44.ds__extract_doy + , subq_44.ds_partitioned__day + , subq_44.ds_partitioned__week + , subq_44.ds_partitioned__month + , subq_44.ds_partitioned__quarter + , subq_44.ds_partitioned__year + , subq_44.ds_partitioned__extract_year + , subq_44.ds_partitioned__extract_quarter + , subq_44.ds_partitioned__extract_month + , subq_44.ds_partitioned__extract_day + , subq_44.ds_partitioned__extract_dow + , subq_44.ds_partitioned__extract_doy + , subq_44.paid_at__day + , subq_44.paid_at__week + , subq_44.paid_at__month + , subq_44.paid_at__quarter + , subq_44.paid_at__year + , subq_44.paid_at__extract_year + , subq_44.paid_at__extract_quarter + , subq_44.paid_at__extract_month + , subq_44.paid_at__extract_day + , subq_44.paid_at__extract_dow + , subq_44.paid_at__extract_doy + , subq_44.booking__ds__day + , subq_44.booking__ds__week + , subq_44.booking__ds__month + , subq_44.booking__ds__quarter + , subq_44.booking__ds__year + , subq_44.booking__ds__extract_year + , subq_44.booking__ds__extract_quarter + , subq_44.booking__ds__extract_month + , subq_44.booking__ds__extract_day + , subq_44.booking__ds__extract_dow + , subq_44.booking__ds__extract_doy + , subq_44.booking__ds_partitioned__day + , subq_44.booking__ds_partitioned__week + , subq_44.booking__ds_partitioned__month + , subq_44.booking__ds_partitioned__quarter + , subq_44.booking__ds_partitioned__year + , subq_44.booking__ds_partitioned__extract_year + , subq_44.booking__ds_partitioned__extract_quarter + , subq_44.booking__ds_partitioned__extract_month + , subq_44.booking__ds_partitioned__extract_day + , subq_44.booking__ds_partitioned__extract_dow + , subq_44.booking__ds_partitioned__extract_doy + , subq_44.booking__paid_at__day + , subq_44.booking__paid_at__week + , subq_44.booking__paid_at__month + , subq_44.booking__paid_at__quarter + , subq_44.booking__paid_at__year + , subq_44.booking__paid_at__extract_year + , subq_44.booking__paid_at__extract_quarter + , subq_44.booking__paid_at__extract_month + , subq_44.booking__paid_at__extract_day + , subq_44.booking__paid_at__extract_dow + , subq_44.booking__paid_at__extract_doy + , subq_44.ds__day AS metric_time__day + , subq_44.ds__week AS metric_time__week + , subq_44.ds__month AS metric_time__month + , subq_44.ds__quarter AS metric_time__quarter + , subq_44.ds__year AS metric_time__year + , subq_44.ds__extract_year AS metric_time__extract_year + , subq_44.ds__extract_quarter AS metric_time__extract_quarter + , subq_44.ds__extract_month AS metric_time__extract_month + , subq_44.ds__extract_day AS metric_time__extract_day + , subq_44.ds__extract_dow AS metric_time__extract_dow + , subq_44.ds__extract_doy AS metric_time__extract_doy + , subq_44.listing + , subq_44.guest + , subq_44.host + , subq_44.booking__listing + , subq_44.booking__guest + , subq_44.booking__host + , subq_44.is_instant + , subq_44.booking__is_instant + , subq_44.bookings + , subq_44.instant_bookings + , subq_44.booking_value + , subq_44.max_booking_value + , subq_44.min_booking_value + , subq_44.bookers + , subq_44.average_booking_value + , subq_44.referred_bookings + , subq_44.median_booking_value + , subq_44.booking_value_p99 + , subq_44.discrete_booking_value_p99 + , subq_44.approximate_continuous_booking_value_p99 + , subq_44.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_44 + ) subq_45 + WHERE booking__is_instant + ) subq_46 + ) subq_47 WHERE booking__is_instant - ) subq_27 - ) subq_28 - ) subq_29 - ) subq_30 - ) subq_31 -) subq_32 + ) subq_48 + ) subq_49 + ) subq_50 + ) subq_51 + ) subq_52 +) subq_53 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_nested_filters__plan0_optimized.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_nested_filters__plan0_optimized.sql index a73bfea928..a0fdc735bd 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_nested_filters__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_nested_filters__plan0_optimized.sql @@ -8,9 +8,9 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_44.average_booking_value) AS average_booking_value - , MAX(subq_56.bookings) AS bookings - , MAX(subq_63.booking_value) AS booking_value + MAX(subq_66.average_booking_value) AS average_booking_value + , MAX(subq_79.bookings) AS bookings + , MAX(subq_87.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value',] @@ -22,17 +22,34 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - bookings_source_src_28000.is_instant AS booking__is_instant + subq_57.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , bookings_source_src_28000.booking_value AS average_booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 + , subq_57.average_booking_value AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] + SELECT + listing + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_55 + WHERE booking__is_instant + ) subq_57 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - bookings_source_src_28000.listing_id = listings_latest_src_28000.listing_id - ) subq_40 + subq_57.listing = listings_latest_src_28000.listing_id + ) subq_62 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_44 + ) subq_66 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings',] @@ -44,26 +61,34 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_47.booking__is_instant AS booking__is_instant + subq_70.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_47.bookings AS bookings + , subq_70.bookings AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - listing_id AS listing - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_47 + listing + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_68 + WHERE booking__is_instant + ) subq_70 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_47.listing = listings_latest_src_28000.listing_id - ) subq_52 + subq_70.listing = listings_latest_src_28000.listing_id + ) subq_75 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_56 + ) subq_79 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value',] @@ -72,15 +97,22 @@ FROM ( SELECT SUM(booking_value) AS booking_value FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - is_instant AS booking__is_instant + booking__is_instant , booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_59 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + is_instant AS booking__is_instant + , booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_81 + WHERE booking__is_instant + ) subq_83 WHERE booking__is_instant - ) subq_63 - ) subq_64 -) subq_65 + ) subq_87 + ) subq_88 +) subq_89 diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/DuckDB/test_dimension_values_with_a_join_and_a_filter__plan0.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/DuckDB/test_dimension_values_with_a_join_and_a_filter__plan0.sql index d736ad0d03..77721d6e67 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/DuckDB/test_dimension_values_with_a_join_and_a_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/DuckDB/test_dimension_values_with_a_join_and_a_filter__plan0.sql @@ -1,127 +1,127 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest'] SELECT - subq_4.listing__is_lux_latest - , subq_4.user__home_state_latest + subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.user__home_state_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_0.ds__day AS ds__day - , subq_0.ds__week AS ds__week - , subq_0.ds__month AS ds__month - , subq_0.ds__quarter AS ds__quarter - , subq_0.ds__year AS ds__year - , subq_0.ds__extract_year AS ds__extract_year - , subq_0.ds__extract_quarter AS ds__extract_quarter - , subq_0.ds__extract_month AS ds__extract_month - , subq_0.ds__extract_day AS ds__extract_day - , subq_0.ds__extract_dow AS ds__extract_dow - , subq_0.ds__extract_doy AS ds__extract_doy - , subq_0.created_at__day AS created_at__day - , subq_0.created_at__week AS created_at__week - , subq_0.created_at__month AS created_at__month - , subq_0.created_at__quarter AS created_at__quarter - , subq_0.created_at__year AS created_at__year - , subq_0.created_at__extract_year AS created_at__extract_year - , subq_0.created_at__extract_quarter AS created_at__extract_quarter - , subq_0.created_at__extract_month AS created_at__extract_month - , subq_0.created_at__extract_day AS created_at__extract_day - , subq_0.created_at__extract_dow AS created_at__extract_dow - , subq_0.created_at__extract_doy AS created_at__extract_doy - , subq_0.listing__ds__day AS listing__ds__day - , subq_0.listing__ds__week AS listing__ds__week - , subq_0.listing__ds__month AS listing__ds__month - , subq_0.listing__ds__quarter AS listing__ds__quarter - , subq_0.listing__ds__year AS listing__ds__year - , subq_0.listing__ds__extract_year AS listing__ds__extract_year - , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_0.listing__ds__extract_month AS listing__ds__extract_month - , subq_0.listing__ds__extract_day AS listing__ds__extract_day - , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_0.listing__created_at__day AS listing__created_at__day - , subq_0.listing__created_at__week AS listing__created_at__week - , subq_0.listing__created_at__month AS listing__created_at__month - , subq_0.listing__created_at__quarter AS listing__created_at__quarter - , subq_0.listing__created_at__year AS listing__created_at__year - , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_0.listing AS listing - , subq_0.user AS user - , subq_0.listing__user AS listing__user - , subq_0.country_latest AS country_latest - , subq_0.is_lux_latest AS is_lux_latest - , subq_0.capacity_latest AS capacity_latest - , subq_0.listing__country_latest AS listing__country_latest - , subq_0.listing__is_lux_latest AS listing__is_lux_latest - , subq_0.listing__capacity_latest AS listing__capacity_latest - , subq_2.home_state_latest AS user__home_state_latest - , subq_0.listings AS listings - , subq_0.largest_listing AS largest_listing - , subq_0.smallest_listing AS smallest_listing + subq_2.ds__day AS ds__day + , subq_2.ds__week AS ds__week + , subq_2.ds__month AS ds__month + , subq_2.ds__quarter AS ds__quarter + , subq_2.ds__year AS ds__year + , subq_2.ds__extract_year AS ds__extract_year + , subq_2.ds__extract_quarter AS ds__extract_quarter + , subq_2.ds__extract_month AS ds__extract_month + , subq_2.ds__extract_day AS ds__extract_day + , subq_2.ds__extract_dow AS ds__extract_dow + , subq_2.ds__extract_doy AS ds__extract_doy + , subq_2.created_at__day AS created_at__day + , subq_2.created_at__week AS created_at__week + , subq_2.created_at__month AS created_at__month + , subq_2.created_at__quarter AS created_at__quarter + , subq_2.created_at__year AS created_at__year + , subq_2.created_at__extract_year AS created_at__extract_year + , subq_2.created_at__extract_quarter AS created_at__extract_quarter + , subq_2.created_at__extract_month AS created_at__extract_month + , subq_2.created_at__extract_day AS created_at__extract_day + , subq_2.created_at__extract_dow AS created_at__extract_dow + , subq_2.created_at__extract_doy AS created_at__extract_doy + , subq_2.listing__ds__day AS listing__ds__day + , subq_2.listing__ds__week AS listing__ds__week + , subq_2.listing__ds__month AS listing__ds__month + , subq_2.listing__ds__quarter AS listing__ds__quarter + , subq_2.listing__ds__year AS listing__ds__year + , subq_2.listing__ds__extract_year AS listing__ds__extract_year + , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_2.listing__ds__extract_month AS listing__ds__extract_month + , subq_2.listing__ds__extract_day AS listing__ds__extract_day + , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_2.listing__created_at__day AS listing__created_at__day + , subq_2.listing__created_at__week AS listing__created_at__week + , subq_2.listing__created_at__month AS listing__created_at__month + , subq_2.listing__created_at__quarter AS listing__created_at__quarter + , subq_2.listing__created_at__year AS listing__created_at__year + , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_2.listing AS listing + , subq_2.user AS user + , subq_2.listing__user AS listing__user + , subq_2.country_latest AS country_latest + , subq_2.is_lux_latest AS is_lux_latest + , subq_2.capacity_latest AS capacity_latest + , subq_2.listing__country_latest AS listing__country_latest + , subq_2.listing__is_lux_latest AS listing__is_lux_latest + , subq_2.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_2.listings AS listings + , subq_2.largest_listing AS largest_listing + , subq_2.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -182,48 +182,78 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + ) subq_2 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_1.user - , subq_1.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( - -- Read Elements From Semantic Model 'users_latest' + -- Constrain Output with WHERE SELECT - DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day - , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy - , users_latest_src_28000.home_state_latest - , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day - , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy - , users_latest_src_28000.home_state_latest AS user__home_state_latest - , users_latest_src_28000.user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_1 - ) subq_2 + subq_3.ds_latest__day + , subq_3.ds_latest__week + , subq_3.ds_latest__month + , subq_3.ds_latest__quarter + , subq_3.ds_latest__year + , subq_3.ds_latest__extract_year + , subq_3.ds_latest__extract_quarter + , subq_3.ds_latest__extract_month + , subq_3.ds_latest__extract_day + , subq_3.ds_latest__extract_dow + , subq_3.ds_latest__extract_doy + , subq_3.user__ds_latest__day + , subq_3.user__ds_latest__week + , subq_3.user__ds_latest__month + , subq_3.user__ds_latest__quarter + , subq_3.user__ds_latest__year + , subq_3.user__ds_latest__extract_year + , subq_3.user__ds_latest__extract_quarter + , subq_3.user__ds_latest__extract_month + , subq_3.user__ds_latest__extract_day + , subq_3.user__ds_latest__extract_dow + , subq_3.user__ds_latest__extract_doy + , subq_3.user + , subq_3.home_state_latest + , subq_3.user__home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + WHERE user__home_state_latest = 'us' + ) subq_4 + ) subq_5 ON - subq_0.user = subq_2.user - ) subq_3 + subq_2.user = subq_5.user + ) subq_6 WHERE user__home_state_latest = 'us' -) subq_4 +) subq_7 GROUP BY - subq_4.listing__is_lux_latest - , subq_4.user__home_state_latest + subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/DuckDB/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/DuckDB/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql index e54eaffeb6..c77b46c217 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/DuckDB/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/DuckDB/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql @@ -7,13 +7,27 @@ FROM ( -- Join Standard Outputs SELECT listings_latest_src_28000.is_lux AS listing__is_lux_latest - , users_latest_src_28000.home_state_latest AS user__home_state_latest + , subq_11.home_state_latest AS user__home_state_latest FROM ***************************.dim_listings_latest listings_latest_src_28000 - FULL OUTER JOIN - ***************************.dim_users_latest users_latest_src_28000 + FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_9.user + , home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + home_state_latest + , home_state_latest AS user__home_state_latest + , user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_9 + WHERE user__home_state_latest = 'us' + ) subq_11 ON - listings_latest_src_28000.user_id = users_latest_src_28000.user_id -) subq_8 + listings_latest_src_28000.user_id = subq_11.user +) subq_12 WHERE user__home_state_latest = 'us' GROUP BY listing__is_lux_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/test_dimension_values_with_a_join_and_a_filter__plan0.xml b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/test_dimension_values_with_a_join_and_a_filter__plan0.xml index ff2c1449de..de0e529736 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/test_dimension_values_with_a_join_and_a_filter__plan0.xml +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/test_dimension_values_with_a_join_and_a_filter__plan0.xml @@ -1,418 +1,428 @@ - + - + - - + + - + - + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - - + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - + + + + - - + + - + - + - + - + - + - + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - + - - - - - - - - - - + + + + + + + + + + - - + + @@ -660,149 +670,281 @@ - - - - - - - - + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_distinct_values__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_distinct_values__plan0.sql index cd3d4c172a..4fb1321801 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_distinct_values__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_distinct_values__plan0.sql @@ -1,134 +1,195 @@ -- Order By ['listing__country_latest'] Limit 100 SELECT - subq_2.listing__country_latest + subq_5.listing__country_latest FROM ( -- Pass Only Elements: ['listing__country_latest',] SELECT - subq_1.listing__country_latest + subq_4.listing__country_latest FROM ( -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.created_at__day - , subq_0.created_at__week - , subq_0.created_at__month - , subq_0.created_at__quarter - , subq_0.created_at__year - , subq_0.created_at__extract_year - , subq_0.created_at__extract_quarter - , subq_0.created_at__extract_month - , subq_0.created_at__extract_day - , subq_0.created_at__extract_dow - , subq_0.created_at__extract_doy - , subq_0.listing__ds__day - , subq_0.listing__ds__week - , subq_0.listing__ds__month - , subq_0.listing__ds__quarter - , subq_0.listing__ds__year - , subq_0.listing__ds__extract_year - , subq_0.listing__ds__extract_quarter - , subq_0.listing__ds__extract_month - , subq_0.listing__ds__extract_day - , subq_0.listing__ds__extract_dow - , subq_0.listing__ds__extract_doy - , subq_0.listing__created_at__day - , subq_0.listing__created_at__week - , subq_0.listing__created_at__month - , subq_0.listing__created_at__quarter - , subq_0.listing__created_at__year - , subq_0.listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month - , subq_0.listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy - , subq_0.listing - , subq_0.user - , subq_0.listing__user - , subq_0.country_latest - , subq_0.is_lux_latest - , subq_0.capacity_latest - , subq_0.listing__country_latest - , subq_0.listing__is_lux_latest - , subq_0.listing__capacity_latest - , subq_0.listings - , subq_0.largest_listing - , subq_0.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 + WHERE listing__country_latest = 'us' + ) subq_3 WHERE listing__country_latest = 'us' - ) subq_1 + ) subq_4 GROUP BY - subq_1.listing__country_latest -) subq_2 -ORDER BY subq_2.listing__country_latest DESC + subq_4.listing__country_latest +) subq_5 +ORDER BY subq_5.listing__country_latest DESC LIMIT 100 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_distinct_values__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_distinct_values__plan0_optimized.sql index 1653ada5bd..76e6591b6c 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_distinct_values__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_distinct_values__plan0_optimized.sql @@ -4,11 +4,17 @@ SELECT listing__country_latest FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - country AS listing__country_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 -) subq_3 + listing__country_latest + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + country AS listing__country_latest + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_6 + WHERE listing__country_latest = 'us' +) subq_7 WHERE listing__country_latest = 'us' GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_reused_measure__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_reused_measure__plan0.sql index b2323d92df..ec68f36116 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_reused_measure__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_reused_measure__plan0.sql @@ -1,359 +1,462 @@ -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , CAST(subq_12.booking_value_with_is_instant_constraint AS DOUBLE) / CAST(NULLIF(subq_12.booking_value, 0) AS DOUBLE) AS instant_booking_value_ratio + subq_19.metric_time__day + , CAST(subq_19.booking_value_with_is_instant_constraint AS DOUBLE) / CAST(NULLIF(subq_19.booking_value, 0) AS DOUBLE) AS instant_booking_value_ratio FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_6.metric_time__day, subq_11.metric_time__day) AS metric_time__day - , MAX(subq_6.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_11.booking_value) AS booking_value + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day + , MAX(subq_13.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_18.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_5.metric_time__day - , subq_5.booking_value AS booking_value_with_is_instant_constraint + subq_12.metric_time__day + , subq_12.booking_value AS booking_value_with_is_instant_constraint FROM ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.booking_value) AS booking_value + subq_11.metric_time__day + , SUM(subq_11.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.booking_value + subq_10.metric_time__day + , subq_10.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.booking_value + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.booking_value + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY - subq_4.metric_time__day - ) subq_5 - ) subq_6 + subq_11.metric_time__day + ) subq_12 + ) subq_13 FULL OUTER JOIN ( -- Compute Metrics via Expressions SELECT - subq_10.metric_time__day - , subq_10.booking_value + subq_17.metric_time__day + , subq_17.booking_value FROM ( -- Aggregate Measures SELECT - subq_9.metric_time__day - , SUM(subq_9.booking_value) AS booking_value + subq_16.metric_time__day + , SUM(subq_16.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking_value + subq_15.metric_time__day + , subq_15.booking_value FROM ( -- Metric Time Dimension 'ds' SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.ds__day AS metric_time__day - , subq_7.ds__week AS metric_time__week - , subq_7.ds__month AS metric_time__month - , subq_7.ds__quarter AS metric_time__quarter - , subq_7.ds__year AS metric_time__year - , subq_7.ds__extract_year AS metric_time__extract_year - , subq_7.ds__extract_quarter AS metric_time__extract_quarter - , subq_7.ds__extract_month AS metric_time__extract_month - , subq_7.ds__extract_day AS metric_time__extract_day - , subq_7.ds__extract_dow AS metric_time__extract_dow - , subq_7.ds__extract_doy AS metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.ds_partitioned__day + , subq_14.ds_partitioned__week + , subq_14.ds_partitioned__month + , subq_14.ds_partitioned__quarter + , subq_14.ds_partitioned__year + , subq_14.ds_partitioned__extract_year + , subq_14.ds_partitioned__extract_quarter + , subq_14.ds_partitioned__extract_month + , subq_14.ds_partitioned__extract_day + , subq_14.ds_partitioned__extract_dow + , subq_14.ds_partitioned__extract_doy + , subq_14.paid_at__day + , subq_14.paid_at__week + , subq_14.paid_at__month + , subq_14.paid_at__quarter + , subq_14.paid_at__year + , subq_14.paid_at__extract_year + , subq_14.paid_at__extract_quarter + , subq_14.paid_at__extract_month + , subq_14.paid_at__extract_day + , subq_14.paid_at__extract_dow + , subq_14.paid_at__extract_doy + , subq_14.booking__ds__day + , subq_14.booking__ds__week + , subq_14.booking__ds__month + , subq_14.booking__ds__quarter + , subq_14.booking__ds__year + , subq_14.booking__ds__extract_year + , subq_14.booking__ds__extract_quarter + , subq_14.booking__ds__extract_month + , subq_14.booking__ds__extract_day + , subq_14.booking__ds__extract_dow + , subq_14.booking__ds__extract_doy + , subq_14.booking__ds_partitioned__day + , subq_14.booking__ds_partitioned__week + , subq_14.booking__ds_partitioned__month + , subq_14.booking__ds_partitioned__quarter + , subq_14.booking__ds_partitioned__year + , subq_14.booking__ds_partitioned__extract_year + , subq_14.booking__ds_partitioned__extract_quarter + , subq_14.booking__ds_partitioned__extract_month + , subq_14.booking__ds_partitioned__extract_day + , subq_14.booking__ds_partitioned__extract_dow + , subq_14.booking__ds_partitioned__extract_doy + , subq_14.booking__paid_at__day + , subq_14.booking__paid_at__week + , subq_14.booking__paid_at__month + , subq_14.booking__paid_at__quarter + , subq_14.booking__paid_at__year + , subq_14.booking__paid_at__extract_year + , subq_14.booking__paid_at__extract_quarter + , subq_14.booking__paid_at__extract_month + , subq_14.booking__paid_at__extract_day + , subq_14.booking__paid_at__extract_dow + , subq_14.booking__paid_at__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.listing + , subq_14.guest + , subq_14.host + , subq_14.booking__listing + , subq_14.booking__guest + , subq_14.booking__host + , subq_14.is_instant + , subq_14.booking__is_instant + , subq_14.bookings + , subq_14.instant_bookings + , subq_14.booking_value + , subq_14.max_booking_value + , subq_14.min_booking_value + , subq_14.bookers + , subq_14.average_booking_value + , subq_14.referred_bookings + , subq_14.median_booking_value + , subq_14.booking_value_p99 + , subq_14.discrete_booking_value_p99 + , subq_14.approximate_continuous_booking_value_p99 + , subq_14.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -446,15 +549,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_7 - ) subq_8 - ) subq_9 + ) subq_14 + ) subq_15 + ) subq_16 GROUP BY - subq_9.metric_time__day - ) subq_10 - ) subq_11 + subq_16.metric_time__day + ) subq_17 + ) subq_18 ON - subq_6.metric_time__day = subq_11.metric_time__day + subq_13.metric_time__day = subq_18.metric_time__day GROUP BY - COALESCE(subq_6.metric_time__day, subq_11.metric_time__day) -) subq_12 + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) +) subq_19 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_reused_measure__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_reused_measure__plan0_optimized.sql index a465dac6f6..f0def82955 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_reused_measure__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_reused_measure__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_19.metric_time__day, subq_24.metric_time__day) AS metric_time__day - , MAX(subq_19.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_24.booking_value) AS booking_value + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day + , MAX(subq_27.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_32.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'metric_time__day'] @@ -17,19 +17,27 @@ FROM ( metric_time__day , SUM(booking_value) AS booking_value_with_is_instant_constraint FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant + metric_time__day + , booking__is_instant , booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_15 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_21 + WHERE booking__is_instant + ) subq_23 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_19 + ) subq_27 FULL OUTER JOIN ( -- Read Elements From Semantic Model 'bookings_source' -- Metric Time Dimension 'ds' @@ -42,9 +50,9 @@ FROM ( FROM ***************************.fct_bookings bookings_source_src_28000 GROUP BY DATE_TRUNC('day', ds) - ) subq_24 + ) subq_32 ON - subq_19.metric_time__day = subq_24.metric_time__day + subq_27.metric_time__day = subq_32.metric_time__day GROUP BY - COALESCE(subq_19.metric_time__day, subq_24.metric_time__day) -) subq_25 + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) +) subq_33 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_single_expr_and_alias__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_single_expr_and_alias__plan0.sql index 9182b35971..8e811be580 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_single_expr_and_alias__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_single_expr_and_alias__plan0.sql @@ -1,234 +1,337 @@ -- Compute Metrics via Expressions SELECT - subq_6.metric_time__day + subq_13.metric_time__day , delayed_bookings * 2 AS double_counted_delayed_bookings FROM ( -- Compute Metrics via Expressions SELECT - subq_5.metric_time__day - , subq_5.bookings AS delayed_bookings + subq_12.metric_time__day + , subq_12.bookings AS delayed_bookings FROM ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_11.metric_time__day + , SUM(subq_11.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_10.metric_time__day + , subq_10.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE NOT booking__is_instant + ) subq_8 + ) subq_9 WHERE NOT booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY - subq_4.metric_time__day - ) subq_5 -) subq_6 + subq_11.metric_time__day + ) subq_12 +) subq_13 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql index 3202b9915d..33436b83b6 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql @@ -11,16 +11,24 @@ FROM ( metric_time__day , SUM(bookings) AS delayed_bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_9 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_15 + WHERE NOT booking__is_instant + ) subq_17 WHERE NOT booking__is_instant GROUP BY metric_time__day -) subq_13 +) subq_21 diff --git a/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfp_0.xml b/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfp_0.xml index 25dd48aa97..6322c38d0e 100644 --- a/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfp_0.xml +++ b/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfp_0.xml @@ -46,7 +46,7 @@ - + @@ -86,16 +86,47 @@ - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfpo_0.xml b/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfpo_0.xml index c85ce86aca..4e478eb472 100644 --- a/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfpo_0.xml +++ b/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfpo_0.xml @@ -46,7 +46,7 @@ - + @@ -86,16 +86,47 @@ - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + From ef6fc8210901368113742173f3397bfecd25d50e Mon Sep 17 00:00:00 2001 From: tlento Date: Tue, 21 May 2024 18:38:00 -0700 Subject: [PATCH 2/7] Add predicate pushdown rendering tests --- .../simple_manifest/metrics.yaml | 6 +- .../test_predicate_pushdown_rendering.py | 163 +++++ ..._categorical_dimension_pushdown__plan0.sql | 387 +++++++++++ ...al_dimension_pushdown__plan0_optimized.sql | 33 + ...me_joined_categorical_dimension__plan0.sql | 651 ++++++++++++++++++ ...categorical_dimension__plan0_optimized.sql | 102 +++ ...re_source_categorical_dimension__plan0.sql | 563 +++++++++++++++ ...categorical_dimension__plan0_optimized.sql | 58 ++ ...me_joined_categorical_dimension__plan0.sql | 651 ++++++++++++++++++ ...categorical_dimension__plan0_optimized.sql | 102 +++ ..._categorical_dimension_pushdown__plan0.sql | 486 +++++++++++++ ...al_dimension_pushdown__plan0_optimized.sql | 40 ++ .../DuckDB/test_skipped_pushdown__plan0.sql | 387 +++++++++++ ...test_skipped_pushdown__plan0_optimized.sql | 33 + 14 files changed, 3660 insertions(+), 2 deletions(-) create mode 100644 tests_metricflow/query_rendering/test_predicate_pushdown_rendering.py create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_categorical_dimension_pushdown__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_distinct_filters_on_same_joined_categorical_dimension__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_distinct_filters_on_same_joined_categorical_dimension__plan0_optimized.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_single_categorical_dimension_pushdown__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_single_categorical_dimension_pushdown__plan0_optimized.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_skipped_pushdown__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_skipped_pushdown__plan0_optimized.sql diff --git a/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/simple_manifest/metrics.yaml b/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/simple_manifest/metrics.yaml index e8f6a3100e..877453249f 100644 --- a/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/simple_manifest/metrics.yaml +++ b/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/simple_manifest/metrics.yaml @@ -263,7 +263,8 @@ metric: name: instant_booking_fraction_of_max_value description: | Average instant booking value as a ratio of overall max booking value. - Tests constrained ratio measure. + Tests constrained ratio measure and predicate pushdown with different filters + on the same measure input. type: ratio type_params: numerator: @@ -331,7 +332,8 @@ metric: name: regional_starting_balance_ratios description: | First day account balance ratio of western vs eastern region starting balance ratios, - used to test interaction between semi-additive measures and measure constraints + used to test interaction between semi-additive measures and measure constraints, and + behavior of predicate pushdown when there are multiple filters on the same categorical dimension type: ratio type_params: numerator: diff --git a/tests_metricflow/query_rendering/test_predicate_pushdown_rendering.py b/tests_metricflow/query_rendering/test_predicate_pushdown_rendering.py new file mode 100644 index 0000000000..a7d4eb19bc --- /dev/null +++ b/tests_metricflow/query_rendering/test_predicate_pushdown_rendering.py @@ -0,0 +1,163 @@ +from __future__ import annotations + +import pytest +from _pytest.fixtures import FixtureRequest +from dbt_semantic_interfaces.implementations.filters.where_filter import PydanticWhereFilter +from metricflow_semantics.query.query_parser import MetricFlowQueryParser +from metricflow_semantics.test_helpers.config_helpers import MetricFlowTestConfiguration + +from metricflow.dataflow.builder.dataflow_plan_builder import DataflowPlanBuilder +from metricflow.plan_conversion.dataflow_to_sql import DataflowToSqlQueryPlanConverter +from metricflow.protocols.sql_client import SqlClient +from tests_metricflow.query_rendering.compare_rendered_query import convert_and_check + + +@pytest.mark.sql_engine_snapshot +def test_single_categorical_dimension_pushdown( + request: FixtureRequest, + mf_test_configuration: MetricFlowTestConfiguration, + dataflow_plan_builder: DataflowPlanBuilder, + query_parser: MetricFlowQueryParser, + dataflow_to_sql_converter: DataflowToSqlQueryPlanConverter, + sql_client: SqlClient, +) -> None: + """Tests rendering a query where we expect predicate pushdown for a single categorical dimension.""" + parsed_query = query_parser.parse_and_validate_query( + metric_names=("bookings",), + group_by_names=("listing__country_latest",), + where_constraint=PydanticWhereFilter( + where_sql_template="{{ Dimension('booking__is_instant') }}", + ), + ) + dataflow_plan = dataflow_plan_builder.build_plan(parsed_query.query_spec) + + convert_and_check( + request=request, + mf_test_configuration=mf_test_configuration, + dataflow_to_sql_converter=dataflow_to_sql_converter, + sql_client=sql_client, + node=dataflow_plan.sink_node, + ) + + +@pytest.mark.sql_engine_snapshot +def test_multiple_categorical_dimension_pushdown( + request: FixtureRequest, + mf_test_configuration: MetricFlowTestConfiguration, + dataflow_plan_builder: DataflowPlanBuilder, + query_parser: MetricFlowQueryParser, + dataflow_to_sql_converter: DataflowToSqlQueryPlanConverter, + sql_client: SqlClient, +) -> None: + """Tests rendering a query where we expect predicate pushdown for more than one categorical dimension.""" + parsed_query = query_parser.parse_and_validate_query( + metric_names=("bookings",), + group_by_names=("booking__is_instant",), + where_constraint=PydanticWhereFilter( + where_sql_template="{{ Dimension('listing__is_lux_latest') }} OR {{ Dimension('listing__capacity_latest') }} > 4", + ), + ) + dataflow_plan = dataflow_plan_builder.build_plan(parsed_query.query_spec) + + convert_and_check( + request=request, + mf_test_configuration=mf_test_configuration, + dataflow_to_sql_converter=dataflow_to_sql_converter, + sql_client=sql_client, + node=dataflow_plan.sink_node, + ) + + +@pytest.mark.sql_engine_snapshot +def test_multiple_different_filters_on_same_joined_categorical_dimension( + request: FixtureRequest, + mf_test_configuration: MetricFlowTestConfiguration, + dataflow_plan_builder: DataflowPlanBuilder, + query_parser: MetricFlowQueryParser, + dataflow_to_sql_converter: DataflowToSqlQueryPlanConverter, + sql_client: SqlClient, +) -> None: + """Tests rendering a query where multiple filters against the same joined dimension need to be an effective OR. + + This can be an issue where a derived metric takes in two filters that refer to the same joined-in categorical + dimension. If these filters are disjoint the predicate pushdown needs to ensure that all matching rows are + returned, so we cannot simply push one filter or the other down, nor can we push them down as an AND - they + must be an OR, since all relevant rows need to be returned to the requesting metrics. + """ + parsed_query = query_parser.parse_and_validate_query( + metric_names=("regional_starting_balance_ratios",), + ) + dataflow_plan = dataflow_plan_builder.build_plan(parsed_query.query_spec) + + convert_and_check( + request=request, + mf_test_configuration=mf_test_configuration, + dataflow_to_sql_converter=dataflow_to_sql_converter, + sql_client=sql_client, + node=dataflow_plan.sink_node, + ) + + +@pytest.mark.sql_engine_snapshot +def test_multiple_different_filters_on_same_measure_source_categorical_dimension( + request: FixtureRequest, + mf_test_configuration: MetricFlowTestConfiguration, + dataflow_plan_builder: DataflowPlanBuilder, + query_parser: MetricFlowQueryParser, + dataflow_to_sql_converter: DataflowToSqlQueryPlanConverter, + sql_client: SqlClient, +) -> None: + """Tests rendering a query where multiple filters against the same measure dimension need to be an effective OR. + + This can be an issue where a derived metric takes in two filters that refer to the same dimension from the input + measure source. If these filters are disjoint the predicate pushdown needs to ensure that all matching rows are + returned, so we cannot simply push one filter or the other down, nor can we push them down as an AND - they + must be an OR, since all relevant rows need to be returned to the requesting metrics. + """ + parsed_query = query_parser.parse_and_validate_query( + metric_names=("instant_booking_fraction_of_max_value",), + group_by_names=("metric_time",), + ) + dataflow_plan = dataflow_plan_builder.build_plan(parsed_query.query_spec) + + convert_and_check( + request=request, + mf_test_configuration=mf_test_configuration, + dataflow_to_sql_converter=dataflow_to_sql_converter, + sql_client=sql_client, + node=dataflow_plan.sink_node, + ) + + +@pytest.mark.sql_engine_snapshot +def test_skipped_pushdown( + request: FixtureRequest, + mf_test_configuration: MetricFlowTestConfiguration, + dataflow_plan_builder: DataflowPlanBuilder, + query_parser: MetricFlowQueryParser, + dataflow_to_sql_converter: DataflowToSqlQueryPlanConverter, + sql_client: SqlClient, +) -> None: + """Tests rendering a query where we expect to skip predicate pushdown because it is unsafe. + + This is the query rendering test for the scenarios where the push down evaluation indicates that we should + skip pushdown, typically due to a lack of certainty over whether or not the query will return the same results. + + The specific scenario is less important here than that it match one that should not be pushed down. + """ + parsed_query = query_parser.parse_and_validate_query( + metric_names=("bookings",), + group_by_names=("listing__country_latest",), + where_constraint=PydanticWhereFilter( + where_sql_template="{{ Dimension('booking__is_instant') }} OR {{ Dimension('listing__is_lux_latest') }}", + ), + ) + dataflow_plan = dataflow_plan_builder.build_plan(parsed_query.query_spec) + + convert_and_check( + request=request, + mf_test_configuration=mf_test_configuration, + dataflow_to_sql_converter=dataflow_to_sql_converter, + sql_client=sql_client, + node=dataflow_plan.sink_node, + ) diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_categorical_dimension_pushdown__plan0.sql new file mode 100644 index 0000000000..c864c9883c --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_categorical_dimension_pushdown__plan0.sql @@ -0,0 +1,387 @@ +-- Compute Metrics via Expressions +SELECT + subq_10.booking__is_instant + , subq_10.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_9.booking__is_instant + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant'] + SELECT + subq_8.booking__is_instant + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.booking__is_instant + , subq_7.listing__is_lux_latest + , subq_7.listing__capacity_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + SELECT + subq_6.booking__is_instant + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.listing AS listing + , subq_2.booking__is_instant AS booking__is_instant + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_5.capacity_latest AS listing__capacity_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_1.listing + , subq_1.booking__is_instant + , subq_1.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['is_lux_latest', 'capacity_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.is_lux_latest + , subq_4.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 + ) subq_8 + ) subq_9 + GROUP BY + subq_9.booking__is_instant +) subq_10 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..98cc26bb70 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql @@ -0,0 +1,33 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'booking__is_instant'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + booking__is_instant + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + SELECT + subq_13.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_13.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_13.listing = listings_latest_src_28000.listing_id +) subq_18 +WHERE listing__is_lux_latest OR listing__capacity_latest > 4 +GROUP BY + booking__is_instant diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..a4d7c09a3c --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql @@ -0,0 +1,651 @@ +-- Compute Metrics via Expressions +SELECT + CAST(subq_28.west_coast_balance_first_day AS DOUBLE) / CAST(NULLIF(subq_28.east_coast_balance_first_dat, 0) AS DOUBLE) AS regional_starting_balance_ratios +FROM ( + -- Combine Aggregated Outputs + SELECT + MAX(subq_13.west_coast_balance_first_day) AS west_coast_balance_first_day + , MAX(subq_27.east_coast_balance_first_dat) AS east_coast_balance_first_dat + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_12.total_account_balance_first_day AS west_coast_balance_first_day + FROM ( + -- Aggregate Measures + SELECT + SUM(subq_11.total_account_balance_first_day) AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day',] + SELECT + subq_10.total_account_balance_first_day + FROM ( + -- Join on MIN(ds) and [] grouping by None + SELECT + subq_7.ds__day AS ds__day + , subq_7.user__home_state_latest AS user__home_state_latest + , subq_7.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + subq_6.ds__day + , subq_6.user__home_state_latest + , subq_6.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_5.ds__day + , subq_5.user__home_state_latest + , subq_5.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_2.ds__day AS ds__day + , subq_2.user AS user + , subq_4.home_state_latest AS user__home_state_latest + , subq_2.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_1.ds__day + , subq_1.user + , subq_1.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.account__ds__day + , subq_0.account__ds__week + , subq_0.account__ds__month + , subq_0.account__ds__quarter + , subq_0.account__ds__year + , subq_0.account__ds__extract_year + , subq_0.account__ds__extract_quarter + , subq_0.account__ds__extract_month + , subq_0.account__ds__extract_day + , subq_0.account__ds__extract_dow + , subq_0.account__ds__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.user + , subq_0.account__user + , subq_0.account_type + , subq_0.account__account_type + , subq_0.account_balance + , subq_0.total_account_balance_first_day + , subq_0.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_3.user + , subq_3.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + ) subq_4 + ON + subq_2.user = subq_4.user + ) subq_5 + ) subq_6 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_7 + INNER JOIN ( + -- Filter row on MIN(ds__day) + SELECT + MIN(subq_8.ds__day) AS ds__day__complete + FROM ( + -- Constrain Output with WHERE + SELECT + subq_6.ds__day + , subq_6.user__home_state_latest + , subq_6.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_5.ds__day + , subq_5.user__home_state_latest + , subq_5.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_2.ds__day AS ds__day + , subq_2.user AS user + , subq_4.home_state_latest AS user__home_state_latest + , subq_2.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_1.ds__day + , subq_1.user + , subq_1.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.account__ds__day + , subq_0.account__ds__week + , subq_0.account__ds__month + , subq_0.account__ds__quarter + , subq_0.account__ds__year + , subq_0.account__ds__extract_year + , subq_0.account__ds__extract_quarter + , subq_0.account__ds__extract_month + , subq_0.account__ds__extract_day + , subq_0.account__ds__extract_dow + , subq_0.account__ds__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.user + , subq_0.account__user + , subq_0.account_type + , subq_0.account__account_type + , subq_0.account_balance + , subq_0.total_account_balance_first_day + , subq_0.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_3.user + , subq_3.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + ) subq_4 + ON + subq_2.user = subq_4.user + ) subq_5 + ) subq_6 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_8 + ) subq_9 + ON + subq_7.ds__day = subq_9.ds__day__complete + ) subq_10 + ) subq_11 + ) subq_12 + ) subq_13 + CROSS JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_26.total_account_balance_first_day AS east_coast_balance_first_dat + FROM ( + -- Aggregate Measures + SELECT + SUM(subq_25.total_account_balance_first_day) AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day',] + SELECT + subq_24.total_account_balance_first_day + FROM ( + -- Join on MIN(ds) and [] grouping by None + SELECT + subq_21.ds__day AS ds__day + , subq_21.user__home_state_latest AS user__home_state_latest + , subq_21.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + subq_20.ds__day + , subq_20.user__home_state_latest + , subq_20.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_19.ds__day + , subq_19.user__home_state_latest + , subq_19.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_16.ds__day AS ds__day + , subq_16.user AS user + , subq_18.home_state_latest AS user__home_state_latest + , subq_16.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_15.ds__day + , subq_15.user + , subq_15.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.account__ds__day + , subq_14.account__ds__week + , subq_14.account__ds__month + , subq_14.account__ds__quarter + , subq_14.account__ds__year + , subq_14.account__ds__extract_year + , subq_14.account__ds__extract_quarter + , subq_14.account__ds__extract_month + , subq_14.account__ds__extract_day + , subq_14.account__ds__extract_dow + , subq_14.account__ds__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.user + , subq_14.account__user + , subq_14.account_type + , subq_14.account__account_type + , subq_14.account_balance + , subq_14.total_account_balance_first_day + , subq_14.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_17.user + , subq_17.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_17 + ) subq_18 + ON + subq_16.user = subq_18.user + ) subq_19 + ) subq_20 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_21 + INNER JOIN ( + -- Filter row on MIN(ds__day) + SELECT + MIN(subq_22.ds__day) AS ds__day__complete + FROM ( + -- Constrain Output with WHERE + SELECT + subq_20.ds__day + , subq_20.user__home_state_latest + , subq_20.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_19.ds__day + , subq_19.user__home_state_latest + , subq_19.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_16.ds__day AS ds__day + , subq_16.user AS user + , subq_18.home_state_latest AS user__home_state_latest + , subq_16.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_15.ds__day + , subq_15.user + , subq_15.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.account__ds__day + , subq_14.account__ds__week + , subq_14.account__ds__month + , subq_14.account__ds__quarter + , subq_14.account__ds__year + , subq_14.account__ds__extract_year + , subq_14.account__ds__extract_quarter + , subq_14.account__ds__extract_month + , subq_14.account__ds__extract_day + , subq_14.account__ds__extract_dow + , subq_14.account__ds__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.user + , subq_14.account__user + , subq_14.account_type + , subq_14.account__account_type + , subq_14.account_balance + , subq_14.total_account_balance_first_day + , subq_14.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_17.user + , subq_17.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_17 + ) subq_18 + ON + subq_16.user = subq_18.user + ) subq_19 + ) subq_20 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_22 + ) subq_23 + ON + subq_21.ds__day = subq_23.ds__day__complete + ) subq_24 + ) subq_25 + ) subq_26 + ) subq_27 +) subq_28 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..44eac537d1 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,102 @@ +-- Combine Aggregated Outputs +-- Compute Metrics via Expressions +SELECT + CAST(MAX(subq_42.west_coast_balance_first_day) AS DOUBLE) / CAST(NULLIF(MAX(subq_56.east_coast_balance_first_dat), 0) AS DOUBLE) AS regional_starting_balance_ratios +FROM ( + -- Join on MIN(ds) and [] grouping by None + -- Pass Only Elements: ['total_account_balance_first_day',] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + SUM(subq_36.total_account_balance_first_day) AS west_coast_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + ds__day + , total_account_balance_first_day + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_35 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_36 + INNER JOIN ( + -- Constrain Output with WHERE + -- Filter row on MIN(ds__day) + SELECT + MIN(ds__day) AS ds__day__complete + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_35 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_38 + ON + subq_36.ds__day = subq_38.ds__day__complete +) subq_42 +CROSS JOIN ( + -- Join on MIN(ds) and [] grouping by None + -- Pass Only Elements: ['total_account_balance_first_day',] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + SUM(subq_50.total_account_balance_first_day) AS east_coast_balance_first_dat + FROM ( + -- Constrain Output with WHERE + SELECT + ds__day + , total_account_balance_first_day + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_49 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_50 + INNER JOIN ( + -- Constrain Output with WHERE + -- Filter row on MIN(ds__day) + SELECT + MIN(ds__day) AS ds__day__complete + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_49 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_52 + ON + subq_50.ds__day = subq_52.ds__day__complete +) subq_56 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..eba9260f92 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql @@ -0,0 +1,563 @@ +-- Compute Metrics via Expressions +SELECT + subq_19.metric_time__day + , CAST(subq_19.average_booking_value AS DOUBLE) / CAST(NULLIF(subq_19.max_booking_value, 0) AS DOUBLE) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day + , MAX(subq_13.average_booking_value) AS average_booking_value + , MAX(subq_18.max_booking_value) AS max_booking_value + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_12.metric_time__day + , subq_12.average_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_11.metric_time__day + , AVG(subq_11.average_booking_value) AS average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + SELECT + subq_10.metric_time__day + , subq_10.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 + WHERE booking__is_instant + ) subq_10 + ) subq_11 + GROUP BY + subq_11.metric_time__day + ) subq_12 + ) subq_13 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_17.metric_time__day + , subq_17.max_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_16.metric_time__day + , MAX(subq_16.max_booking_value) AS max_booking_value + FROM ( + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + SELECT + subq_15.metric_time__day + , subq_15.max_booking_value + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.ds_partitioned__day + , subq_14.ds_partitioned__week + , subq_14.ds_partitioned__month + , subq_14.ds_partitioned__quarter + , subq_14.ds_partitioned__year + , subq_14.ds_partitioned__extract_year + , subq_14.ds_partitioned__extract_quarter + , subq_14.ds_partitioned__extract_month + , subq_14.ds_partitioned__extract_day + , subq_14.ds_partitioned__extract_dow + , subq_14.ds_partitioned__extract_doy + , subq_14.paid_at__day + , subq_14.paid_at__week + , subq_14.paid_at__month + , subq_14.paid_at__quarter + , subq_14.paid_at__year + , subq_14.paid_at__extract_year + , subq_14.paid_at__extract_quarter + , subq_14.paid_at__extract_month + , subq_14.paid_at__extract_day + , subq_14.paid_at__extract_dow + , subq_14.paid_at__extract_doy + , subq_14.booking__ds__day + , subq_14.booking__ds__week + , subq_14.booking__ds__month + , subq_14.booking__ds__quarter + , subq_14.booking__ds__year + , subq_14.booking__ds__extract_year + , subq_14.booking__ds__extract_quarter + , subq_14.booking__ds__extract_month + , subq_14.booking__ds__extract_day + , subq_14.booking__ds__extract_dow + , subq_14.booking__ds__extract_doy + , subq_14.booking__ds_partitioned__day + , subq_14.booking__ds_partitioned__week + , subq_14.booking__ds_partitioned__month + , subq_14.booking__ds_partitioned__quarter + , subq_14.booking__ds_partitioned__year + , subq_14.booking__ds_partitioned__extract_year + , subq_14.booking__ds_partitioned__extract_quarter + , subq_14.booking__ds_partitioned__extract_month + , subq_14.booking__ds_partitioned__extract_day + , subq_14.booking__ds_partitioned__extract_dow + , subq_14.booking__ds_partitioned__extract_doy + , subq_14.booking__paid_at__day + , subq_14.booking__paid_at__week + , subq_14.booking__paid_at__month + , subq_14.booking__paid_at__quarter + , subq_14.booking__paid_at__year + , subq_14.booking__paid_at__extract_year + , subq_14.booking__paid_at__extract_quarter + , subq_14.booking__paid_at__extract_month + , subq_14.booking__paid_at__extract_day + , subq_14.booking__paid_at__extract_dow + , subq_14.booking__paid_at__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.listing + , subq_14.guest + , subq_14.host + , subq_14.booking__listing + , subq_14.booking__guest + , subq_14.booking__host + , subq_14.is_instant + , subq_14.booking__is_instant + , subq_14.bookings + , subq_14.instant_bookings + , subq_14.booking_value + , subq_14.max_booking_value + , subq_14.min_booking_value + , subq_14.bookers + , subq_14.average_booking_value + , subq_14.referred_bookings + , subq_14.median_booking_value + , subq_14.booking_value_p99 + , subq_14.discrete_booking_value_p99 + , subq_14.approximate_continuous_booking_value_p99 + , subq_14.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + GROUP BY + subq_16.metric_time__day + ) subq_17 + ) subq_18 + ON + subq_13.metric_time__day = subq_18.metric_time__day + GROUP BY + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) +) subq_19 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..111a82caa8 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,58 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__day + , CAST(average_booking_value AS DOUBLE) / CAST(NULLIF(max_booking_value, 0) AS DOUBLE) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day + , MAX(subq_27.average_booking_value) AS average_booking_value + , MAX(subq_32.max_booking_value) AS max_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + metric_time__day + , AVG(average_booking_value) AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + metric_time__day + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_21 + WHERE booking__is_instant + ) subq_23 + WHERE booking__is_instant + GROUP BY + metric_time__day + ) subq_27 + FULL OUTER JOIN ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , MAX(booking_value) AS max_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + GROUP BY + DATE_TRUNC('day', ds) + ) subq_32 + ON + subq_27.metric_time__day = subq_32.metric_time__day + GROUP BY + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) +) subq_33 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_distinct_filters_on_same_joined_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_distinct_filters_on_same_joined_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..a4d7c09a3c --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_distinct_filters_on_same_joined_categorical_dimension__plan0.sql @@ -0,0 +1,651 @@ +-- Compute Metrics via Expressions +SELECT + CAST(subq_28.west_coast_balance_first_day AS DOUBLE) / CAST(NULLIF(subq_28.east_coast_balance_first_dat, 0) AS DOUBLE) AS regional_starting_balance_ratios +FROM ( + -- Combine Aggregated Outputs + SELECT + MAX(subq_13.west_coast_balance_first_day) AS west_coast_balance_first_day + , MAX(subq_27.east_coast_balance_first_dat) AS east_coast_balance_first_dat + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_12.total_account_balance_first_day AS west_coast_balance_first_day + FROM ( + -- Aggregate Measures + SELECT + SUM(subq_11.total_account_balance_first_day) AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day',] + SELECT + subq_10.total_account_balance_first_day + FROM ( + -- Join on MIN(ds) and [] grouping by None + SELECT + subq_7.ds__day AS ds__day + , subq_7.user__home_state_latest AS user__home_state_latest + , subq_7.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + subq_6.ds__day + , subq_6.user__home_state_latest + , subq_6.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_5.ds__day + , subq_5.user__home_state_latest + , subq_5.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_2.ds__day AS ds__day + , subq_2.user AS user + , subq_4.home_state_latest AS user__home_state_latest + , subq_2.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_1.ds__day + , subq_1.user + , subq_1.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.account__ds__day + , subq_0.account__ds__week + , subq_0.account__ds__month + , subq_0.account__ds__quarter + , subq_0.account__ds__year + , subq_0.account__ds__extract_year + , subq_0.account__ds__extract_quarter + , subq_0.account__ds__extract_month + , subq_0.account__ds__extract_day + , subq_0.account__ds__extract_dow + , subq_0.account__ds__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.user + , subq_0.account__user + , subq_0.account_type + , subq_0.account__account_type + , subq_0.account_balance + , subq_0.total_account_balance_first_day + , subq_0.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_3.user + , subq_3.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + ) subq_4 + ON + subq_2.user = subq_4.user + ) subq_5 + ) subq_6 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_7 + INNER JOIN ( + -- Filter row on MIN(ds__day) + SELECT + MIN(subq_8.ds__day) AS ds__day__complete + FROM ( + -- Constrain Output with WHERE + SELECT + subq_6.ds__day + , subq_6.user__home_state_latest + , subq_6.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_5.ds__day + , subq_5.user__home_state_latest + , subq_5.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_2.ds__day AS ds__day + , subq_2.user AS user + , subq_4.home_state_latest AS user__home_state_latest + , subq_2.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_1.ds__day + , subq_1.user + , subq_1.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.account__ds__day + , subq_0.account__ds__week + , subq_0.account__ds__month + , subq_0.account__ds__quarter + , subq_0.account__ds__year + , subq_0.account__ds__extract_year + , subq_0.account__ds__extract_quarter + , subq_0.account__ds__extract_month + , subq_0.account__ds__extract_day + , subq_0.account__ds__extract_dow + , subq_0.account__ds__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.user + , subq_0.account__user + , subq_0.account_type + , subq_0.account__account_type + , subq_0.account_balance + , subq_0.total_account_balance_first_day + , subq_0.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_3.user + , subq_3.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + ) subq_4 + ON + subq_2.user = subq_4.user + ) subq_5 + ) subq_6 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_8 + ) subq_9 + ON + subq_7.ds__day = subq_9.ds__day__complete + ) subq_10 + ) subq_11 + ) subq_12 + ) subq_13 + CROSS JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_26.total_account_balance_first_day AS east_coast_balance_first_dat + FROM ( + -- Aggregate Measures + SELECT + SUM(subq_25.total_account_balance_first_day) AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day',] + SELECT + subq_24.total_account_balance_first_day + FROM ( + -- Join on MIN(ds) and [] grouping by None + SELECT + subq_21.ds__day AS ds__day + , subq_21.user__home_state_latest AS user__home_state_latest + , subq_21.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + subq_20.ds__day + , subq_20.user__home_state_latest + , subq_20.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_19.ds__day + , subq_19.user__home_state_latest + , subq_19.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_16.ds__day AS ds__day + , subq_16.user AS user + , subq_18.home_state_latest AS user__home_state_latest + , subq_16.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_15.ds__day + , subq_15.user + , subq_15.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.account__ds__day + , subq_14.account__ds__week + , subq_14.account__ds__month + , subq_14.account__ds__quarter + , subq_14.account__ds__year + , subq_14.account__ds__extract_year + , subq_14.account__ds__extract_quarter + , subq_14.account__ds__extract_month + , subq_14.account__ds__extract_day + , subq_14.account__ds__extract_dow + , subq_14.account__ds__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.user + , subq_14.account__user + , subq_14.account_type + , subq_14.account__account_type + , subq_14.account_balance + , subq_14.total_account_balance_first_day + , subq_14.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_17.user + , subq_17.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_17 + ) subq_18 + ON + subq_16.user = subq_18.user + ) subq_19 + ) subq_20 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_21 + INNER JOIN ( + -- Filter row on MIN(ds__day) + SELECT + MIN(subq_22.ds__day) AS ds__day__complete + FROM ( + -- Constrain Output with WHERE + SELECT + subq_20.ds__day + , subq_20.user__home_state_latest + , subq_20.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_19.ds__day + , subq_19.user__home_state_latest + , subq_19.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_16.ds__day AS ds__day + , subq_16.user AS user + , subq_18.home_state_latest AS user__home_state_latest + , subq_16.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_15.ds__day + , subq_15.user + , subq_15.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.account__ds__day + , subq_14.account__ds__week + , subq_14.account__ds__month + , subq_14.account__ds__quarter + , subq_14.account__ds__year + , subq_14.account__ds__extract_year + , subq_14.account__ds__extract_quarter + , subq_14.account__ds__extract_month + , subq_14.account__ds__extract_day + , subq_14.account__ds__extract_dow + , subq_14.account__ds__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.user + , subq_14.account__user + , subq_14.account_type + , subq_14.account__account_type + , subq_14.account_balance + , subq_14.total_account_balance_first_day + , subq_14.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_17.user + , subq_17.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_17 + ) subq_18 + ON + subq_16.user = subq_18.user + ) subq_19 + ) subq_20 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_22 + ) subq_23 + ON + subq_21.ds__day = subq_23.ds__day__complete + ) subq_24 + ) subq_25 + ) subq_26 + ) subq_27 +) subq_28 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_distinct_filters_on_same_joined_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_distinct_filters_on_same_joined_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..44eac537d1 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_distinct_filters_on_same_joined_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,102 @@ +-- Combine Aggregated Outputs +-- Compute Metrics via Expressions +SELECT + CAST(MAX(subq_42.west_coast_balance_first_day) AS DOUBLE) / CAST(NULLIF(MAX(subq_56.east_coast_balance_first_dat), 0) AS DOUBLE) AS regional_starting_balance_ratios +FROM ( + -- Join on MIN(ds) and [] grouping by None + -- Pass Only Elements: ['total_account_balance_first_day',] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + SUM(subq_36.total_account_balance_first_day) AS west_coast_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + ds__day + , total_account_balance_first_day + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_35 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_36 + INNER JOIN ( + -- Constrain Output with WHERE + -- Filter row on MIN(ds__day) + SELECT + MIN(ds__day) AS ds__day__complete + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_35 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_38 + ON + subq_36.ds__day = subq_38.ds__day__complete +) subq_42 +CROSS JOIN ( + -- Join on MIN(ds) and [] grouping by None + -- Pass Only Elements: ['total_account_balance_first_day',] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + SUM(subq_50.total_account_balance_first_day) AS east_coast_balance_first_dat + FROM ( + -- Constrain Output with WHERE + SELECT + ds__day + , total_account_balance_first_day + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_49 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_50 + INNER JOIN ( + -- Constrain Output with WHERE + -- Filter row on MIN(ds__day) + SELECT + MIN(ds__day) AS ds__day__complete + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_49 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_52 + ON + subq_50.ds__day = subq_52.ds__day__complete +) subq_56 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_single_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_single_categorical_dimension_pushdown__plan0.sql new file mode 100644 index 0000000000..5ef5778430 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_single_categorical_dimension_pushdown__plan0.sql @@ -0,0 +1,486 @@ +-- Compute Metrics via Expressions +SELECT + subq_17.listing__country_latest + , subq_17.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_16.listing__country_latest + , SUM(subq_16.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest'] + SELECT + subq_15.listing__country_latest + , subq_15.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_14.booking__is_instant + , subq_14.listing__country_latest + , subq_14.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] + SELECT + subq_13.booking__is_instant + , subq_13.listing__country_latest + , subq_13.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_9.listing AS listing + , subq_9.booking__is_instant AS booking__is_instant + , subq_12.country_latest AS listing__country_latest + , subq_9.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_8.listing + , subq_8.booking__is_instant + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['country_latest', 'listing'] + SELECT + subq_11.listing + , subq_11.country_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.created_at__day + , subq_10.created_at__week + , subq_10.created_at__month + , subq_10.created_at__quarter + , subq_10.created_at__year + , subq_10.created_at__extract_year + , subq_10.created_at__extract_quarter + , subq_10.created_at__extract_month + , subq_10.created_at__extract_day + , subq_10.created_at__extract_dow + , subq_10.created_at__extract_doy + , subq_10.listing__ds__day + , subq_10.listing__ds__week + , subq_10.listing__ds__month + , subq_10.listing__ds__quarter + , subq_10.listing__ds__year + , subq_10.listing__ds__extract_year + , subq_10.listing__ds__extract_quarter + , subq_10.listing__ds__extract_month + , subq_10.listing__ds__extract_day + , subq_10.listing__ds__extract_dow + , subq_10.listing__ds__extract_doy + , subq_10.listing__created_at__day + , subq_10.listing__created_at__week + , subq_10.listing__created_at__month + , subq_10.listing__created_at__quarter + , subq_10.listing__created_at__year + , subq_10.listing__created_at__extract_year + , subq_10.listing__created_at__extract_quarter + , subq_10.listing__created_at__extract_month + , subq_10.listing__created_at__extract_day + , subq_10.listing__created_at__extract_dow + , subq_10.listing__created_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.user + , subq_10.listing__user + , subq_10.country_latest + , subq_10.is_lux_latest + , subq_10.capacity_latest + , subq_10.listing__country_latest + , subq_10.listing__is_lux_latest + , subq_10.listing__capacity_latest + , subq_10.listings + , subq_10.largest_listing + , subq_10.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_10 + ) subq_11 + ) subq_12 + ON + subq_9.listing = subq_12.listing + ) subq_13 + ) subq_14 + WHERE booking__is_instant + ) subq_15 + ) subq_16 + GROUP BY + subq_16.listing__country_latest +) subq_17 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_single_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_single_categorical_dimension_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..b0a46663de --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_single_categorical_dimension_pushdown__plan0_optimized.sql @@ -0,0 +1,40 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'listing__country_latest'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + listing__country_latest + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] + SELECT + subq_21.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.country AS listing__country_latest + , subq_21.bookings AS bookings + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_19 + WHERE booking__is_instant + ) subq_21 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_21.listing = listings_latest_src_28000.listing_id +) subq_26 +WHERE booking__is_instant +GROUP BY + listing__country_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_skipped_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_skipped_pushdown__plan0.sql new file mode 100644 index 0000000000..a62b838b8c --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_skipped_pushdown__plan0.sql @@ -0,0 +1,387 @@ +-- Compute Metrics via Expressions +SELECT + subq_10.listing__country_latest + , subq_10.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_9.listing__country_latest + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest'] + SELECT + subq_8.listing__country_latest + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.booking__is_instant + , subq_7.listing__country_latest + , subq_7.listing__is_lux_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant', 'listing__is_lux_latest'] + SELECT + subq_6.booking__is_instant + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.listing AS listing + , subq_2.booking__is_instant AS booking__is_instant + , subq_5.country_latest AS listing__country_latest + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_1.listing + , subq_1.booking__is_instant + , subq_1.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['country_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.country_latest + , subq_4.is_lux_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE booking__is_instant OR listing__is_lux_latest + ) subq_8 + ) subq_9 + GROUP BY + subq_9.listing__country_latest +) subq_10 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_skipped_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_skipped_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..be31b01767 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_skipped_pushdown__plan0_optimized.sql @@ -0,0 +1,33 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'listing__country_latest'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + listing__country_latest + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant', 'listing__is_lux_latest'] + SELECT + subq_13.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , subq_13.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_13.listing = listings_latest_src_28000.listing_id +) subq_18 +WHERE booking__is_instant OR listing__is_lux_latest +GROUP BY + listing__country_latest From df901891b184755575d84fd56afad15c757172e1 Mon Sep 17 00:00:00 2001 From: tlento Date: Tue, 21 May 2024 20:22:27 -0700 Subject: [PATCH 3/7] Update SQL engine snapshots --- .../test_distinct_values_plan__dfp_0.xml | 2 +- ..._distinct_values_plan_with_join__dfp_0.xml | 2 +- ...traint_with_reused_measure_plan__dfp_0.xml | 2 +- ...on_with_joined_where_constraint__plan0.sql | 423 ++-- ...ined_where_constraint__plan0_optimized.sql | 21 +- ...on_with_joined_where_constraint__plan0.sql | 425 ++-- ...ined_where_constraint__plan0_optimized.sql | 21 +- ...on_with_joined_where_constraint__plan0.sql | 425 ++-- ...ined_where_constraint__plan0_optimized.sql | 21 +- ...on_with_joined_where_constraint__plan0.sql | 425 ++-- ...ined_where_constraint__plan0_optimized.sql | 21 +- ...on_with_joined_where_constraint__plan0.sql | 425 ++-- ...ined_where_constraint__plan0_optimized.sql | 21 +- ...on_with_joined_where_constraint__plan0.sql | 425 ++-- ...ined_where_constraint__plan0_optimized.sql | 21 +- .../BigQuery/test_nested_filters__plan0.sql | 1873 ++++++++++------- .../test_nested_filters__plan0_optimized.sql | 90 +- .../Databricks/test_nested_filters__plan0.sql | 1873 ++++++++++------- .../test_nested_filters__plan0_optimized.sql | 90 +- .../Postgres/test_nested_filters__plan0.sql | 1873 ++++++++++------- .../test_nested_filters__plan0_optimized.sql | 90 +- .../Redshift/test_nested_filters__plan0.sql | 1873 ++++++++++------- .../test_nested_filters__plan0_optimized.sql | 90 +- .../Snowflake/test_nested_filters__plan0.sql | 1873 ++++++++++------- .../test_nested_filters__plan0_optimized.sql | 90 +- .../Trino/test_nested_filters__plan0.sql | 1873 ++++++++++------- .../test_nested_filters__plan0_optimized.sql | 90 +- ...values_with_a_join_and_a_filter__plan0.sql | 332 +-- ...h_a_join_and_a_filter__plan0_optimized.sql | 24 +- ...values_with_a_join_and_a_filter__plan0.sql | 336 +-- ...h_a_join_and_a_filter__plan0_optimized.sql | 24 +- ...values_with_a_join_and_a_filter__plan0.sql | 336 +-- ...h_a_join_and_a_filter__plan0_optimized.sql | 24 +- ...values_with_a_join_and_a_filter__plan0.sql | 336 +-- ...h_a_join_and_a_filter__plan0_optimized.sql | 24 +- ...values_with_a_join_and_a_filter__plan0.sql | 336 +-- ...h_a_join_and_a_filter__plan0_optimized.sql | 24 +- ...values_with_a_join_and_a_filter__plan0.sql | 336 +-- ...h_a_join_and_a_filter__plan0_optimized.sql | 24 +- .../test_inner_query_single_hop__plan0.sql | 411 ++-- ...nner_query_single_hop__plan0_optimized.sql | 30 +- .../test_inner_query_single_hop__plan0.sql | 413 ++-- ...nner_query_single_hop__plan0_optimized.sql | 30 +- .../test_inner_query_single_hop__plan0.sql | 413 ++-- ...nner_query_single_hop__plan0_optimized.sql | 30 +- .../test_inner_query_single_hop__plan0.sql | 413 ++-- ...nner_query_single_hop__plan0_optimized.sql | 30 +- .../test_inner_query_single_hop__plan0.sql | 413 ++-- ...nner_query_single_hop__plan0_optimized.sql | 30 +- .../test_inner_query_single_hop__plan0.sql | 413 ++-- ...nner_query_single_hop__plan0_optimized.sql | 30 +- .../test_inner_query_single_hop__plan0.sql | 413 ++-- ...nner_query_single_hop__plan0_optimized.sql | 30 +- ..._categorical_dimension_pushdown__plan0.sql | 387 ++++ ...al_dimension_pushdown__plan0_optimized.sql | 33 + ...me_joined_categorical_dimension__plan0.sql | 651 ++++++ ...categorical_dimension__plan0_optimized.sql | 102 + ...re_source_categorical_dimension__plan0.sql | 563 +++++ ...categorical_dimension__plan0_optimized.sql | 58 + ..._categorical_dimension_pushdown__plan0.sql | 486 +++++ ...al_dimension_pushdown__plan0_optimized.sql | 40 + .../BigQuery/test_skipped_pushdown__plan0.sql | 387 ++++ ...test_skipped_pushdown__plan0_optimized.sql | 33 + ..._categorical_dimension_pushdown__plan0.sql | 387 ++++ ...al_dimension_pushdown__plan0_optimized.sql | 33 + ...me_joined_categorical_dimension__plan0.sql | 651 ++++++ ...categorical_dimension__plan0_optimized.sql | 102 + ...re_source_categorical_dimension__plan0.sql | 563 +++++ ...categorical_dimension__plan0_optimized.sql | 58 + ..._categorical_dimension_pushdown__plan0.sql | 486 +++++ ...al_dimension_pushdown__plan0_optimized.sql | 40 + .../test_skipped_pushdown__plan0.sql | 387 ++++ ...test_skipped_pushdown__plan0_optimized.sql | 33 + ..._categorical_dimension_pushdown__plan0.sql | 387 ++++ ...al_dimension_pushdown__plan0_optimized.sql | 33 + ...me_joined_categorical_dimension__plan0.sql | 651 ++++++ ...categorical_dimension__plan0_optimized.sql | 102 + ...re_source_categorical_dimension__plan0.sql | 563 +++++ ...categorical_dimension__plan0_optimized.sql | 58 + ..._categorical_dimension_pushdown__plan0.sql | 486 +++++ ...al_dimension_pushdown__plan0_optimized.sql | 40 + .../Postgres/test_skipped_pushdown__plan0.sql | 387 ++++ ...test_skipped_pushdown__plan0_optimized.sql | 33 + ..._categorical_dimension_pushdown__plan0.sql | 387 ++++ ...al_dimension_pushdown__plan0_optimized.sql | 33 + ...me_joined_categorical_dimension__plan0.sql | 651 ++++++ ...categorical_dimension__plan0_optimized.sql | 102 + ...re_source_categorical_dimension__plan0.sql | 563 +++++ ...categorical_dimension__plan0_optimized.sql | 58 + ..._categorical_dimension_pushdown__plan0.sql | 486 +++++ ...al_dimension_pushdown__plan0_optimized.sql | 40 + .../Redshift/test_skipped_pushdown__plan0.sql | 387 ++++ ...test_skipped_pushdown__plan0_optimized.sql | 33 + ..._categorical_dimension_pushdown__plan0.sql | 387 ++++ ...al_dimension_pushdown__plan0_optimized.sql | 33 + ...me_joined_categorical_dimension__plan0.sql | 651 ++++++ ...categorical_dimension__plan0_optimized.sql | 102 + ...re_source_categorical_dimension__plan0.sql | 563 +++++ ...categorical_dimension__plan0_optimized.sql | 58 + ..._categorical_dimension_pushdown__plan0.sql | 486 +++++ ...al_dimension_pushdown__plan0_optimized.sql | 40 + .../test_skipped_pushdown__plan0.sql | 387 ++++ ...test_skipped_pushdown__plan0_optimized.sql | 33 + ..._categorical_dimension_pushdown__plan0.sql | 387 ++++ ...al_dimension_pushdown__plan0_optimized.sql | 33 + ...me_joined_categorical_dimension__plan0.sql | 651 ++++++ ...categorical_dimension__plan0_optimized.sql | 102 + ...re_source_categorical_dimension__plan0.sql | 563 +++++ ...categorical_dimension__plan0_optimized.sql | 58 + ..._categorical_dimension_pushdown__plan0.sql | 486 +++++ ...al_dimension_pushdown__plan0_optimized.sql | 40 + .../Trino/test_skipped_pushdown__plan0.sql | 387 ++++ ...test_skipped_pushdown__plan0_optimized.sql | 33 + .../BigQuery/test_distinct_values__plan0.sql | 301 +-- .../test_distinct_values__plan0_optimized.sql | 14 +- ..._constraint_with_reused_measure__plan0.sql | 751 ++++--- ...t_with_reused_measure__plan0_optimized.sql | 34 +- ...aint_with_single_expr_and_alias__plan0.sql | 521 +++-- ...single_expr_and_alias__plan0_optimized.sql | 24 +- .../test_distinct_values__plan0.sql | 303 +-- .../test_distinct_values__plan0_optimized.sql | 14 +- ..._constraint_with_reused_measure__plan0.sql | 757 ++++--- ...t_with_reused_measure__plan0_optimized.sql | 36 +- ...aint_with_single_expr_and_alias__plan0.sql | 523 +++-- ...single_expr_and_alias__plan0_optimized.sql | 24 +- .../Postgres/test_distinct_values__plan0.sql | 303 +-- .../test_distinct_values__plan0_optimized.sql | 14 +- ..._constraint_with_reused_measure__plan0.sql | 757 ++++--- ...t_with_reused_measure__plan0_optimized.sql | 36 +- ...aint_with_single_expr_and_alias__plan0.sql | 523 +++-- ...single_expr_and_alias__plan0_optimized.sql | 24 +- .../Redshift/test_distinct_values__plan0.sql | 303 +-- .../test_distinct_values__plan0_optimized.sql | 14 +- ..._constraint_with_reused_measure__plan0.sql | 757 ++++--- ...t_with_reused_measure__plan0_optimized.sql | 36 +- ...aint_with_single_expr_and_alias__plan0.sql | 523 +++-- ...single_expr_and_alias__plan0_optimized.sql | 24 +- .../Snowflake/test_distinct_values__plan0.sql | 303 +-- .../test_distinct_values__plan0_optimized.sql | 14 +- ..._constraint_with_reused_measure__plan0.sql | 757 ++++--- ...t_with_reused_measure__plan0_optimized.sql | 36 +- ...aint_with_single_expr_and_alias__plan0.sql | 523 +++-- ...single_expr_and_alias__plan0_optimized.sql | 24 +- .../Trino/test_distinct_values__plan0.sql | 303 +-- .../test_distinct_values__plan0_optimized.sql | 14 +- ..._constraint_with_reused_measure__plan0.sql | 757 ++++--- ...t_with_reused_measure__plan0_optimized.sql | 36 +- ...aint_with_single_expr_and_alias__plan0.sql | 523 +++-- ...single_expr_and_alias__plan0_optimized.sql | 24 +- ...constrained_metric_not_combined__dfp_0.xml | 2 +- ...onstrained_metric_not_combined__dfpo_0.xml | 2 +- ..._join_to_time_spine_with_filter__plan0.sql | 531 +++-- ...ime_spine_with_filter__plan0_optimized.sql | 34 +- ..._time_spine_with_queried_filter__plan0.sql | 539 +++-- ...e_with_queried_filter__plan0_optimized.sql | 38 +- ..._join_to_time_spine_with_filter__plan0.sql | 533 +++-- ...ime_spine_with_filter__plan0_optimized.sql | 34 +- ..._time_spine_with_queried_filter__plan0.sql | 543 +++-- ...e_with_queried_filter__plan0_optimized.sql | 38 +- ..._join_to_time_spine_with_filter__plan0.sql | 533 +++-- ...ime_spine_with_filter__plan0_optimized.sql | 34 +- ..._time_spine_with_queried_filter__plan0.sql | 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15590 deletions(-) create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_categorical_dimension_pushdown__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql create mode 100644 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tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_skipped_pushdown__plan0_optimized.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_categorical_dimension_pushdown__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_single_categorical_dimension_pushdown__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_single_categorical_dimension_pushdown__plan0_optimized.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_skipped_pushdown__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_skipped_pushdown__plan0_optimized.sql diff --git a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan__dfp_0.xml b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan__dfp_0.xml index 89bcd919ce..5c90596560 100644 --- a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan__dfp_0.xml +++ b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan__dfp_0.xml @@ -68,7 +68,7 @@ - + diff --git a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan_with_join__dfp_0.xml b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan_with_join__dfp_0.xml index 53bb25b3bc..5870cdccf2 100644 --- a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan_with_join__dfp_0.xml +++ b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan_with_join__dfp_0.xml @@ -82,7 +82,7 @@ - + diff --git a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_measure_constraint_with_reused_measure_plan__dfp_0.xml b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_measure_constraint_with_reused_measure_plan__dfp_0.xml index 22504a678d..df0442c725 100644 --- a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_measure_constraint_with_reused_measure_plan__dfp_0.xml +++ b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_measure_constraint_with_reused_measure_plan__dfp_0.xml @@ -117,7 +117,7 @@ - + diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_dimension_with_joined_where_constraint__plan0.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_dimension_with_joined_where_constraint__plan0.sql index 68a23dbf9e..94fc3a4f8e 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_dimension_with_joined_where_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_dimension_with_joined_where_constraint__plan0.sql @@ -1,192 +1,253 @@ -- Pass Only Elements: ['user__home_state_latest',] SELECT - subq_4.user__home_state_latest + subq_7.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.user__home_state_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_0.ds__day AS ds__day - , subq_0.ds__week AS ds__week - , subq_0.ds__month AS ds__month - , subq_0.ds__quarter AS ds__quarter - , subq_0.ds__year AS ds__year - , subq_0.ds__extract_year AS ds__extract_year - , subq_0.ds__extract_quarter AS ds__extract_quarter - , subq_0.ds__extract_month AS ds__extract_month - , subq_0.ds__extract_day AS ds__extract_day - , subq_0.ds__extract_dow AS ds__extract_dow - , subq_0.ds__extract_doy AS ds__extract_doy - , subq_0.created_at__day AS created_at__day - , subq_0.created_at__week AS created_at__week - , subq_0.created_at__month AS created_at__month - , subq_0.created_at__quarter AS created_at__quarter - , subq_0.created_at__year AS created_at__year - , subq_0.created_at__extract_year AS created_at__extract_year - , subq_0.created_at__extract_quarter AS created_at__extract_quarter - , subq_0.created_at__extract_month AS created_at__extract_month - , subq_0.created_at__extract_day AS created_at__extract_day - , subq_0.created_at__extract_dow AS created_at__extract_dow - , subq_0.created_at__extract_doy AS created_at__extract_doy - , subq_0.listing__ds__day AS listing__ds__day - , subq_0.listing__ds__week AS listing__ds__week - , subq_0.listing__ds__month AS listing__ds__month - , subq_0.listing__ds__quarter AS listing__ds__quarter - , subq_0.listing__ds__year AS listing__ds__year - , subq_0.listing__ds__extract_year AS listing__ds__extract_year - , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_0.listing__ds__extract_month AS listing__ds__extract_month - , subq_0.listing__ds__extract_day AS listing__ds__extract_day - , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_0.listing__created_at__day AS listing__created_at__day - , subq_0.listing__created_at__week AS listing__created_at__week - , subq_0.listing__created_at__month AS listing__created_at__month - , subq_0.listing__created_at__quarter AS listing__created_at__quarter - , subq_0.listing__created_at__year AS listing__created_at__year - , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_0.listing AS listing - , subq_0.user AS user - , subq_0.listing__user AS listing__user - , subq_0.country_latest AS country_latest - , subq_0.is_lux_latest AS is_lux_latest - , subq_0.capacity_latest AS capacity_latest - , subq_0.listing__country_latest AS listing__country_latest - , subq_0.listing__is_lux_latest AS listing__is_lux_latest - , subq_0.listing__capacity_latest AS listing__capacity_latest - , subq_2.home_state_latest AS user__home_state_latest - , subq_0.listings AS listings - , subq_0.largest_listing AS largest_listing - , subq_0.smallest_listing AS smallest_listing + subq_3.ds__day AS ds__day + , subq_3.ds__week AS ds__week + , subq_3.ds__month AS ds__month + , subq_3.ds__quarter AS ds__quarter + , subq_3.ds__year AS ds__year + , subq_3.ds__extract_year AS ds__extract_year + , subq_3.ds__extract_quarter AS ds__extract_quarter + , subq_3.ds__extract_month AS ds__extract_month + , subq_3.ds__extract_day AS ds__extract_day + , subq_3.ds__extract_dow AS ds__extract_dow + , subq_3.ds__extract_doy AS ds__extract_doy + , subq_3.created_at__day AS created_at__day + , subq_3.created_at__week AS created_at__week + , subq_3.created_at__month AS created_at__month + , subq_3.created_at__quarter AS created_at__quarter + , subq_3.created_at__year AS created_at__year + , subq_3.created_at__extract_year AS created_at__extract_year + , subq_3.created_at__extract_quarter AS created_at__extract_quarter + , subq_3.created_at__extract_month AS created_at__extract_month + , subq_3.created_at__extract_day AS created_at__extract_day + , subq_3.created_at__extract_dow AS created_at__extract_dow + , subq_3.created_at__extract_doy AS created_at__extract_doy + , subq_3.listing__ds__day AS listing__ds__day + , subq_3.listing__ds__week AS listing__ds__week + , subq_3.listing__ds__month AS listing__ds__month + , subq_3.listing__ds__quarter AS listing__ds__quarter + , subq_3.listing__ds__year AS listing__ds__year + , subq_3.listing__ds__extract_year AS listing__ds__extract_year + , subq_3.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_3.listing__ds__extract_month AS listing__ds__extract_month + , subq_3.listing__ds__extract_day AS listing__ds__extract_day + , subq_3.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_3.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_3.listing__created_at__day AS listing__created_at__day + , subq_3.listing__created_at__week AS listing__created_at__week + , subq_3.listing__created_at__month AS listing__created_at__month + , subq_3.listing__created_at__quarter AS listing__created_at__quarter + , subq_3.listing__created_at__year AS listing__created_at__year + , subq_3.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_3.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_3.listing AS listing + , subq_3.user AS user + , subq_3.listing__user AS listing__user + , subq_3.country_latest AS country_latest + , subq_3.is_lux_latest AS is_lux_latest + , subq_3.capacity_latest AS capacity_latest + , subq_3.listing__country_latest AS listing__country_latest + , subq_3.listing__is_lux_latest AS listing__is_lux_latest + , subq_3.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_3.listings AS listings + , subq_3.largest_listing AS largest_listing + , subq_3.smallest_listing AS smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS ds__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS ds__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS ds__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS ds__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS ds__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS created_at__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS created_at__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS created_at__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS created_at__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS created_at__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__ds__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__ds__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__ds__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__ds__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__ds__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__created_at__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__created_at__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__created_at__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__created_at__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__created_at__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 + WHERE listing__country_latest = 'us' + ) subq_3 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_1.user - , subq_1.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -216,12 +277,12 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_1 - ) subq_2 + ) subq_4 + ) subq_5 ON - subq_0.user = subq_2.user - ) subq_3 + subq_3.user = subq_5.user + ) subq_6 WHERE listing__country_latest = 'us' -) subq_4 +) subq_7 GROUP BY user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_dimension_with_joined_where_constraint__plan0_optimized.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_dimension_with_joined_where_constraint__plan0_optimized.sql index c4e57d3c86..f2ac976dac 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_dimension_with_joined_where_constraint__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_dimension_with_joined_where_constraint__plan0_optimized.sql @@ -5,14 +5,27 @@ SELECT FROM ( -- Join Standard Outputs SELECT - listings_latest_src_28000.country AS listing__country_latest + subq_9.listing__country_latest AS listing__country_latest , users_latest_src_28000.home_state_latest AS user__home_state_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 + FROM ( + -- Constrain Output with WHERE + SELECT + subq_8.user + , listing__country_latest + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + country AS listing__country_latest + , user_id AS user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_8 + WHERE listing__country_latest = 'us' + ) subq_9 FULL OUTER JOIN ***************************.dim_users_latest users_latest_src_28000 ON - listings_latest_src_28000.user_id = users_latest_src_28000.user_id -) subq_8 + subq_9.user = users_latest_src_28000.user_id +) subq_12 WHERE listing__country_latest = 'us' GROUP BY user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_dimension_with_joined_where_constraint__plan0.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_dimension_with_joined_where_constraint__plan0.sql index 1d8a2bddf2..78c446668c 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_dimension_with_joined_where_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_dimension_with_joined_where_constraint__plan0.sql @@ -1,192 +1,253 @@ -- Pass Only Elements: ['user__home_state_latest',] SELECT - subq_4.user__home_state_latest + subq_7.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.user__home_state_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_0.ds__day AS ds__day - , subq_0.ds__week AS ds__week - , subq_0.ds__month AS ds__month - , subq_0.ds__quarter AS ds__quarter - , subq_0.ds__year AS ds__year - , subq_0.ds__extract_year AS ds__extract_year - , subq_0.ds__extract_quarter AS ds__extract_quarter - , subq_0.ds__extract_month AS ds__extract_month - , subq_0.ds__extract_day AS ds__extract_day - , subq_0.ds__extract_dow AS ds__extract_dow - , subq_0.ds__extract_doy AS ds__extract_doy - , subq_0.created_at__day AS created_at__day - , subq_0.created_at__week AS created_at__week - , subq_0.created_at__month AS created_at__month - , subq_0.created_at__quarter AS created_at__quarter - , subq_0.created_at__year AS created_at__year - , subq_0.created_at__extract_year AS created_at__extract_year - , subq_0.created_at__extract_quarter AS created_at__extract_quarter - , subq_0.created_at__extract_month AS created_at__extract_month - , subq_0.created_at__extract_day AS created_at__extract_day - , subq_0.created_at__extract_dow AS created_at__extract_dow - , subq_0.created_at__extract_doy AS created_at__extract_doy - , subq_0.listing__ds__day AS listing__ds__day - , subq_0.listing__ds__week AS listing__ds__week - , subq_0.listing__ds__month AS listing__ds__month - , subq_0.listing__ds__quarter AS listing__ds__quarter - , subq_0.listing__ds__year AS listing__ds__year - , subq_0.listing__ds__extract_year AS listing__ds__extract_year - , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_0.listing__ds__extract_month AS listing__ds__extract_month - , subq_0.listing__ds__extract_day AS listing__ds__extract_day - , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_0.listing__created_at__day AS listing__created_at__day - , subq_0.listing__created_at__week AS listing__created_at__week - , subq_0.listing__created_at__month AS listing__created_at__month - , subq_0.listing__created_at__quarter AS listing__created_at__quarter - , subq_0.listing__created_at__year AS listing__created_at__year - , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_0.listing AS listing - , subq_0.user AS user - , subq_0.listing__user AS listing__user - , subq_0.country_latest AS country_latest - , subq_0.is_lux_latest AS is_lux_latest - , subq_0.capacity_latest AS capacity_latest - , subq_0.listing__country_latest AS listing__country_latest - , subq_0.listing__is_lux_latest AS listing__is_lux_latest - , subq_0.listing__capacity_latest AS listing__capacity_latest - , subq_2.home_state_latest AS user__home_state_latest - , subq_0.listings AS listings - , subq_0.largest_listing AS largest_listing - , subq_0.smallest_listing AS smallest_listing + subq_3.ds__day AS ds__day + , subq_3.ds__week AS ds__week + , subq_3.ds__month AS ds__month + , subq_3.ds__quarter AS ds__quarter + , subq_3.ds__year AS ds__year + , subq_3.ds__extract_year AS ds__extract_year + , subq_3.ds__extract_quarter AS ds__extract_quarter + , subq_3.ds__extract_month AS ds__extract_month + , subq_3.ds__extract_day AS ds__extract_day + , subq_3.ds__extract_dow AS ds__extract_dow + , subq_3.ds__extract_doy AS ds__extract_doy + , subq_3.created_at__day AS created_at__day + , subq_3.created_at__week AS created_at__week + , subq_3.created_at__month AS created_at__month + , subq_3.created_at__quarter AS created_at__quarter + , subq_3.created_at__year AS created_at__year + , subq_3.created_at__extract_year AS created_at__extract_year + , subq_3.created_at__extract_quarter AS created_at__extract_quarter + , subq_3.created_at__extract_month AS created_at__extract_month + , subq_3.created_at__extract_day AS created_at__extract_day + , subq_3.created_at__extract_dow AS created_at__extract_dow + , subq_3.created_at__extract_doy AS created_at__extract_doy + , subq_3.listing__ds__day AS listing__ds__day + , subq_3.listing__ds__week AS listing__ds__week + , subq_3.listing__ds__month AS listing__ds__month + , subq_3.listing__ds__quarter AS listing__ds__quarter + , subq_3.listing__ds__year AS listing__ds__year + , subq_3.listing__ds__extract_year AS listing__ds__extract_year + , subq_3.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_3.listing__ds__extract_month AS listing__ds__extract_month + , subq_3.listing__ds__extract_day AS listing__ds__extract_day + , subq_3.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_3.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_3.listing__created_at__day AS listing__created_at__day + , subq_3.listing__created_at__week AS listing__created_at__week + , subq_3.listing__created_at__month AS listing__created_at__month + , subq_3.listing__created_at__quarter AS listing__created_at__quarter + , subq_3.listing__created_at__year AS listing__created_at__year + , subq_3.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_3.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_3.listing AS listing + , subq_3.user AS user + , subq_3.listing__user AS listing__user + , subq_3.country_latest AS country_latest + , subq_3.is_lux_latest AS is_lux_latest + , subq_3.capacity_latest AS capacity_latest + , subq_3.listing__country_latest AS listing__country_latest + , subq_3.listing__is_lux_latest AS listing__is_lux_latest + , subq_3.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_3.listings AS listings + , subq_3.largest_listing AS largest_listing + , subq_3.smallest_listing AS smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 + WHERE listing__country_latest = 'us' + ) subq_3 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_1.user - , subq_1.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -216,12 +277,12 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_1 - ) subq_2 + ) subq_4 + ) subq_5 ON - subq_0.user = subq_2.user - ) subq_3 + subq_3.user = subq_5.user + ) subq_6 WHERE listing__country_latest = 'us' -) subq_4 +) subq_7 GROUP BY - subq_4.user__home_state_latest + subq_7.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_dimension_with_joined_where_constraint__plan0_optimized.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_dimension_with_joined_where_constraint__plan0_optimized.sql index c4e57d3c86..f2ac976dac 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_dimension_with_joined_where_constraint__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_dimension_with_joined_where_constraint__plan0_optimized.sql @@ -5,14 +5,27 @@ SELECT FROM ( -- Join Standard Outputs SELECT - listings_latest_src_28000.country AS listing__country_latest + subq_9.listing__country_latest AS listing__country_latest , users_latest_src_28000.home_state_latest AS user__home_state_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 + FROM ( + -- Constrain Output with WHERE + SELECT + subq_8.user + , listing__country_latest + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + country AS listing__country_latest + , user_id AS user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_8 + WHERE listing__country_latest = 'us' + ) subq_9 FULL OUTER JOIN ***************************.dim_users_latest users_latest_src_28000 ON - listings_latest_src_28000.user_id = users_latest_src_28000.user_id -) subq_8 + subq_9.user = users_latest_src_28000.user_id +) subq_12 WHERE listing__country_latest = 'us' GROUP BY user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_dimension_with_joined_where_constraint__plan0.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_dimension_with_joined_where_constraint__plan0.sql index ed1028fb88..9b9dc5ff09 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_dimension_with_joined_where_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_dimension_with_joined_where_constraint__plan0.sql @@ -1,192 +1,253 @@ -- Pass Only Elements: ['user__home_state_latest',] SELECT - subq_4.user__home_state_latest + subq_7.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.user__home_state_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_0.ds__day AS ds__day - , subq_0.ds__week AS ds__week - , subq_0.ds__month AS ds__month - , subq_0.ds__quarter AS ds__quarter - , subq_0.ds__year AS ds__year - , subq_0.ds__extract_year AS ds__extract_year - , subq_0.ds__extract_quarter AS ds__extract_quarter - , subq_0.ds__extract_month AS ds__extract_month - , subq_0.ds__extract_day AS ds__extract_day - , subq_0.ds__extract_dow AS ds__extract_dow - , subq_0.ds__extract_doy AS ds__extract_doy - , subq_0.created_at__day AS created_at__day - , subq_0.created_at__week AS created_at__week - , subq_0.created_at__month AS created_at__month - , subq_0.created_at__quarter AS created_at__quarter - , subq_0.created_at__year AS created_at__year - , subq_0.created_at__extract_year AS created_at__extract_year - , subq_0.created_at__extract_quarter AS created_at__extract_quarter - , subq_0.created_at__extract_month AS created_at__extract_month - , subq_0.created_at__extract_day AS created_at__extract_day - , subq_0.created_at__extract_dow AS created_at__extract_dow - , subq_0.created_at__extract_doy AS created_at__extract_doy - , subq_0.listing__ds__day AS listing__ds__day - , subq_0.listing__ds__week AS listing__ds__week - , subq_0.listing__ds__month AS listing__ds__month - , subq_0.listing__ds__quarter AS listing__ds__quarter - , subq_0.listing__ds__year AS listing__ds__year - , subq_0.listing__ds__extract_year AS listing__ds__extract_year - , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_0.listing__ds__extract_month AS listing__ds__extract_month - , subq_0.listing__ds__extract_day AS listing__ds__extract_day - , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_0.listing__created_at__day AS listing__created_at__day - , subq_0.listing__created_at__week AS listing__created_at__week - , subq_0.listing__created_at__month AS listing__created_at__month - , subq_0.listing__created_at__quarter AS listing__created_at__quarter - , subq_0.listing__created_at__year AS listing__created_at__year - , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_0.listing AS listing - , subq_0.user AS user - , subq_0.listing__user AS listing__user - , subq_0.country_latest AS country_latest - , subq_0.is_lux_latest AS is_lux_latest - , subq_0.capacity_latest AS capacity_latest - , subq_0.listing__country_latest AS listing__country_latest - , subq_0.listing__is_lux_latest AS listing__is_lux_latest - , subq_0.listing__capacity_latest AS listing__capacity_latest - , subq_2.home_state_latest AS user__home_state_latest - , subq_0.listings AS listings - , subq_0.largest_listing AS largest_listing - , subq_0.smallest_listing AS smallest_listing + subq_3.ds__day AS ds__day + , subq_3.ds__week AS ds__week + , subq_3.ds__month AS ds__month + , subq_3.ds__quarter AS ds__quarter + , subq_3.ds__year AS ds__year + , subq_3.ds__extract_year AS ds__extract_year + , subq_3.ds__extract_quarter AS ds__extract_quarter + , subq_3.ds__extract_month AS ds__extract_month + , subq_3.ds__extract_day AS ds__extract_day + , subq_3.ds__extract_dow AS ds__extract_dow + , subq_3.ds__extract_doy AS ds__extract_doy + , subq_3.created_at__day AS created_at__day + , subq_3.created_at__week AS created_at__week + , subq_3.created_at__month AS created_at__month + , subq_3.created_at__quarter AS created_at__quarter + , subq_3.created_at__year AS created_at__year + , subq_3.created_at__extract_year AS created_at__extract_year + , subq_3.created_at__extract_quarter AS created_at__extract_quarter + , subq_3.created_at__extract_month AS created_at__extract_month + , subq_3.created_at__extract_day AS created_at__extract_day + , subq_3.created_at__extract_dow AS created_at__extract_dow + , subq_3.created_at__extract_doy AS created_at__extract_doy + , subq_3.listing__ds__day AS listing__ds__day + , subq_3.listing__ds__week AS listing__ds__week + , subq_3.listing__ds__month AS listing__ds__month + , subq_3.listing__ds__quarter AS listing__ds__quarter + , subq_3.listing__ds__year AS listing__ds__year + , subq_3.listing__ds__extract_year AS listing__ds__extract_year + , subq_3.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_3.listing__ds__extract_month AS listing__ds__extract_month + , subq_3.listing__ds__extract_day AS listing__ds__extract_day + , subq_3.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_3.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_3.listing__created_at__day AS listing__created_at__day + , subq_3.listing__created_at__week AS listing__created_at__week + , subq_3.listing__created_at__month AS listing__created_at__month + , subq_3.listing__created_at__quarter AS listing__created_at__quarter + , subq_3.listing__created_at__year AS listing__created_at__year + , subq_3.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_3.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_3.listing AS listing + , subq_3.user AS user + , subq_3.listing__user AS listing__user + , subq_3.country_latest AS country_latest + , subq_3.is_lux_latest AS is_lux_latest + , subq_3.capacity_latest AS capacity_latest + , subq_3.listing__country_latest AS listing__country_latest + , subq_3.listing__is_lux_latest AS listing__is_lux_latest + , subq_3.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_3.listings AS listings + , subq_3.largest_listing AS largest_listing + , subq_3.smallest_listing AS smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 + WHERE listing__country_latest = 'us' + ) subq_3 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_1.user - , subq_1.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -216,12 +277,12 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_1 - ) subq_2 + ) subq_4 + ) subq_5 ON - subq_0.user = subq_2.user - ) subq_3 + subq_3.user = subq_5.user + ) subq_6 WHERE listing__country_latest = 'us' -) subq_4 +) subq_7 GROUP BY - subq_4.user__home_state_latest + subq_7.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_dimension_with_joined_where_constraint__plan0_optimized.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_dimension_with_joined_where_constraint__plan0_optimized.sql index c4e57d3c86..f2ac976dac 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_dimension_with_joined_where_constraint__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_dimension_with_joined_where_constraint__plan0_optimized.sql @@ -5,14 +5,27 @@ SELECT FROM ( -- Join Standard Outputs SELECT - listings_latest_src_28000.country AS listing__country_latest + subq_9.listing__country_latest AS listing__country_latest , users_latest_src_28000.home_state_latest AS user__home_state_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 + FROM ( + -- Constrain Output with WHERE + SELECT + subq_8.user + , listing__country_latest + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + country AS listing__country_latest + , user_id AS user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_8 + WHERE listing__country_latest = 'us' + ) subq_9 FULL OUTER JOIN ***************************.dim_users_latest users_latest_src_28000 ON - listings_latest_src_28000.user_id = users_latest_src_28000.user_id -) subq_8 + subq_9.user = users_latest_src_28000.user_id +) subq_12 WHERE listing__country_latest = 'us' GROUP BY user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_dimension_with_joined_where_constraint__plan0.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_dimension_with_joined_where_constraint__plan0.sql index c59a5e39af..46e4dd2a52 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_dimension_with_joined_where_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_dimension_with_joined_where_constraint__plan0.sql @@ -1,192 +1,253 @@ -- Pass Only Elements: ['user__home_state_latest',] SELECT - subq_4.user__home_state_latest + subq_7.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.user__home_state_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_0.ds__day AS ds__day - , subq_0.ds__week AS ds__week - , subq_0.ds__month AS ds__month - , subq_0.ds__quarter AS ds__quarter - , subq_0.ds__year AS ds__year - , subq_0.ds__extract_year AS ds__extract_year - , subq_0.ds__extract_quarter AS ds__extract_quarter - , subq_0.ds__extract_month AS ds__extract_month - , subq_0.ds__extract_day AS ds__extract_day - , subq_0.ds__extract_dow AS ds__extract_dow - , subq_0.ds__extract_doy AS ds__extract_doy - , subq_0.created_at__day AS created_at__day - , subq_0.created_at__week AS created_at__week - , subq_0.created_at__month AS created_at__month - , subq_0.created_at__quarter AS created_at__quarter - , subq_0.created_at__year AS created_at__year - , subq_0.created_at__extract_year AS created_at__extract_year - , subq_0.created_at__extract_quarter AS created_at__extract_quarter - , subq_0.created_at__extract_month AS created_at__extract_month - , subq_0.created_at__extract_day AS created_at__extract_day - , subq_0.created_at__extract_dow AS created_at__extract_dow - , subq_0.created_at__extract_doy AS created_at__extract_doy - , subq_0.listing__ds__day AS listing__ds__day - , subq_0.listing__ds__week AS listing__ds__week - , subq_0.listing__ds__month AS listing__ds__month - , subq_0.listing__ds__quarter AS listing__ds__quarter - , subq_0.listing__ds__year AS listing__ds__year - , subq_0.listing__ds__extract_year AS listing__ds__extract_year - , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_0.listing__ds__extract_month AS listing__ds__extract_month - , subq_0.listing__ds__extract_day AS listing__ds__extract_day - , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_0.listing__created_at__day AS listing__created_at__day - , subq_0.listing__created_at__week AS listing__created_at__week - , subq_0.listing__created_at__month AS listing__created_at__month - , subq_0.listing__created_at__quarter AS listing__created_at__quarter - , subq_0.listing__created_at__year AS listing__created_at__year - , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_0.listing AS listing - , subq_0.user AS user - , subq_0.listing__user AS listing__user - , subq_0.country_latest AS country_latest - , subq_0.is_lux_latest AS is_lux_latest - , subq_0.capacity_latest AS capacity_latest - , subq_0.listing__country_latest AS listing__country_latest - , subq_0.listing__is_lux_latest AS listing__is_lux_latest - , subq_0.listing__capacity_latest AS listing__capacity_latest - , subq_2.home_state_latest AS user__home_state_latest - , subq_0.listings AS listings - , subq_0.largest_listing AS largest_listing - , subq_0.smallest_listing AS smallest_listing + subq_3.ds__day AS ds__day + , subq_3.ds__week AS ds__week + , subq_3.ds__month AS ds__month + , subq_3.ds__quarter AS ds__quarter + , subq_3.ds__year AS ds__year + , subq_3.ds__extract_year AS ds__extract_year + , subq_3.ds__extract_quarter AS ds__extract_quarter + , subq_3.ds__extract_month AS ds__extract_month + , subq_3.ds__extract_day AS ds__extract_day + , subq_3.ds__extract_dow AS ds__extract_dow + , subq_3.ds__extract_doy AS ds__extract_doy + , subq_3.created_at__day AS created_at__day + , subq_3.created_at__week AS created_at__week + , subq_3.created_at__month AS created_at__month + , subq_3.created_at__quarter AS created_at__quarter + , subq_3.created_at__year AS created_at__year + , subq_3.created_at__extract_year AS created_at__extract_year + , subq_3.created_at__extract_quarter AS created_at__extract_quarter + , subq_3.created_at__extract_month AS created_at__extract_month + , subq_3.created_at__extract_day AS created_at__extract_day + , subq_3.created_at__extract_dow AS created_at__extract_dow + , subq_3.created_at__extract_doy AS created_at__extract_doy + , subq_3.listing__ds__day AS listing__ds__day + , subq_3.listing__ds__week AS listing__ds__week + , subq_3.listing__ds__month AS listing__ds__month + , subq_3.listing__ds__quarter AS listing__ds__quarter + , subq_3.listing__ds__year AS listing__ds__year + , subq_3.listing__ds__extract_year AS listing__ds__extract_year + , subq_3.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_3.listing__ds__extract_month AS listing__ds__extract_month + , subq_3.listing__ds__extract_day AS listing__ds__extract_day + , subq_3.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_3.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_3.listing__created_at__day AS listing__created_at__day + , subq_3.listing__created_at__week AS listing__created_at__week + , subq_3.listing__created_at__month AS listing__created_at__month + , subq_3.listing__created_at__quarter AS listing__created_at__quarter + , subq_3.listing__created_at__year AS listing__created_at__year + , subq_3.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_3.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_3.listing AS listing + , subq_3.user AS user + , subq_3.listing__user AS listing__user + , subq_3.country_latest AS country_latest + , subq_3.is_lux_latest AS is_lux_latest + , subq_3.capacity_latest AS capacity_latest + , subq_3.listing__country_latest AS listing__country_latest + , subq_3.listing__is_lux_latest AS listing__is_lux_latest + , subq_3.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_3.listings AS listings + , subq_3.largest_listing AS largest_listing + , subq_3.smallest_listing AS smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 + WHERE listing__country_latest = 'us' + ) subq_3 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_1.user - , subq_1.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -216,12 +277,12 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_1 - ) subq_2 + ) subq_4 + ) subq_5 ON - subq_0.user = subq_2.user - ) subq_3 + subq_3.user = subq_5.user + ) subq_6 WHERE listing__country_latest = 'us' -) subq_4 +) subq_7 GROUP BY - subq_4.user__home_state_latest + subq_7.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_dimension_with_joined_where_constraint__plan0_optimized.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_dimension_with_joined_where_constraint__plan0_optimized.sql index c4e57d3c86..f2ac976dac 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_dimension_with_joined_where_constraint__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_dimension_with_joined_where_constraint__plan0_optimized.sql @@ -5,14 +5,27 @@ SELECT FROM ( -- Join Standard Outputs SELECT - listings_latest_src_28000.country AS listing__country_latest + subq_9.listing__country_latest AS listing__country_latest , users_latest_src_28000.home_state_latest AS user__home_state_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 + FROM ( + -- Constrain Output with WHERE + SELECT + subq_8.user + , listing__country_latest + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + country AS listing__country_latest + , user_id AS user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_8 + WHERE listing__country_latest = 'us' + ) subq_9 FULL OUTER JOIN ***************************.dim_users_latest users_latest_src_28000 ON - listings_latest_src_28000.user_id = users_latest_src_28000.user_id -) subq_8 + subq_9.user = users_latest_src_28000.user_id +) subq_12 WHERE listing__country_latest = 'us' GROUP BY user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_dimension_with_joined_where_constraint__plan0.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_dimension_with_joined_where_constraint__plan0.sql index d1dedc82a3..e7670aac55 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_dimension_with_joined_where_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_dimension_with_joined_where_constraint__plan0.sql @@ -1,192 +1,253 @@ -- Pass Only Elements: ['user__home_state_latest',] SELECT - subq_4.user__home_state_latest + subq_7.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.user__home_state_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_0.ds__day AS ds__day - , subq_0.ds__week AS ds__week - , subq_0.ds__month AS ds__month - , subq_0.ds__quarter AS ds__quarter - , subq_0.ds__year AS ds__year - , subq_0.ds__extract_year AS ds__extract_year - , subq_0.ds__extract_quarter AS ds__extract_quarter - , subq_0.ds__extract_month AS ds__extract_month - , subq_0.ds__extract_day AS ds__extract_day - , subq_0.ds__extract_dow AS ds__extract_dow - , subq_0.ds__extract_doy AS ds__extract_doy - , subq_0.created_at__day AS created_at__day - , subq_0.created_at__week AS created_at__week - , subq_0.created_at__month AS created_at__month - , subq_0.created_at__quarter AS created_at__quarter - , subq_0.created_at__year AS created_at__year - , subq_0.created_at__extract_year AS created_at__extract_year - , subq_0.created_at__extract_quarter AS created_at__extract_quarter - , subq_0.created_at__extract_month AS created_at__extract_month - , subq_0.created_at__extract_day AS created_at__extract_day - , subq_0.created_at__extract_dow AS created_at__extract_dow - , subq_0.created_at__extract_doy AS created_at__extract_doy - , subq_0.listing__ds__day AS listing__ds__day - , subq_0.listing__ds__week AS listing__ds__week - , subq_0.listing__ds__month AS listing__ds__month - , subq_0.listing__ds__quarter AS listing__ds__quarter - , subq_0.listing__ds__year AS listing__ds__year - , subq_0.listing__ds__extract_year AS listing__ds__extract_year - , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_0.listing__ds__extract_month AS listing__ds__extract_month - , subq_0.listing__ds__extract_day AS listing__ds__extract_day - , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_0.listing__created_at__day AS listing__created_at__day - , subq_0.listing__created_at__week AS listing__created_at__week - , subq_0.listing__created_at__month AS listing__created_at__month - , subq_0.listing__created_at__quarter AS listing__created_at__quarter - , subq_0.listing__created_at__year AS listing__created_at__year - , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_0.listing AS listing - , subq_0.user AS user - , subq_0.listing__user AS listing__user - , subq_0.country_latest AS country_latest - , subq_0.is_lux_latest AS is_lux_latest - , subq_0.capacity_latest AS capacity_latest - , subq_0.listing__country_latest AS listing__country_latest - , subq_0.listing__is_lux_latest AS listing__is_lux_latest - , subq_0.listing__capacity_latest AS listing__capacity_latest - , subq_2.home_state_latest AS user__home_state_latest - , subq_0.listings AS listings - , subq_0.largest_listing AS largest_listing - , subq_0.smallest_listing AS smallest_listing + subq_3.ds__day AS ds__day + , subq_3.ds__week AS ds__week + , subq_3.ds__month AS ds__month + , subq_3.ds__quarter AS ds__quarter + , subq_3.ds__year AS ds__year + , subq_3.ds__extract_year AS ds__extract_year + , subq_3.ds__extract_quarter AS ds__extract_quarter + , subq_3.ds__extract_month AS ds__extract_month + , subq_3.ds__extract_day AS ds__extract_day + , subq_3.ds__extract_dow AS ds__extract_dow + , subq_3.ds__extract_doy AS ds__extract_doy + , subq_3.created_at__day AS created_at__day + , subq_3.created_at__week AS created_at__week + , subq_3.created_at__month AS created_at__month + , subq_3.created_at__quarter AS created_at__quarter + , subq_3.created_at__year AS created_at__year + , subq_3.created_at__extract_year AS created_at__extract_year + , subq_3.created_at__extract_quarter AS created_at__extract_quarter + , subq_3.created_at__extract_month AS created_at__extract_month + , subq_3.created_at__extract_day AS created_at__extract_day + , subq_3.created_at__extract_dow AS created_at__extract_dow + , subq_3.created_at__extract_doy AS created_at__extract_doy + , subq_3.listing__ds__day AS listing__ds__day + , subq_3.listing__ds__week AS listing__ds__week + , subq_3.listing__ds__month AS listing__ds__month + , subq_3.listing__ds__quarter AS listing__ds__quarter + , subq_3.listing__ds__year AS listing__ds__year + , subq_3.listing__ds__extract_year AS listing__ds__extract_year + , subq_3.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_3.listing__ds__extract_month AS listing__ds__extract_month + , subq_3.listing__ds__extract_day AS listing__ds__extract_day + , subq_3.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_3.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_3.listing__created_at__day AS listing__created_at__day + , subq_3.listing__created_at__week AS listing__created_at__week + , subq_3.listing__created_at__month AS listing__created_at__month + , subq_3.listing__created_at__quarter AS listing__created_at__quarter + , subq_3.listing__created_at__year AS listing__created_at__year + , subq_3.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_3.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_3.listing AS listing + , subq_3.user AS user + , subq_3.listing__user AS listing__user + , subq_3.country_latest AS country_latest + , subq_3.is_lux_latest AS is_lux_latest + , subq_3.capacity_latest AS capacity_latest + , subq_3.listing__country_latest AS listing__country_latest + , subq_3.listing__is_lux_latest AS listing__is_lux_latest + , subq_3.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_3.listings AS listings + , subq_3.largest_listing AS largest_listing + , subq_3.smallest_listing AS smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 + WHERE listing__country_latest = 'us' + ) subq_3 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_1.user - , subq_1.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -216,12 +277,12 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_1 - ) subq_2 + ) subq_4 + ) subq_5 ON - subq_0.user = subq_2.user - ) subq_3 + subq_3.user = subq_5.user + ) subq_6 WHERE listing__country_latest = 'us' -) subq_4 +) subq_7 GROUP BY - subq_4.user__home_state_latest + subq_7.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_dimension_with_joined_where_constraint__plan0_optimized.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_dimension_with_joined_where_constraint__plan0_optimized.sql index c4e57d3c86..f2ac976dac 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_dimension_with_joined_where_constraint__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_dimension_with_joined_where_constraint__plan0_optimized.sql @@ -5,14 +5,27 @@ SELECT FROM ( -- Join Standard Outputs SELECT - listings_latest_src_28000.country AS listing__country_latest + subq_9.listing__country_latest AS listing__country_latest , users_latest_src_28000.home_state_latest AS user__home_state_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 + FROM ( + -- Constrain Output with WHERE + SELECT + subq_8.user + , listing__country_latest + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + country AS listing__country_latest + , user_id AS user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_8 + WHERE listing__country_latest = 'us' + ) subq_9 FULL OUTER JOIN ***************************.dim_users_latest users_latest_src_28000 ON - listings_latest_src_28000.user_id = users_latest_src_28000.user_id -) subq_8 + subq_9.user = users_latest_src_28000.user_id +) subq_12 WHERE listing__country_latest = 'us' GROUP BY user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Trino/test_dimension_with_joined_where_constraint__plan0.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Trino/test_dimension_with_joined_where_constraint__plan0.sql index c30f2c64e7..0f8d5830a6 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Trino/test_dimension_with_joined_where_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Trino/test_dimension_with_joined_where_constraint__plan0.sql @@ -1,192 +1,253 @@ -- Pass Only Elements: ['user__home_state_latest',] SELECT - subq_4.user__home_state_latest + subq_7.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.user__home_state_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_0.ds__day AS ds__day - , subq_0.ds__week AS ds__week - , subq_0.ds__month AS ds__month - , subq_0.ds__quarter AS ds__quarter - , subq_0.ds__year AS ds__year - , subq_0.ds__extract_year AS ds__extract_year - , subq_0.ds__extract_quarter AS ds__extract_quarter - , subq_0.ds__extract_month AS ds__extract_month - , subq_0.ds__extract_day AS ds__extract_day - , subq_0.ds__extract_dow AS ds__extract_dow - , subq_0.ds__extract_doy AS ds__extract_doy - , subq_0.created_at__day AS created_at__day - , subq_0.created_at__week AS created_at__week - , subq_0.created_at__month AS created_at__month - , subq_0.created_at__quarter AS created_at__quarter - , subq_0.created_at__year AS created_at__year - , subq_0.created_at__extract_year AS created_at__extract_year - , subq_0.created_at__extract_quarter AS created_at__extract_quarter - , subq_0.created_at__extract_month AS created_at__extract_month - , subq_0.created_at__extract_day AS created_at__extract_day - , subq_0.created_at__extract_dow AS created_at__extract_dow - , subq_0.created_at__extract_doy AS created_at__extract_doy - , subq_0.listing__ds__day AS listing__ds__day - , subq_0.listing__ds__week AS listing__ds__week - , subq_0.listing__ds__month AS listing__ds__month - , subq_0.listing__ds__quarter AS listing__ds__quarter - , subq_0.listing__ds__year AS listing__ds__year - , subq_0.listing__ds__extract_year AS listing__ds__extract_year - , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_0.listing__ds__extract_month AS listing__ds__extract_month - , subq_0.listing__ds__extract_day AS listing__ds__extract_day - , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_0.listing__created_at__day AS listing__created_at__day - , subq_0.listing__created_at__week AS listing__created_at__week - , subq_0.listing__created_at__month AS listing__created_at__month - , subq_0.listing__created_at__quarter AS listing__created_at__quarter - , subq_0.listing__created_at__year AS listing__created_at__year - , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_0.listing AS listing - , subq_0.user AS user - , subq_0.listing__user AS listing__user - , subq_0.country_latest AS country_latest - , subq_0.is_lux_latest AS is_lux_latest - , subq_0.capacity_latest AS capacity_latest - , subq_0.listing__country_latest AS listing__country_latest - , subq_0.listing__is_lux_latest AS listing__is_lux_latest - , subq_0.listing__capacity_latest AS listing__capacity_latest - , subq_2.home_state_latest AS user__home_state_latest - , subq_0.listings AS listings - , subq_0.largest_listing AS largest_listing - , subq_0.smallest_listing AS smallest_listing + subq_3.ds__day AS ds__day + , subq_3.ds__week AS ds__week + , subq_3.ds__month AS ds__month + , subq_3.ds__quarter AS ds__quarter + , subq_3.ds__year AS ds__year + , subq_3.ds__extract_year AS ds__extract_year + , subq_3.ds__extract_quarter AS ds__extract_quarter + , subq_3.ds__extract_month AS ds__extract_month + , subq_3.ds__extract_day AS ds__extract_day + , subq_3.ds__extract_dow AS ds__extract_dow + , subq_3.ds__extract_doy AS ds__extract_doy + , subq_3.created_at__day AS created_at__day + , subq_3.created_at__week AS created_at__week + , subq_3.created_at__month AS created_at__month + , subq_3.created_at__quarter AS created_at__quarter + , subq_3.created_at__year AS created_at__year + , subq_3.created_at__extract_year AS created_at__extract_year + , subq_3.created_at__extract_quarter AS created_at__extract_quarter + , subq_3.created_at__extract_month AS created_at__extract_month + , subq_3.created_at__extract_day AS created_at__extract_day + , subq_3.created_at__extract_dow AS created_at__extract_dow + , subq_3.created_at__extract_doy AS created_at__extract_doy + , subq_3.listing__ds__day AS listing__ds__day + , subq_3.listing__ds__week AS listing__ds__week + , subq_3.listing__ds__month AS listing__ds__month + , subq_3.listing__ds__quarter AS listing__ds__quarter + , subq_3.listing__ds__year AS listing__ds__year + , subq_3.listing__ds__extract_year AS listing__ds__extract_year + , subq_3.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_3.listing__ds__extract_month AS listing__ds__extract_month + , subq_3.listing__ds__extract_day AS listing__ds__extract_day + , subq_3.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_3.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_3.listing__created_at__day AS listing__created_at__day + , subq_3.listing__created_at__week AS listing__created_at__week + , subq_3.listing__created_at__month AS listing__created_at__month + , subq_3.listing__created_at__quarter AS listing__created_at__quarter + , subq_3.listing__created_at__year AS listing__created_at__year + , subq_3.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_3.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_3.listing AS listing + , subq_3.user AS user + , subq_3.listing__user AS listing__user + , subq_3.country_latest AS country_latest + , subq_3.is_lux_latest AS is_lux_latest + , subq_3.capacity_latest AS capacity_latest + , subq_3.listing__country_latest AS listing__country_latest + , subq_3.listing__is_lux_latest AS listing__is_lux_latest + , subq_3.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_3.listings AS listings + , subq_3.largest_listing AS largest_listing + , subq_3.smallest_listing AS smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 + WHERE listing__country_latest = 'us' + ) subq_3 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_1.user - , subq_1.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -216,12 +277,12 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_1 - ) subq_2 + ) subq_4 + ) subq_5 ON - subq_0.user = subq_2.user - ) subq_3 + subq_3.user = subq_5.user + ) subq_6 WHERE listing__country_latest = 'us' -) subq_4 +) subq_7 GROUP BY - subq_4.user__home_state_latest + subq_7.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Trino/test_dimension_with_joined_where_constraint__plan0_optimized.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Trino/test_dimension_with_joined_where_constraint__plan0_optimized.sql index c4e57d3c86..f2ac976dac 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Trino/test_dimension_with_joined_where_constraint__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Trino/test_dimension_with_joined_where_constraint__plan0_optimized.sql @@ -5,14 +5,27 @@ SELECT FROM ( -- Join Standard Outputs SELECT - listings_latest_src_28000.country AS listing__country_latest + subq_9.listing__country_latest AS listing__country_latest , users_latest_src_28000.home_state_latest AS user__home_state_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 + FROM ( + -- Constrain Output with WHERE + SELECT + subq_8.user + , listing__country_latest + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + country AS listing__country_latest + , user_id AS user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_8 + WHERE listing__country_latest = 'us' + ) subq_9 FULL OUTER JOIN ***************************.dim_users_latest users_latest_src_28000 ON - listings_latest_src_28000.user_id = users_latest_src_28000.user_id -) subq_8 + subq_9.user = users_latest_src_28000.user_id +) subq_12 WHERE listing__country_latest = 'us' GROUP BY user__home_state_latest diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_nested_filters__plan0.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_nested_filters__plan0.sql index 510d1145cd..78f94df918 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_nested_filters__plan0.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_nested_filters__plan0.sql @@ -8,317 +8,420 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_11.average_booking_value) AS average_booking_value - , MAX(subq_23.bookings) AS bookings - , MAX(subq_30.booking_value) AS booking_value + MAX(subq_30.average_booking_value) AS average_booking_value + , MAX(subq_43.bookings) AS bookings + , MAX(subq_51.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_10.average_booking_value + subq_29.average_booking_value FROM ( -- Aggregate Measures SELECT - AVG(subq_9.average_booking_value) AS average_booking_value + AVG(subq_28.average_booking_value) AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value',] SELECT - subq_8.average_booking_value + subq_27.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_7.booking__is_instant - , subq_7.listing__is_lux_latest - , subq_7.average_booking_value + subq_26.booking__is_instant + , subq_26.listing__is_lux_latest + , subq_26.average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_6.booking__is_instant - , subq_6.listing__is_lux_latest - , subq_6.average_booking_value + subq_25.booking__is_instant + , subq_25.listing__is_lux_latest + , subq_25.average_booking_value FROM ( -- Join Standard Outputs SELECT - subq_2.listing AS listing - , subq_2.booking__is_instant AS booking__is_instant - , subq_5.is_lux_latest AS listing__is_lux_latest - , subq_2.average_booking_value AS average_booking_value + subq_21.listing AS listing + , subq_21.booking__is_instant AS booking__is_instant + , subq_24.is_lux_latest AS listing__is_lux_latest + , subq_21.average_booking_value AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] SELECT - subq_1.listing - , subq_1.booking__is_instant - , subq_1.average_booking_value + subq_20.listing + , subq_20.booking__is_instant + , subq_20.average_booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_19.ds__day + , subq_19.ds__week + , subq_19.ds__month + , subq_19.ds__quarter + , subq_19.ds__year + , subq_19.ds__extract_year + , subq_19.ds__extract_quarter + , subq_19.ds__extract_month + , subq_19.ds__extract_day + , subq_19.ds__extract_dow + , subq_19.ds__extract_doy + , subq_19.ds_partitioned__day + , subq_19.ds_partitioned__week + , subq_19.ds_partitioned__month + , subq_19.ds_partitioned__quarter + , subq_19.ds_partitioned__year + , subq_19.ds_partitioned__extract_year + , subq_19.ds_partitioned__extract_quarter + , subq_19.ds_partitioned__extract_month + , subq_19.ds_partitioned__extract_day + , subq_19.ds_partitioned__extract_dow + , subq_19.ds_partitioned__extract_doy + , subq_19.paid_at__day + , subq_19.paid_at__week + , subq_19.paid_at__month + , subq_19.paid_at__quarter + , subq_19.paid_at__year + , subq_19.paid_at__extract_year + , subq_19.paid_at__extract_quarter + , subq_19.paid_at__extract_month + , subq_19.paid_at__extract_day + , subq_19.paid_at__extract_dow + , subq_19.paid_at__extract_doy + , subq_19.booking__ds__day + , subq_19.booking__ds__week + , subq_19.booking__ds__month + , subq_19.booking__ds__quarter + , subq_19.booking__ds__year + , subq_19.booking__ds__extract_year + , subq_19.booking__ds__extract_quarter + , subq_19.booking__ds__extract_month + , subq_19.booking__ds__extract_day + , subq_19.booking__ds__extract_dow + , subq_19.booking__ds__extract_doy + , subq_19.booking__ds_partitioned__day + , subq_19.booking__ds_partitioned__week + , subq_19.booking__ds_partitioned__month + , subq_19.booking__ds_partitioned__quarter + , subq_19.booking__ds_partitioned__year + , subq_19.booking__ds_partitioned__extract_year + , subq_19.booking__ds_partitioned__extract_quarter + , subq_19.booking__ds_partitioned__extract_month + , subq_19.booking__ds_partitioned__extract_day + , subq_19.booking__ds_partitioned__extract_dow + , subq_19.booking__ds_partitioned__extract_doy + , subq_19.booking__paid_at__day + , subq_19.booking__paid_at__week + , subq_19.booking__paid_at__month + , subq_19.booking__paid_at__quarter + , subq_19.booking__paid_at__year + , subq_19.booking__paid_at__extract_year + , subq_19.booking__paid_at__extract_quarter + , subq_19.booking__paid_at__extract_month + , subq_19.booking__paid_at__extract_day + , subq_19.booking__paid_at__extract_dow + , subq_19.booking__paid_at__extract_doy + , subq_19.metric_time__day + , subq_19.metric_time__week + , subq_19.metric_time__month + , subq_19.metric_time__quarter + , subq_19.metric_time__year + , subq_19.metric_time__extract_year + , subq_19.metric_time__extract_quarter + , subq_19.metric_time__extract_month + , subq_19.metric_time__extract_day + , subq_19.metric_time__extract_dow + , subq_19.metric_time__extract_doy + , subq_19.listing + , subq_19.guest + , subq_19.host + , subq_19.booking__listing + , subq_19.booking__guest + , subq_19.booking__host + , subq_19.is_instant + , subq_19.booking__is_instant + , subq_19.bookings + , subq_19.instant_bookings + , subq_19.booking_value + , subq_19.max_booking_value + , subq_19.min_booking_value + , subq_19.bookers + , subq_19.average_booking_value + , subq_19.referred_bookings + , subq_19.median_booking_value + , subq_19.booking_value_p99 + , subq_19.discrete_booking_value_p99 + , subq_19.approximate_continuous_booking_value_p99 + , subq_19.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day - , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week - , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month - , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day - , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week - , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month - , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_18.ds__day + , subq_18.ds__week + , subq_18.ds__month + , subq_18.ds__quarter + , subq_18.ds__year + , subq_18.ds__extract_year + , subq_18.ds__extract_quarter + , subq_18.ds__extract_month + , subq_18.ds__extract_day + , subq_18.ds__extract_dow + , subq_18.ds__extract_doy + , subq_18.ds_partitioned__day + , subq_18.ds_partitioned__week + , subq_18.ds_partitioned__month + , subq_18.ds_partitioned__quarter + , subq_18.ds_partitioned__year + , subq_18.ds_partitioned__extract_year + , subq_18.ds_partitioned__extract_quarter + , subq_18.ds_partitioned__extract_month + , subq_18.ds_partitioned__extract_day + , subq_18.ds_partitioned__extract_dow + , subq_18.ds_partitioned__extract_doy + , subq_18.paid_at__day + , subq_18.paid_at__week + , subq_18.paid_at__month + , subq_18.paid_at__quarter + , subq_18.paid_at__year + , subq_18.paid_at__extract_year + , subq_18.paid_at__extract_quarter + , subq_18.paid_at__extract_month + , subq_18.paid_at__extract_day + , subq_18.paid_at__extract_dow + , subq_18.paid_at__extract_doy + , subq_18.booking__ds__day + , subq_18.booking__ds__week + , subq_18.booking__ds__month + , subq_18.booking__ds__quarter + , subq_18.booking__ds__year + , subq_18.booking__ds__extract_year + , subq_18.booking__ds__extract_quarter + , subq_18.booking__ds__extract_month + , subq_18.booking__ds__extract_day + , subq_18.booking__ds__extract_dow + , subq_18.booking__ds__extract_doy + , subq_18.booking__ds_partitioned__day + , subq_18.booking__ds_partitioned__week + , subq_18.booking__ds_partitioned__month + , subq_18.booking__ds_partitioned__quarter + , subq_18.booking__ds_partitioned__year + , subq_18.booking__ds_partitioned__extract_year + , subq_18.booking__ds_partitioned__extract_quarter + , subq_18.booking__ds_partitioned__extract_month + , subq_18.booking__ds_partitioned__extract_day + , subq_18.booking__ds_partitioned__extract_dow + , subq_18.booking__ds_partitioned__extract_doy + , subq_18.booking__paid_at__day + , subq_18.booking__paid_at__week + , subq_18.booking__paid_at__month + , subq_18.booking__paid_at__quarter + , subq_18.booking__paid_at__year + , subq_18.booking__paid_at__extract_year + , subq_18.booking__paid_at__extract_quarter + , subq_18.booking__paid_at__extract_month + , subq_18.booking__paid_at__extract_day + , subq_18.booking__paid_at__extract_dow + , subq_18.booking__paid_at__extract_doy + , subq_18.ds__day AS metric_time__day + , subq_18.ds__week AS metric_time__week + , subq_18.ds__month AS metric_time__month + , subq_18.ds__quarter AS metric_time__quarter + , subq_18.ds__year AS metric_time__year + , subq_18.ds__extract_year AS metric_time__extract_year + , subq_18.ds__extract_quarter AS metric_time__extract_quarter + , subq_18.ds__extract_month AS metric_time__extract_month + , subq_18.ds__extract_day AS metric_time__extract_day + , subq_18.ds__extract_dow AS metric_time__extract_dow + , subq_18.ds__extract_doy AS metric_time__extract_doy + , subq_18.listing + , subq_18.guest + , subq_18.host + , subq_18.booking__listing + , subq_18.booking__guest + , subq_18.booking__host + , subq_18.is_instant + , subq_18.booking__is_instant + , subq_18.bookings + , subq_18.instant_bookings + , subq_18.booking_value + , subq_18.max_booking_value + , subq_18.min_booking_value + , subq_18.bookers + , subq_18.average_booking_value + , subq_18.referred_bookings + , subq_18.median_booking_value + , subq_18.booking_value_p99 + , subq_18.discrete_booking_value_p99 + , subq_18.approximate_continuous_booking_value_p99 + , subq_18.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_18 + ) subq_19 + WHERE booking__is_instant + ) subq_20 + ) subq_21 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_4.listing - , subq_4.is_lux_latest + subq_23.listing + , subq_23.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_22.ds__day + , subq_22.ds__week + , subq_22.ds__month + , subq_22.ds__quarter + , subq_22.ds__year + , subq_22.ds__extract_year + , subq_22.ds__extract_quarter + , subq_22.ds__extract_month + , subq_22.ds__extract_day + , subq_22.ds__extract_dow + , subq_22.ds__extract_doy + , subq_22.created_at__day + , subq_22.created_at__week + , subq_22.created_at__month + , subq_22.created_at__quarter + , subq_22.created_at__year + , subq_22.created_at__extract_year + , subq_22.created_at__extract_quarter + , subq_22.created_at__extract_month + , subq_22.created_at__extract_day + , subq_22.created_at__extract_dow + , subq_22.created_at__extract_doy + , subq_22.listing__ds__day + , subq_22.listing__ds__week + , subq_22.listing__ds__month + , subq_22.listing__ds__quarter + , subq_22.listing__ds__year + , subq_22.listing__ds__extract_year + , subq_22.listing__ds__extract_quarter + , subq_22.listing__ds__extract_month + , subq_22.listing__ds__extract_day + , subq_22.listing__ds__extract_dow + , subq_22.listing__ds__extract_doy + , subq_22.listing__created_at__day + , subq_22.listing__created_at__week + , subq_22.listing__created_at__month + , subq_22.listing__created_at__quarter + , subq_22.listing__created_at__year + , subq_22.listing__created_at__extract_year + , subq_22.listing__created_at__extract_quarter + , subq_22.listing__created_at__extract_month + , subq_22.listing__created_at__extract_day + , subq_22.listing__created_at__extract_dow + , subq_22.listing__created_at__extract_doy + , subq_22.ds__day AS metric_time__day + , subq_22.ds__week AS metric_time__week + , subq_22.ds__month AS metric_time__month + , subq_22.ds__quarter AS metric_time__quarter + , subq_22.ds__year AS metric_time__year + , subq_22.ds__extract_year AS metric_time__extract_year + , subq_22.ds__extract_quarter AS metric_time__extract_quarter + , subq_22.ds__extract_month AS metric_time__extract_month + , subq_22.ds__extract_day AS metric_time__extract_day + , subq_22.ds__extract_dow AS metric_time__extract_dow + , subq_22.ds__extract_doy AS metric_time__extract_doy + , subq_22.listing + , subq_22.user + , subq_22.listing__user + , subq_22.country_latest + , subq_22.is_lux_latest + , subq_22.capacity_latest + , subq_22.listing__country_latest + , subq_22.listing__is_lux_latest + , subq_22.listing__capacity_latest + , subq_22.listings + , subq_22.largest_listing + , subq_22.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -379,326 +482,429 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_22 + ) subq_23 + ) subq_24 ON - subq_2.listing = subq_5.listing - ) subq_6 - ) subq_7 + subq_21.listing = subq_24.listing + ) subq_25 + ) subq_26 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_8 - ) subq_9 - ) subq_10 - ) subq_11 + ) subq_27 + ) subq_28 + ) subq_29 + ) subq_30 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_22.bookings + subq_42.bookings FROM ( -- Aggregate Measures SELECT - SUM(subq_21.bookings) AS bookings + SUM(subq_41.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings',] SELECT - subq_20.bookings + subq_40.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_19.booking__is_instant - , subq_19.listing__is_lux_latest - , subq_19.bookings + subq_39.booking__is_instant + , subq_39.listing__is_lux_latest + , subq_39.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_18.booking__is_instant - , subq_18.listing__is_lux_latest - , subq_18.bookings + subq_38.booking__is_instant + , subq_38.listing__is_lux_latest + , subq_38.bookings FROM ( -- Join Standard Outputs SELECT - subq_14.listing AS listing - , subq_14.booking__is_instant AS booking__is_instant - , subq_17.is_lux_latest AS listing__is_lux_latest - , subq_14.bookings AS bookings + subq_34.listing AS listing + , subq_34.booking__is_instant AS booking__is_instant + , subq_37.is_lux_latest AS listing__is_lux_latest + , subq_34.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_13.listing - , subq_13.booking__is_instant - , subq_13.bookings + subq_33.listing + , subq_33.booking__is_instant + , subq_33.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_12.ds__day - , subq_12.ds__week - , subq_12.ds__month - , subq_12.ds__quarter - , subq_12.ds__year - , subq_12.ds__extract_year - , subq_12.ds__extract_quarter - , subq_12.ds__extract_month - , subq_12.ds__extract_day - , subq_12.ds__extract_dow - , subq_12.ds__extract_doy - , subq_12.ds_partitioned__day - , subq_12.ds_partitioned__week - , subq_12.ds_partitioned__month - , subq_12.ds_partitioned__quarter - , subq_12.ds_partitioned__year - , subq_12.ds_partitioned__extract_year - , subq_12.ds_partitioned__extract_quarter - , subq_12.ds_partitioned__extract_month - , subq_12.ds_partitioned__extract_day - , subq_12.ds_partitioned__extract_dow - , subq_12.ds_partitioned__extract_doy - , subq_12.paid_at__day - , subq_12.paid_at__week - , subq_12.paid_at__month - , subq_12.paid_at__quarter - , subq_12.paid_at__year - , subq_12.paid_at__extract_year - , subq_12.paid_at__extract_quarter - , subq_12.paid_at__extract_month - , subq_12.paid_at__extract_day - , subq_12.paid_at__extract_dow - , subq_12.paid_at__extract_doy - , subq_12.booking__ds__day - , subq_12.booking__ds__week - , subq_12.booking__ds__month - , subq_12.booking__ds__quarter - , subq_12.booking__ds__year - , subq_12.booking__ds__extract_year - , subq_12.booking__ds__extract_quarter - , subq_12.booking__ds__extract_month - , subq_12.booking__ds__extract_day - , subq_12.booking__ds__extract_dow - , subq_12.booking__ds__extract_doy - , subq_12.booking__ds_partitioned__day - , subq_12.booking__ds_partitioned__week - , subq_12.booking__ds_partitioned__month - , subq_12.booking__ds_partitioned__quarter - , subq_12.booking__ds_partitioned__year - , subq_12.booking__ds_partitioned__extract_year - , subq_12.booking__ds_partitioned__extract_quarter - , subq_12.booking__ds_partitioned__extract_month - , subq_12.booking__ds_partitioned__extract_day - , subq_12.booking__ds_partitioned__extract_dow - , subq_12.booking__ds_partitioned__extract_doy - , subq_12.booking__paid_at__day - , subq_12.booking__paid_at__week - , subq_12.booking__paid_at__month - , subq_12.booking__paid_at__quarter - , subq_12.booking__paid_at__year - , subq_12.booking__paid_at__extract_year - , subq_12.booking__paid_at__extract_quarter - , subq_12.booking__paid_at__extract_month - , subq_12.booking__paid_at__extract_day - , subq_12.booking__paid_at__extract_dow - , subq_12.booking__paid_at__extract_doy - , subq_12.ds__day AS metric_time__day - , subq_12.ds__week AS metric_time__week - , subq_12.ds__month AS metric_time__month - , subq_12.ds__quarter AS metric_time__quarter - , subq_12.ds__year AS metric_time__year - , subq_12.ds__extract_year AS metric_time__extract_year - , subq_12.ds__extract_quarter AS metric_time__extract_quarter - , subq_12.ds__extract_month AS metric_time__extract_month - , subq_12.ds__extract_day AS metric_time__extract_day - , subq_12.ds__extract_dow AS metric_time__extract_dow - , subq_12.ds__extract_doy AS metric_time__extract_doy - , subq_12.listing - , subq_12.guest - , subq_12.host - , subq_12.booking__listing - , subq_12.booking__guest - , subq_12.booking__host - , subq_12.is_instant - , subq_12.booking__is_instant - , subq_12.bookings - , subq_12.instant_bookings - , subq_12.booking_value - , subq_12.max_booking_value - , subq_12.min_booking_value - , subq_12.bookers - , subq_12.average_booking_value - , subq_12.referred_bookings - , subq_12.median_booking_value - , subq_12.booking_value_p99 - , subq_12.discrete_booking_value_p99 - , subq_12.approximate_continuous_booking_value_p99 - , subq_12.approximate_discrete_booking_value_p99 + subq_32.ds__day + , subq_32.ds__week + , subq_32.ds__month + , subq_32.ds__quarter + , subq_32.ds__year + , subq_32.ds__extract_year + , subq_32.ds__extract_quarter + , subq_32.ds__extract_month + , subq_32.ds__extract_day + , subq_32.ds__extract_dow + , subq_32.ds__extract_doy + , subq_32.ds_partitioned__day + , subq_32.ds_partitioned__week + , subq_32.ds_partitioned__month + , subq_32.ds_partitioned__quarter + , subq_32.ds_partitioned__year + , subq_32.ds_partitioned__extract_year + , subq_32.ds_partitioned__extract_quarter + , subq_32.ds_partitioned__extract_month + , subq_32.ds_partitioned__extract_day + , subq_32.ds_partitioned__extract_dow + , subq_32.ds_partitioned__extract_doy + , subq_32.paid_at__day + , subq_32.paid_at__week + , subq_32.paid_at__month + , subq_32.paid_at__quarter + , subq_32.paid_at__year + , subq_32.paid_at__extract_year + , subq_32.paid_at__extract_quarter + , subq_32.paid_at__extract_month + , subq_32.paid_at__extract_day + , subq_32.paid_at__extract_dow + , subq_32.paid_at__extract_doy + , subq_32.booking__ds__day + , subq_32.booking__ds__week + , subq_32.booking__ds__month + , subq_32.booking__ds__quarter + , subq_32.booking__ds__year + , subq_32.booking__ds__extract_year + , subq_32.booking__ds__extract_quarter + , subq_32.booking__ds__extract_month + , subq_32.booking__ds__extract_day + , subq_32.booking__ds__extract_dow + , subq_32.booking__ds__extract_doy + , subq_32.booking__ds_partitioned__day + , subq_32.booking__ds_partitioned__week + , subq_32.booking__ds_partitioned__month + , subq_32.booking__ds_partitioned__quarter + , subq_32.booking__ds_partitioned__year + , subq_32.booking__ds_partitioned__extract_year + , subq_32.booking__ds_partitioned__extract_quarter + , subq_32.booking__ds_partitioned__extract_month + , subq_32.booking__ds_partitioned__extract_day + , subq_32.booking__ds_partitioned__extract_dow + , subq_32.booking__ds_partitioned__extract_doy + , subq_32.booking__paid_at__day + , subq_32.booking__paid_at__week + , subq_32.booking__paid_at__month + , subq_32.booking__paid_at__quarter + , subq_32.booking__paid_at__year + , subq_32.booking__paid_at__extract_year + , subq_32.booking__paid_at__extract_quarter + , subq_32.booking__paid_at__extract_month + , subq_32.booking__paid_at__extract_day + , subq_32.booking__paid_at__extract_dow + , subq_32.booking__paid_at__extract_doy + , subq_32.metric_time__day + , subq_32.metric_time__week + , subq_32.metric_time__month + , subq_32.metric_time__quarter + , subq_32.metric_time__year + , subq_32.metric_time__extract_year + , subq_32.metric_time__extract_quarter + , subq_32.metric_time__extract_month + , subq_32.metric_time__extract_day + , subq_32.metric_time__extract_dow + , subq_32.metric_time__extract_doy + , subq_32.listing + , subq_32.guest + , subq_32.host + , subq_32.booking__listing + , subq_32.booking__guest + , subq_32.booking__host + , subq_32.is_instant + , subq_32.booking__is_instant + , subq_32.bookings + , subq_32.instant_bookings + , subq_32.booking_value + , subq_32.max_booking_value + , subq_32.min_booking_value + , subq_32.bookers + , subq_32.average_booking_value + , subq_32.referred_bookings + , subq_32.median_booking_value + , subq_32.booking_value_p99 + , subq_32.discrete_booking_value_p99 + , subq_32.approximate_continuous_booking_value_p99 + , subq_32.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day - , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week - , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month - , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day - , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week - , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month - , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_12 - ) subq_13 - ) subq_14 + subq_31.ds__day + , subq_31.ds__week + , subq_31.ds__month + , subq_31.ds__quarter + , subq_31.ds__year + , subq_31.ds__extract_year + , subq_31.ds__extract_quarter + , subq_31.ds__extract_month + , subq_31.ds__extract_day + , subq_31.ds__extract_dow + , subq_31.ds__extract_doy + , subq_31.ds_partitioned__day + , subq_31.ds_partitioned__week + , subq_31.ds_partitioned__month + , subq_31.ds_partitioned__quarter + , subq_31.ds_partitioned__year + , subq_31.ds_partitioned__extract_year + , subq_31.ds_partitioned__extract_quarter + , subq_31.ds_partitioned__extract_month + , subq_31.ds_partitioned__extract_day + , subq_31.ds_partitioned__extract_dow + , subq_31.ds_partitioned__extract_doy + , subq_31.paid_at__day + , subq_31.paid_at__week + , subq_31.paid_at__month + , subq_31.paid_at__quarter + , subq_31.paid_at__year + , subq_31.paid_at__extract_year + , subq_31.paid_at__extract_quarter + , subq_31.paid_at__extract_month + , subq_31.paid_at__extract_day + , subq_31.paid_at__extract_dow + , subq_31.paid_at__extract_doy + , subq_31.booking__ds__day + , subq_31.booking__ds__week + , subq_31.booking__ds__month + , subq_31.booking__ds__quarter + , subq_31.booking__ds__year + , subq_31.booking__ds__extract_year + , subq_31.booking__ds__extract_quarter + , subq_31.booking__ds__extract_month + , subq_31.booking__ds__extract_day + , subq_31.booking__ds__extract_dow + , subq_31.booking__ds__extract_doy + , subq_31.booking__ds_partitioned__day + , subq_31.booking__ds_partitioned__week + , subq_31.booking__ds_partitioned__month + , subq_31.booking__ds_partitioned__quarter + , subq_31.booking__ds_partitioned__year + , subq_31.booking__ds_partitioned__extract_year + , subq_31.booking__ds_partitioned__extract_quarter + , subq_31.booking__ds_partitioned__extract_month + , subq_31.booking__ds_partitioned__extract_day + , subq_31.booking__ds_partitioned__extract_dow + , subq_31.booking__ds_partitioned__extract_doy + , subq_31.booking__paid_at__day + , subq_31.booking__paid_at__week + , subq_31.booking__paid_at__month + , subq_31.booking__paid_at__quarter + , subq_31.booking__paid_at__year + , subq_31.booking__paid_at__extract_year + , subq_31.booking__paid_at__extract_quarter + , subq_31.booking__paid_at__extract_month + , subq_31.booking__paid_at__extract_day + , subq_31.booking__paid_at__extract_dow + , subq_31.booking__paid_at__extract_doy + , subq_31.ds__day AS metric_time__day + , subq_31.ds__week AS metric_time__week + , subq_31.ds__month AS metric_time__month + , subq_31.ds__quarter AS metric_time__quarter + , subq_31.ds__year AS metric_time__year + , subq_31.ds__extract_year AS metric_time__extract_year + , subq_31.ds__extract_quarter AS metric_time__extract_quarter + , subq_31.ds__extract_month AS metric_time__extract_month + , subq_31.ds__extract_day AS metric_time__extract_day + , subq_31.ds__extract_dow AS metric_time__extract_dow + , subq_31.ds__extract_doy AS metric_time__extract_doy + , subq_31.listing + , subq_31.guest + , subq_31.host + , subq_31.booking__listing + , subq_31.booking__guest + , subq_31.booking__host + , subq_31.is_instant + , subq_31.booking__is_instant + , subq_31.bookings + , subq_31.instant_bookings + , subq_31.booking_value + , subq_31.max_booking_value + , subq_31.min_booking_value + , subq_31.bookers + , subq_31.average_booking_value + , subq_31.referred_bookings + , subq_31.median_booking_value + , subq_31.booking_value_p99 + , subq_31.discrete_booking_value_p99 + , subq_31.approximate_continuous_booking_value_p99 + , subq_31.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_31 + ) subq_32 + WHERE booking__is_instant + ) subq_33 + ) subq_34 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_16.listing - , subq_16.is_lux_latest + subq_36.listing + , subq_36.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_15.ds__day - , subq_15.ds__week - , subq_15.ds__month - , subq_15.ds__quarter - , subq_15.ds__year - , subq_15.ds__extract_year - , subq_15.ds__extract_quarter - , subq_15.ds__extract_month - , subq_15.ds__extract_day - , subq_15.ds__extract_dow - , subq_15.ds__extract_doy - , subq_15.created_at__day - , subq_15.created_at__week - , subq_15.created_at__month - , subq_15.created_at__quarter - , subq_15.created_at__year - , subq_15.created_at__extract_year - , subq_15.created_at__extract_quarter - , subq_15.created_at__extract_month - , subq_15.created_at__extract_day - , subq_15.created_at__extract_dow - , subq_15.created_at__extract_doy - , subq_15.listing__ds__day - , subq_15.listing__ds__week - , subq_15.listing__ds__month - , subq_15.listing__ds__quarter - , subq_15.listing__ds__year - , subq_15.listing__ds__extract_year - , subq_15.listing__ds__extract_quarter - , subq_15.listing__ds__extract_month - , subq_15.listing__ds__extract_day - , subq_15.listing__ds__extract_dow - , subq_15.listing__ds__extract_doy - , subq_15.listing__created_at__day - , subq_15.listing__created_at__week - , subq_15.listing__created_at__month - , subq_15.listing__created_at__quarter - , subq_15.listing__created_at__year - , subq_15.listing__created_at__extract_year - , subq_15.listing__created_at__extract_quarter - , subq_15.listing__created_at__extract_month - , subq_15.listing__created_at__extract_day - , subq_15.listing__created_at__extract_dow - , subq_15.listing__created_at__extract_doy - , subq_15.ds__day AS metric_time__day - , subq_15.ds__week AS metric_time__week - , subq_15.ds__month AS metric_time__month - , subq_15.ds__quarter AS metric_time__quarter - , subq_15.ds__year AS metric_time__year - , subq_15.ds__extract_year AS metric_time__extract_year - , subq_15.ds__extract_quarter AS metric_time__extract_quarter - , subq_15.ds__extract_month AS metric_time__extract_month - , subq_15.ds__extract_day AS metric_time__extract_day - , subq_15.ds__extract_dow AS metric_time__extract_dow - , subq_15.ds__extract_doy AS metric_time__extract_doy - , subq_15.listing - , subq_15.user - , subq_15.listing__user - , subq_15.country_latest - , subq_15.is_lux_latest - , subq_15.capacity_latest - , subq_15.listing__country_latest - , subq_15.listing__is_lux_latest - , subq_15.listing__capacity_latest - , subq_15.listings - , subq_15.largest_listing - , subq_15.smallest_listing + subq_35.ds__day + , subq_35.ds__week + , subq_35.ds__month + , subq_35.ds__quarter + , subq_35.ds__year + , subq_35.ds__extract_year + , subq_35.ds__extract_quarter + , subq_35.ds__extract_month + , subq_35.ds__extract_day + , subq_35.ds__extract_dow + , subq_35.ds__extract_doy + , subq_35.created_at__day + , subq_35.created_at__week + , subq_35.created_at__month + , subq_35.created_at__quarter + , subq_35.created_at__year + , subq_35.created_at__extract_year + , subq_35.created_at__extract_quarter + , subq_35.created_at__extract_month + , subq_35.created_at__extract_day + , subq_35.created_at__extract_dow + , subq_35.created_at__extract_doy + , subq_35.listing__ds__day + , subq_35.listing__ds__week + , subq_35.listing__ds__month + , subq_35.listing__ds__quarter + , subq_35.listing__ds__year + , subq_35.listing__ds__extract_year + , subq_35.listing__ds__extract_quarter + , subq_35.listing__ds__extract_month + , subq_35.listing__ds__extract_day + , subq_35.listing__ds__extract_dow + , subq_35.listing__ds__extract_doy + , subq_35.listing__created_at__day + , subq_35.listing__created_at__week + , subq_35.listing__created_at__month + , subq_35.listing__created_at__quarter + , subq_35.listing__created_at__year + , subq_35.listing__created_at__extract_year + , subq_35.listing__created_at__extract_quarter + , subq_35.listing__created_at__extract_month + , subq_35.listing__created_at__extract_day + , subq_35.listing__created_at__extract_dow + , subq_35.listing__created_at__extract_doy + , subq_35.ds__day AS metric_time__day + , subq_35.ds__week AS metric_time__week + , subq_35.ds__month AS metric_time__month + , subq_35.ds__quarter AS metric_time__quarter + , subq_35.ds__year AS metric_time__year + , subq_35.ds__extract_year AS metric_time__extract_year + , subq_35.ds__extract_quarter AS metric_time__extract_quarter + , subq_35.ds__extract_month AS metric_time__extract_month + , subq_35.ds__extract_day AS metric_time__extract_day + , subq_35.ds__extract_dow AS metric_time__extract_dow + , subq_35.ds__extract_doy AS metric_time__extract_doy + , subq_35.listing + , subq_35.user + , subq_35.listing__user + , subq_35.country_latest + , subq_35.is_lux_latest + , subq_35.capacity_latest + , subq_35.listing__country_latest + , subq_35.listing__is_lux_latest + , subq_35.listing__capacity_latest + , subq_35.listings + , subq_35.largest_listing + , subq_35.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -759,240 +965,343 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_15 - ) subq_16 - ) subq_17 + ) subq_35 + ) subq_36 + ) subq_37 ON - subq_14.listing = subq_17.listing - ) subq_18 - ) subq_19 + subq_34.listing = subq_37.listing + ) subq_38 + ) subq_39 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_20 - ) subq_21 - ) subq_22 - ) subq_23 + ) subq_40 + ) subq_41 + ) subq_42 + ) subq_43 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_29.booking_value + subq_50.booking_value FROM ( -- Aggregate Measures SELECT - SUM(subq_28.booking_value) AS booking_value + SUM(subq_49.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value',] SELECT - subq_27.booking_value + subq_48.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_26.booking__is_instant - , subq_26.booking_value + subq_47.booking__is_instant + , subq_47.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - subq_25.booking__is_instant - , subq_25.booking_value + subq_46.booking__is_instant + , subq_46.booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_24.ds__day - , subq_24.ds__week - , subq_24.ds__month - , subq_24.ds__quarter - , subq_24.ds__year - , subq_24.ds__extract_year - , subq_24.ds__extract_quarter - , subq_24.ds__extract_month - , subq_24.ds__extract_day - , subq_24.ds__extract_dow - , subq_24.ds__extract_doy - , subq_24.ds_partitioned__day - , subq_24.ds_partitioned__week - , subq_24.ds_partitioned__month - , subq_24.ds_partitioned__quarter - , subq_24.ds_partitioned__year - , subq_24.ds_partitioned__extract_year - , subq_24.ds_partitioned__extract_quarter - , subq_24.ds_partitioned__extract_month - , subq_24.ds_partitioned__extract_day - , subq_24.ds_partitioned__extract_dow - , subq_24.ds_partitioned__extract_doy - , subq_24.paid_at__day - , subq_24.paid_at__week - , subq_24.paid_at__month - , subq_24.paid_at__quarter - , subq_24.paid_at__year - , subq_24.paid_at__extract_year - , subq_24.paid_at__extract_quarter - , subq_24.paid_at__extract_month - , subq_24.paid_at__extract_day - , subq_24.paid_at__extract_dow - , subq_24.paid_at__extract_doy - , subq_24.booking__ds__day - , subq_24.booking__ds__week - , subq_24.booking__ds__month - , subq_24.booking__ds__quarter - , subq_24.booking__ds__year - , subq_24.booking__ds__extract_year - , subq_24.booking__ds__extract_quarter - , subq_24.booking__ds__extract_month - , subq_24.booking__ds__extract_day - , subq_24.booking__ds__extract_dow - , subq_24.booking__ds__extract_doy - , subq_24.booking__ds_partitioned__day - , subq_24.booking__ds_partitioned__week - , subq_24.booking__ds_partitioned__month - , subq_24.booking__ds_partitioned__quarter - , subq_24.booking__ds_partitioned__year - , subq_24.booking__ds_partitioned__extract_year - , subq_24.booking__ds_partitioned__extract_quarter - , subq_24.booking__ds_partitioned__extract_month - , subq_24.booking__ds_partitioned__extract_day - , subq_24.booking__ds_partitioned__extract_dow - , subq_24.booking__ds_partitioned__extract_doy - , subq_24.booking__paid_at__day - , subq_24.booking__paid_at__week - , subq_24.booking__paid_at__month - , subq_24.booking__paid_at__quarter - , subq_24.booking__paid_at__year - , subq_24.booking__paid_at__extract_year - , subq_24.booking__paid_at__extract_quarter - , subq_24.booking__paid_at__extract_month - , subq_24.booking__paid_at__extract_day - , subq_24.booking__paid_at__extract_dow - , subq_24.booking__paid_at__extract_doy - , subq_24.ds__day AS metric_time__day - , subq_24.ds__week AS metric_time__week - , subq_24.ds__month AS metric_time__month - , subq_24.ds__quarter AS metric_time__quarter - , subq_24.ds__year AS metric_time__year - , subq_24.ds__extract_year AS metric_time__extract_year - , subq_24.ds__extract_quarter AS metric_time__extract_quarter - , subq_24.ds__extract_month AS metric_time__extract_month - , subq_24.ds__extract_day AS metric_time__extract_day - , subq_24.ds__extract_dow AS metric_time__extract_dow - , subq_24.ds__extract_doy AS metric_time__extract_doy - , subq_24.listing - , subq_24.guest - , subq_24.host - , subq_24.booking__listing - , subq_24.booking__guest - , subq_24.booking__host - , subq_24.is_instant - , subq_24.booking__is_instant - , subq_24.bookings - , subq_24.instant_bookings - , subq_24.booking_value - , subq_24.max_booking_value - , subq_24.min_booking_value - , subq_24.bookers - , subq_24.average_booking_value - , subq_24.referred_bookings - , subq_24.median_booking_value - , subq_24.booking_value_p99 - , subq_24.discrete_booking_value_p99 - , subq_24.approximate_continuous_booking_value_p99 - , subq_24.approximate_discrete_booking_value_p99 + subq_45.ds__day + , subq_45.ds__week + , subq_45.ds__month + , subq_45.ds__quarter + , subq_45.ds__year + , subq_45.ds__extract_year + , subq_45.ds__extract_quarter + , subq_45.ds__extract_month + , subq_45.ds__extract_day + , subq_45.ds__extract_dow + , subq_45.ds__extract_doy + , subq_45.ds_partitioned__day + , subq_45.ds_partitioned__week + , subq_45.ds_partitioned__month + , subq_45.ds_partitioned__quarter + , subq_45.ds_partitioned__year + , subq_45.ds_partitioned__extract_year + , subq_45.ds_partitioned__extract_quarter + , subq_45.ds_partitioned__extract_month + , subq_45.ds_partitioned__extract_day + , subq_45.ds_partitioned__extract_dow + , subq_45.ds_partitioned__extract_doy + , subq_45.paid_at__day + , subq_45.paid_at__week + , subq_45.paid_at__month + , subq_45.paid_at__quarter + , subq_45.paid_at__year + , subq_45.paid_at__extract_year + , subq_45.paid_at__extract_quarter + , subq_45.paid_at__extract_month + , subq_45.paid_at__extract_day + , subq_45.paid_at__extract_dow + , subq_45.paid_at__extract_doy + , subq_45.booking__ds__day + , subq_45.booking__ds__week + , subq_45.booking__ds__month + , subq_45.booking__ds__quarter + , subq_45.booking__ds__year + , subq_45.booking__ds__extract_year + , subq_45.booking__ds__extract_quarter + , subq_45.booking__ds__extract_month + , subq_45.booking__ds__extract_day + , subq_45.booking__ds__extract_dow + , subq_45.booking__ds__extract_doy + , subq_45.booking__ds_partitioned__day + , subq_45.booking__ds_partitioned__week + , subq_45.booking__ds_partitioned__month + , subq_45.booking__ds_partitioned__quarter + , subq_45.booking__ds_partitioned__year + , subq_45.booking__ds_partitioned__extract_year + , subq_45.booking__ds_partitioned__extract_quarter + , subq_45.booking__ds_partitioned__extract_month + , subq_45.booking__ds_partitioned__extract_day + , subq_45.booking__ds_partitioned__extract_dow + , subq_45.booking__ds_partitioned__extract_doy + , subq_45.booking__paid_at__day + , subq_45.booking__paid_at__week + , subq_45.booking__paid_at__month + , subq_45.booking__paid_at__quarter + , subq_45.booking__paid_at__year + , subq_45.booking__paid_at__extract_year + , subq_45.booking__paid_at__extract_quarter + , subq_45.booking__paid_at__extract_month + , subq_45.booking__paid_at__extract_day + , subq_45.booking__paid_at__extract_dow + , subq_45.booking__paid_at__extract_doy + , subq_45.metric_time__day + , subq_45.metric_time__week + , subq_45.metric_time__month + , subq_45.metric_time__quarter + , subq_45.metric_time__year + , subq_45.metric_time__extract_year + , subq_45.metric_time__extract_quarter + , subq_45.metric_time__extract_month + , subq_45.metric_time__extract_day + , subq_45.metric_time__extract_dow + , subq_45.metric_time__extract_doy + , subq_45.listing + , subq_45.guest + , subq_45.host + , subq_45.booking__listing + , subq_45.booking__guest + , subq_45.booking__host + , subq_45.is_instant + , subq_45.booking__is_instant + , subq_45.bookings + , subq_45.instant_bookings + , subq_45.booking_value + , subq_45.max_booking_value + , subq_45.min_booking_value + , subq_45.bookers + , subq_45.average_booking_value + , subq_45.referred_bookings + , subq_45.median_booking_value + , subq_45.booking_value_p99 + , subq_45.discrete_booking_value_p99 + , subq_45.approximate_continuous_booking_value_p99 + , subq_45.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day - , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week - , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month - , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day - , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week - , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month - , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_24 - ) subq_25 - ) subq_26 + subq_44.ds__day + , subq_44.ds__week + , subq_44.ds__month + , subq_44.ds__quarter + , subq_44.ds__year + , subq_44.ds__extract_year + , subq_44.ds__extract_quarter + , subq_44.ds__extract_month + , subq_44.ds__extract_day + , subq_44.ds__extract_dow + , subq_44.ds__extract_doy + , subq_44.ds_partitioned__day + , subq_44.ds_partitioned__week + , subq_44.ds_partitioned__month + , subq_44.ds_partitioned__quarter + , subq_44.ds_partitioned__year + , subq_44.ds_partitioned__extract_year + , subq_44.ds_partitioned__extract_quarter + , subq_44.ds_partitioned__extract_month + , subq_44.ds_partitioned__extract_day + , subq_44.ds_partitioned__extract_dow + , subq_44.ds_partitioned__extract_doy + , subq_44.paid_at__day + , subq_44.paid_at__week + , subq_44.paid_at__month + , subq_44.paid_at__quarter + , subq_44.paid_at__year + , subq_44.paid_at__extract_year + , subq_44.paid_at__extract_quarter + , subq_44.paid_at__extract_month + , subq_44.paid_at__extract_day + , subq_44.paid_at__extract_dow + , subq_44.paid_at__extract_doy + , subq_44.booking__ds__day + , subq_44.booking__ds__week + , subq_44.booking__ds__month + , subq_44.booking__ds__quarter + , subq_44.booking__ds__year + , subq_44.booking__ds__extract_year + , subq_44.booking__ds__extract_quarter + , subq_44.booking__ds__extract_month + , subq_44.booking__ds__extract_day + , subq_44.booking__ds__extract_dow + , subq_44.booking__ds__extract_doy + , subq_44.booking__ds_partitioned__day + , subq_44.booking__ds_partitioned__week + , subq_44.booking__ds_partitioned__month + , subq_44.booking__ds_partitioned__quarter + , subq_44.booking__ds_partitioned__year + , subq_44.booking__ds_partitioned__extract_year + , subq_44.booking__ds_partitioned__extract_quarter + , subq_44.booking__ds_partitioned__extract_month + , subq_44.booking__ds_partitioned__extract_day + , subq_44.booking__ds_partitioned__extract_dow + , subq_44.booking__ds_partitioned__extract_doy + , subq_44.booking__paid_at__day + , subq_44.booking__paid_at__week + , subq_44.booking__paid_at__month + , subq_44.booking__paid_at__quarter + , subq_44.booking__paid_at__year + , subq_44.booking__paid_at__extract_year + , subq_44.booking__paid_at__extract_quarter + , subq_44.booking__paid_at__extract_month + , subq_44.booking__paid_at__extract_day + , subq_44.booking__paid_at__extract_dow + , subq_44.booking__paid_at__extract_doy + , subq_44.ds__day AS metric_time__day + , subq_44.ds__week AS metric_time__week + , subq_44.ds__month AS metric_time__month + , subq_44.ds__quarter AS metric_time__quarter + , subq_44.ds__year AS metric_time__year + , subq_44.ds__extract_year AS metric_time__extract_year + , subq_44.ds__extract_quarter AS metric_time__extract_quarter + , subq_44.ds__extract_month AS metric_time__extract_month + , subq_44.ds__extract_day AS metric_time__extract_day + , subq_44.ds__extract_dow AS metric_time__extract_dow + , subq_44.ds__extract_doy AS metric_time__extract_doy + , subq_44.listing + , subq_44.guest + , subq_44.host + , subq_44.booking__listing + , subq_44.booking__guest + , subq_44.booking__host + , subq_44.is_instant + , subq_44.booking__is_instant + , subq_44.bookings + , subq_44.instant_bookings + , subq_44.booking_value + , subq_44.max_booking_value + , subq_44.min_booking_value + , subq_44.bookers + , subq_44.average_booking_value + , subq_44.referred_bookings + , subq_44.median_booking_value + , subq_44.booking_value_p99 + , subq_44.discrete_booking_value_p99 + , subq_44.approximate_continuous_booking_value_p99 + , subq_44.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_44 + ) subq_45 + WHERE booking__is_instant + ) subq_46 + ) subq_47 WHERE booking__is_instant - ) subq_27 - ) subq_28 - ) subq_29 - ) subq_30 - ) subq_31 -) subq_32 + ) subq_48 + ) subq_49 + ) subq_50 + ) subq_51 + ) subq_52 +) subq_53 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_nested_filters__plan0_optimized.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_nested_filters__plan0_optimized.sql index a73bfea928..a0fdc735bd 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_nested_filters__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_nested_filters__plan0_optimized.sql @@ -8,9 +8,9 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_44.average_booking_value) AS average_booking_value - , MAX(subq_56.bookings) AS bookings - , MAX(subq_63.booking_value) AS booking_value + MAX(subq_66.average_booking_value) AS average_booking_value + , MAX(subq_79.bookings) AS bookings + , MAX(subq_87.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value',] @@ -22,17 +22,34 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - bookings_source_src_28000.is_instant AS booking__is_instant + subq_57.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , bookings_source_src_28000.booking_value AS average_booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 + , subq_57.average_booking_value AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] + SELECT + listing + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_55 + WHERE booking__is_instant + ) subq_57 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - bookings_source_src_28000.listing_id = listings_latest_src_28000.listing_id - ) subq_40 + subq_57.listing = listings_latest_src_28000.listing_id + ) subq_62 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_44 + ) subq_66 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings',] @@ -44,26 +61,34 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_47.booking__is_instant AS booking__is_instant + subq_70.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_47.bookings AS bookings + , subq_70.bookings AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - listing_id AS listing - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_47 + listing + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_68 + WHERE booking__is_instant + ) subq_70 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_47.listing = listings_latest_src_28000.listing_id - ) subq_52 + subq_70.listing = listings_latest_src_28000.listing_id + ) subq_75 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_56 + ) subq_79 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value',] @@ -72,15 +97,22 @@ FROM ( SELECT SUM(booking_value) AS booking_value FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - is_instant AS booking__is_instant + booking__is_instant , booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_59 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + is_instant AS booking__is_instant + , booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_81 + WHERE booking__is_instant + ) subq_83 WHERE booking__is_instant - ) subq_63 - ) subq_64 -) subq_65 + ) subq_87 + ) subq_88 +) subq_89 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_nested_filters__plan0.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_nested_filters__plan0.sql index 94ca50b1fd..facafc599f 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_nested_filters__plan0.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_nested_filters__plan0.sql @@ -8,317 +8,420 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_11.average_booking_value) AS average_booking_value - , MAX(subq_23.bookings) AS bookings - , MAX(subq_30.booking_value) AS booking_value + MAX(subq_30.average_booking_value) AS average_booking_value + , MAX(subq_43.bookings) AS bookings + , MAX(subq_51.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_10.average_booking_value + subq_29.average_booking_value FROM ( -- Aggregate Measures SELECT - AVG(subq_9.average_booking_value) AS average_booking_value + AVG(subq_28.average_booking_value) AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value',] SELECT - subq_8.average_booking_value + subq_27.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_7.booking__is_instant - , subq_7.listing__is_lux_latest - , subq_7.average_booking_value + subq_26.booking__is_instant + , subq_26.listing__is_lux_latest + , subq_26.average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_6.booking__is_instant - , subq_6.listing__is_lux_latest - , subq_6.average_booking_value + subq_25.booking__is_instant + , subq_25.listing__is_lux_latest + , subq_25.average_booking_value FROM ( -- Join Standard Outputs SELECT - subq_2.listing AS listing - , subq_2.booking__is_instant AS booking__is_instant - , subq_5.is_lux_latest AS listing__is_lux_latest - , subq_2.average_booking_value AS average_booking_value + subq_21.listing AS listing + , subq_21.booking__is_instant AS booking__is_instant + , subq_24.is_lux_latest AS listing__is_lux_latest + , subq_21.average_booking_value AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] SELECT - subq_1.listing - , subq_1.booking__is_instant - , subq_1.average_booking_value + subq_20.listing + , subq_20.booking__is_instant + , subq_20.average_booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_19.ds__day + , subq_19.ds__week + , subq_19.ds__month + , subq_19.ds__quarter + , subq_19.ds__year + , subq_19.ds__extract_year + , subq_19.ds__extract_quarter + , subq_19.ds__extract_month + , subq_19.ds__extract_day + , subq_19.ds__extract_dow + , subq_19.ds__extract_doy + , subq_19.ds_partitioned__day + , subq_19.ds_partitioned__week + , subq_19.ds_partitioned__month + , subq_19.ds_partitioned__quarter + , subq_19.ds_partitioned__year + , subq_19.ds_partitioned__extract_year + , subq_19.ds_partitioned__extract_quarter + , subq_19.ds_partitioned__extract_month + , subq_19.ds_partitioned__extract_day + , subq_19.ds_partitioned__extract_dow + , subq_19.ds_partitioned__extract_doy + , subq_19.paid_at__day + , subq_19.paid_at__week + , subq_19.paid_at__month + , subq_19.paid_at__quarter + , subq_19.paid_at__year + , subq_19.paid_at__extract_year + , subq_19.paid_at__extract_quarter + , subq_19.paid_at__extract_month + , subq_19.paid_at__extract_day + , subq_19.paid_at__extract_dow + , subq_19.paid_at__extract_doy + , subq_19.booking__ds__day + , subq_19.booking__ds__week + , subq_19.booking__ds__month + , subq_19.booking__ds__quarter + , subq_19.booking__ds__year + , subq_19.booking__ds__extract_year + , subq_19.booking__ds__extract_quarter + , subq_19.booking__ds__extract_month + , subq_19.booking__ds__extract_day + , subq_19.booking__ds__extract_dow + , subq_19.booking__ds__extract_doy + , subq_19.booking__ds_partitioned__day + , subq_19.booking__ds_partitioned__week + , subq_19.booking__ds_partitioned__month + , subq_19.booking__ds_partitioned__quarter + , subq_19.booking__ds_partitioned__year + , subq_19.booking__ds_partitioned__extract_year + , subq_19.booking__ds_partitioned__extract_quarter + , subq_19.booking__ds_partitioned__extract_month + , subq_19.booking__ds_partitioned__extract_day + , subq_19.booking__ds_partitioned__extract_dow + , subq_19.booking__ds_partitioned__extract_doy + , subq_19.booking__paid_at__day + , subq_19.booking__paid_at__week + , subq_19.booking__paid_at__month + , subq_19.booking__paid_at__quarter + , subq_19.booking__paid_at__year + , subq_19.booking__paid_at__extract_year + , subq_19.booking__paid_at__extract_quarter + , subq_19.booking__paid_at__extract_month + , subq_19.booking__paid_at__extract_day + , subq_19.booking__paid_at__extract_dow + , subq_19.booking__paid_at__extract_doy + , subq_19.metric_time__day + , subq_19.metric_time__week + , subq_19.metric_time__month + , subq_19.metric_time__quarter + , subq_19.metric_time__year + , subq_19.metric_time__extract_year + , subq_19.metric_time__extract_quarter + , subq_19.metric_time__extract_month + , subq_19.metric_time__extract_day + , subq_19.metric_time__extract_dow + , subq_19.metric_time__extract_doy + , subq_19.listing + , subq_19.guest + , subq_19.host + , subq_19.booking__listing + , subq_19.booking__guest + , subq_19.booking__host + , subq_19.is_instant + , subq_19.booking__is_instant + , subq_19.bookings + , subq_19.instant_bookings + , subq_19.booking_value + , subq_19.max_booking_value + , subq_19.min_booking_value + , subq_19.bookers + , subq_19.average_booking_value + , subq_19.referred_bookings + , subq_19.median_booking_value + , subq_19.booking_value_p99 + , subq_19.discrete_booking_value_p99 + , subq_19.approximate_continuous_booking_value_p99 + , subq_19.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_18.ds__day + , subq_18.ds__week + , subq_18.ds__month + , subq_18.ds__quarter + , subq_18.ds__year + , subq_18.ds__extract_year + , subq_18.ds__extract_quarter + , subq_18.ds__extract_month + , subq_18.ds__extract_day + , subq_18.ds__extract_dow + , subq_18.ds__extract_doy + , subq_18.ds_partitioned__day + , subq_18.ds_partitioned__week + , subq_18.ds_partitioned__month + , subq_18.ds_partitioned__quarter + , subq_18.ds_partitioned__year + , subq_18.ds_partitioned__extract_year + , subq_18.ds_partitioned__extract_quarter + , subq_18.ds_partitioned__extract_month + , subq_18.ds_partitioned__extract_day + , subq_18.ds_partitioned__extract_dow + , subq_18.ds_partitioned__extract_doy + , subq_18.paid_at__day + , subq_18.paid_at__week + , subq_18.paid_at__month + , subq_18.paid_at__quarter + , subq_18.paid_at__year + , subq_18.paid_at__extract_year + , subq_18.paid_at__extract_quarter + , subq_18.paid_at__extract_month + , subq_18.paid_at__extract_day + , subq_18.paid_at__extract_dow + , subq_18.paid_at__extract_doy + , subq_18.booking__ds__day + , subq_18.booking__ds__week + , subq_18.booking__ds__month + , subq_18.booking__ds__quarter + , subq_18.booking__ds__year + , subq_18.booking__ds__extract_year + , subq_18.booking__ds__extract_quarter + , subq_18.booking__ds__extract_month + , subq_18.booking__ds__extract_day + , subq_18.booking__ds__extract_dow + , subq_18.booking__ds__extract_doy + , subq_18.booking__ds_partitioned__day + , subq_18.booking__ds_partitioned__week + , subq_18.booking__ds_partitioned__month + , subq_18.booking__ds_partitioned__quarter + , subq_18.booking__ds_partitioned__year + , subq_18.booking__ds_partitioned__extract_year + , subq_18.booking__ds_partitioned__extract_quarter + , subq_18.booking__ds_partitioned__extract_month + , subq_18.booking__ds_partitioned__extract_day + , subq_18.booking__ds_partitioned__extract_dow + , subq_18.booking__ds_partitioned__extract_doy + , subq_18.booking__paid_at__day + , subq_18.booking__paid_at__week + , subq_18.booking__paid_at__month + , subq_18.booking__paid_at__quarter + , subq_18.booking__paid_at__year + , subq_18.booking__paid_at__extract_year + , subq_18.booking__paid_at__extract_quarter + , subq_18.booking__paid_at__extract_month + , subq_18.booking__paid_at__extract_day + , subq_18.booking__paid_at__extract_dow + , subq_18.booking__paid_at__extract_doy + , subq_18.ds__day AS metric_time__day + , subq_18.ds__week AS metric_time__week + , subq_18.ds__month AS metric_time__month + , subq_18.ds__quarter AS metric_time__quarter + , subq_18.ds__year AS metric_time__year + , subq_18.ds__extract_year AS metric_time__extract_year + , subq_18.ds__extract_quarter AS metric_time__extract_quarter + , subq_18.ds__extract_month AS metric_time__extract_month + , subq_18.ds__extract_day AS metric_time__extract_day + , subq_18.ds__extract_dow AS metric_time__extract_dow + , subq_18.ds__extract_doy AS metric_time__extract_doy + , subq_18.listing + , subq_18.guest + , subq_18.host + , subq_18.booking__listing + , subq_18.booking__guest + , subq_18.booking__host + , subq_18.is_instant + , subq_18.booking__is_instant + , subq_18.bookings + , subq_18.instant_bookings + , subq_18.booking_value + , subq_18.max_booking_value + , subq_18.min_booking_value + , subq_18.bookers + , subq_18.average_booking_value + , subq_18.referred_bookings + , subq_18.median_booking_value + , subq_18.booking_value_p99 + , subq_18.discrete_booking_value_p99 + , subq_18.approximate_continuous_booking_value_p99 + , subq_18.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_18 + ) subq_19 + WHERE booking__is_instant + ) subq_20 + ) subq_21 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_4.listing - , subq_4.is_lux_latest + subq_23.listing + , subq_23.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_22.ds__day + , subq_22.ds__week + , subq_22.ds__month + , subq_22.ds__quarter + , subq_22.ds__year + , subq_22.ds__extract_year + , subq_22.ds__extract_quarter + , subq_22.ds__extract_month + , subq_22.ds__extract_day + , subq_22.ds__extract_dow + , subq_22.ds__extract_doy + , subq_22.created_at__day + , subq_22.created_at__week + , subq_22.created_at__month + , subq_22.created_at__quarter + , subq_22.created_at__year + , subq_22.created_at__extract_year + , subq_22.created_at__extract_quarter + , subq_22.created_at__extract_month + , subq_22.created_at__extract_day + , subq_22.created_at__extract_dow + , subq_22.created_at__extract_doy + , subq_22.listing__ds__day + , subq_22.listing__ds__week + , subq_22.listing__ds__month + , subq_22.listing__ds__quarter + , subq_22.listing__ds__year + , subq_22.listing__ds__extract_year + , subq_22.listing__ds__extract_quarter + , subq_22.listing__ds__extract_month + , subq_22.listing__ds__extract_day + , subq_22.listing__ds__extract_dow + , subq_22.listing__ds__extract_doy + , subq_22.listing__created_at__day + , subq_22.listing__created_at__week + , subq_22.listing__created_at__month + , subq_22.listing__created_at__quarter + , subq_22.listing__created_at__year + , subq_22.listing__created_at__extract_year + , subq_22.listing__created_at__extract_quarter + , subq_22.listing__created_at__extract_month + , subq_22.listing__created_at__extract_day + , subq_22.listing__created_at__extract_dow + , subq_22.listing__created_at__extract_doy + , subq_22.ds__day AS metric_time__day + , subq_22.ds__week AS metric_time__week + , subq_22.ds__month AS metric_time__month + , subq_22.ds__quarter AS metric_time__quarter + , subq_22.ds__year AS metric_time__year + , subq_22.ds__extract_year AS metric_time__extract_year + , subq_22.ds__extract_quarter AS metric_time__extract_quarter + , subq_22.ds__extract_month AS metric_time__extract_month + , subq_22.ds__extract_day AS metric_time__extract_day + , subq_22.ds__extract_dow AS metric_time__extract_dow + , subq_22.ds__extract_doy AS metric_time__extract_doy + , subq_22.listing + , subq_22.user + , subq_22.listing__user + , subq_22.country_latest + , subq_22.is_lux_latest + , subq_22.capacity_latest + , subq_22.listing__country_latest + , subq_22.listing__is_lux_latest + , subq_22.listing__capacity_latest + , subq_22.listings + , subq_22.largest_listing + , subq_22.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -379,326 +482,429 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_22 + ) subq_23 + ) subq_24 ON - subq_2.listing = subq_5.listing - ) subq_6 - ) subq_7 + subq_21.listing = subq_24.listing + ) subq_25 + ) subq_26 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_8 - ) subq_9 - ) subq_10 - ) subq_11 + ) subq_27 + ) subq_28 + ) subq_29 + ) subq_30 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_22.bookings + subq_42.bookings FROM ( -- Aggregate Measures SELECT - SUM(subq_21.bookings) AS bookings + SUM(subq_41.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings',] SELECT - subq_20.bookings + subq_40.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_19.booking__is_instant - , subq_19.listing__is_lux_latest - , subq_19.bookings + subq_39.booking__is_instant + , subq_39.listing__is_lux_latest + , subq_39.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_18.booking__is_instant - , subq_18.listing__is_lux_latest - , subq_18.bookings + subq_38.booking__is_instant + , subq_38.listing__is_lux_latest + , subq_38.bookings FROM ( -- Join Standard Outputs SELECT - subq_14.listing AS listing - , subq_14.booking__is_instant AS booking__is_instant - , subq_17.is_lux_latest AS listing__is_lux_latest - , subq_14.bookings AS bookings + subq_34.listing AS listing + , subq_34.booking__is_instant AS booking__is_instant + , subq_37.is_lux_latest AS listing__is_lux_latest + , subq_34.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_13.listing - , subq_13.booking__is_instant - , subq_13.bookings + subq_33.listing + , subq_33.booking__is_instant + , subq_33.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_12.ds__day - , subq_12.ds__week - , subq_12.ds__month - , subq_12.ds__quarter - , subq_12.ds__year - , subq_12.ds__extract_year - , subq_12.ds__extract_quarter - , subq_12.ds__extract_month - , subq_12.ds__extract_day - , subq_12.ds__extract_dow - , subq_12.ds__extract_doy - , subq_12.ds_partitioned__day - , subq_12.ds_partitioned__week - , subq_12.ds_partitioned__month - , subq_12.ds_partitioned__quarter - , subq_12.ds_partitioned__year - , subq_12.ds_partitioned__extract_year - , subq_12.ds_partitioned__extract_quarter - , subq_12.ds_partitioned__extract_month - , subq_12.ds_partitioned__extract_day - , subq_12.ds_partitioned__extract_dow - , subq_12.ds_partitioned__extract_doy - , subq_12.paid_at__day - , subq_12.paid_at__week - , subq_12.paid_at__month - , subq_12.paid_at__quarter - , subq_12.paid_at__year - , subq_12.paid_at__extract_year - , subq_12.paid_at__extract_quarter - , subq_12.paid_at__extract_month - , subq_12.paid_at__extract_day - , subq_12.paid_at__extract_dow - , subq_12.paid_at__extract_doy - , subq_12.booking__ds__day - , subq_12.booking__ds__week - , subq_12.booking__ds__month - , subq_12.booking__ds__quarter - , subq_12.booking__ds__year - , subq_12.booking__ds__extract_year - , subq_12.booking__ds__extract_quarter - , subq_12.booking__ds__extract_month - , subq_12.booking__ds__extract_day - , subq_12.booking__ds__extract_dow - , subq_12.booking__ds__extract_doy - , subq_12.booking__ds_partitioned__day - , subq_12.booking__ds_partitioned__week - , subq_12.booking__ds_partitioned__month - , subq_12.booking__ds_partitioned__quarter - , subq_12.booking__ds_partitioned__year - , subq_12.booking__ds_partitioned__extract_year - , subq_12.booking__ds_partitioned__extract_quarter - , subq_12.booking__ds_partitioned__extract_month - , subq_12.booking__ds_partitioned__extract_day - , subq_12.booking__ds_partitioned__extract_dow - , subq_12.booking__ds_partitioned__extract_doy - , subq_12.booking__paid_at__day - , subq_12.booking__paid_at__week - , subq_12.booking__paid_at__month - , subq_12.booking__paid_at__quarter - , subq_12.booking__paid_at__year - , subq_12.booking__paid_at__extract_year - , subq_12.booking__paid_at__extract_quarter - , subq_12.booking__paid_at__extract_month - , subq_12.booking__paid_at__extract_day - , subq_12.booking__paid_at__extract_dow - , subq_12.booking__paid_at__extract_doy - , subq_12.ds__day AS metric_time__day - , subq_12.ds__week AS metric_time__week - , subq_12.ds__month AS metric_time__month - , subq_12.ds__quarter AS metric_time__quarter - , subq_12.ds__year AS metric_time__year - , subq_12.ds__extract_year AS metric_time__extract_year - , subq_12.ds__extract_quarter AS metric_time__extract_quarter - , subq_12.ds__extract_month AS metric_time__extract_month - , subq_12.ds__extract_day AS metric_time__extract_day - , subq_12.ds__extract_dow AS metric_time__extract_dow - , subq_12.ds__extract_doy AS metric_time__extract_doy - , subq_12.listing - , subq_12.guest - , subq_12.host - , subq_12.booking__listing - , subq_12.booking__guest - , subq_12.booking__host - , subq_12.is_instant - , subq_12.booking__is_instant - , subq_12.bookings - , subq_12.instant_bookings - , subq_12.booking_value - , subq_12.max_booking_value - , subq_12.min_booking_value - , subq_12.bookers - , subq_12.average_booking_value - , subq_12.referred_bookings - , subq_12.median_booking_value - , subq_12.booking_value_p99 - , subq_12.discrete_booking_value_p99 - , subq_12.approximate_continuous_booking_value_p99 - , subq_12.approximate_discrete_booking_value_p99 + subq_32.ds__day + , subq_32.ds__week + , subq_32.ds__month + , subq_32.ds__quarter + , subq_32.ds__year + , subq_32.ds__extract_year + , subq_32.ds__extract_quarter + , subq_32.ds__extract_month + , subq_32.ds__extract_day + , subq_32.ds__extract_dow + , subq_32.ds__extract_doy + , subq_32.ds_partitioned__day + , subq_32.ds_partitioned__week + , subq_32.ds_partitioned__month + , subq_32.ds_partitioned__quarter + , subq_32.ds_partitioned__year + , subq_32.ds_partitioned__extract_year + , subq_32.ds_partitioned__extract_quarter + , subq_32.ds_partitioned__extract_month + , subq_32.ds_partitioned__extract_day + , subq_32.ds_partitioned__extract_dow + , subq_32.ds_partitioned__extract_doy + , subq_32.paid_at__day + , subq_32.paid_at__week + , subq_32.paid_at__month + , subq_32.paid_at__quarter + , subq_32.paid_at__year + , subq_32.paid_at__extract_year + , subq_32.paid_at__extract_quarter + , subq_32.paid_at__extract_month + , subq_32.paid_at__extract_day + , subq_32.paid_at__extract_dow + , subq_32.paid_at__extract_doy + , subq_32.booking__ds__day + , subq_32.booking__ds__week + , subq_32.booking__ds__month + , subq_32.booking__ds__quarter + , subq_32.booking__ds__year + , subq_32.booking__ds__extract_year + , subq_32.booking__ds__extract_quarter + , subq_32.booking__ds__extract_month + , subq_32.booking__ds__extract_day + , subq_32.booking__ds__extract_dow + , subq_32.booking__ds__extract_doy + , subq_32.booking__ds_partitioned__day + , subq_32.booking__ds_partitioned__week + , subq_32.booking__ds_partitioned__month + , subq_32.booking__ds_partitioned__quarter + , subq_32.booking__ds_partitioned__year + , subq_32.booking__ds_partitioned__extract_year + , subq_32.booking__ds_partitioned__extract_quarter + , subq_32.booking__ds_partitioned__extract_month + , subq_32.booking__ds_partitioned__extract_day + , subq_32.booking__ds_partitioned__extract_dow + , subq_32.booking__ds_partitioned__extract_doy + , subq_32.booking__paid_at__day + , subq_32.booking__paid_at__week + , subq_32.booking__paid_at__month + , subq_32.booking__paid_at__quarter + , subq_32.booking__paid_at__year + , subq_32.booking__paid_at__extract_year + , subq_32.booking__paid_at__extract_quarter + , subq_32.booking__paid_at__extract_month + , subq_32.booking__paid_at__extract_day + , subq_32.booking__paid_at__extract_dow + , subq_32.booking__paid_at__extract_doy + , subq_32.metric_time__day + , subq_32.metric_time__week + , subq_32.metric_time__month + , subq_32.metric_time__quarter + , subq_32.metric_time__year + , subq_32.metric_time__extract_year + , subq_32.metric_time__extract_quarter + , subq_32.metric_time__extract_month + , subq_32.metric_time__extract_day + , subq_32.metric_time__extract_dow + , subq_32.metric_time__extract_doy + , subq_32.listing + , subq_32.guest + , subq_32.host + , subq_32.booking__listing + , subq_32.booking__guest + , subq_32.booking__host + , subq_32.is_instant + , subq_32.booking__is_instant + , subq_32.bookings + , subq_32.instant_bookings + , subq_32.booking_value + , subq_32.max_booking_value + , subq_32.min_booking_value + , subq_32.bookers + , subq_32.average_booking_value + , subq_32.referred_bookings + , subq_32.median_booking_value + , subq_32.booking_value_p99 + , subq_32.discrete_booking_value_p99 + , subq_32.approximate_continuous_booking_value_p99 + , subq_32.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_12 - ) subq_13 - ) subq_14 + subq_31.ds__day + , subq_31.ds__week + , subq_31.ds__month + , subq_31.ds__quarter + , subq_31.ds__year + , subq_31.ds__extract_year + , subq_31.ds__extract_quarter + , subq_31.ds__extract_month + , subq_31.ds__extract_day + , subq_31.ds__extract_dow + , subq_31.ds__extract_doy + , subq_31.ds_partitioned__day + , subq_31.ds_partitioned__week + , subq_31.ds_partitioned__month + , subq_31.ds_partitioned__quarter + , subq_31.ds_partitioned__year + , subq_31.ds_partitioned__extract_year + , subq_31.ds_partitioned__extract_quarter + , subq_31.ds_partitioned__extract_month + , subq_31.ds_partitioned__extract_day + , subq_31.ds_partitioned__extract_dow + , subq_31.ds_partitioned__extract_doy + , subq_31.paid_at__day + , subq_31.paid_at__week + , subq_31.paid_at__month + , subq_31.paid_at__quarter + , subq_31.paid_at__year + , subq_31.paid_at__extract_year + , subq_31.paid_at__extract_quarter + , subq_31.paid_at__extract_month + , subq_31.paid_at__extract_day + , subq_31.paid_at__extract_dow + , subq_31.paid_at__extract_doy + , subq_31.booking__ds__day + , subq_31.booking__ds__week + , subq_31.booking__ds__month + , subq_31.booking__ds__quarter + , subq_31.booking__ds__year + , subq_31.booking__ds__extract_year + , subq_31.booking__ds__extract_quarter + , subq_31.booking__ds__extract_month + , subq_31.booking__ds__extract_day + , subq_31.booking__ds__extract_dow + , subq_31.booking__ds__extract_doy + , subq_31.booking__ds_partitioned__day + , subq_31.booking__ds_partitioned__week + , subq_31.booking__ds_partitioned__month + , subq_31.booking__ds_partitioned__quarter + , subq_31.booking__ds_partitioned__year + , subq_31.booking__ds_partitioned__extract_year + , subq_31.booking__ds_partitioned__extract_quarter + , subq_31.booking__ds_partitioned__extract_month + , subq_31.booking__ds_partitioned__extract_day + , subq_31.booking__ds_partitioned__extract_dow + , subq_31.booking__ds_partitioned__extract_doy + , subq_31.booking__paid_at__day + , subq_31.booking__paid_at__week + , subq_31.booking__paid_at__month + , subq_31.booking__paid_at__quarter + , subq_31.booking__paid_at__year + , subq_31.booking__paid_at__extract_year + , subq_31.booking__paid_at__extract_quarter + , subq_31.booking__paid_at__extract_month + , subq_31.booking__paid_at__extract_day + , subq_31.booking__paid_at__extract_dow + , subq_31.booking__paid_at__extract_doy + , subq_31.ds__day AS metric_time__day + , subq_31.ds__week AS metric_time__week + , subq_31.ds__month AS metric_time__month + , subq_31.ds__quarter AS metric_time__quarter + , subq_31.ds__year AS metric_time__year + , subq_31.ds__extract_year AS metric_time__extract_year + , subq_31.ds__extract_quarter AS metric_time__extract_quarter + , subq_31.ds__extract_month AS metric_time__extract_month + , subq_31.ds__extract_day AS metric_time__extract_day + , subq_31.ds__extract_dow AS metric_time__extract_dow + , subq_31.ds__extract_doy AS metric_time__extract_doy + , subq_31.listing + , subq_31.guest + , subq_31.host + , subq_31.booking__listing + , subq_31.booking__guest + , subq_31.booking__host + , subq_31.is_instant + , subq_31.booking__is_instant + , subq_31.bookings + , subq_31.instant_bookings + , subq_31.booking_value + , subq_31.max_booking_value + , subq_31.min_booking_value + , subq_31.bookers + , subq_31.average_booking_value + , subq_31.referred_bookings + , subq_31.median_booking_value + , subq_31.booking_value_p99 + , subq_31.discrete_booking_value_p99 + , subq_31.approximate_continuous_booking_value_p99 + , subq_31.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_31 + ) subq_32 + WHERE booking__is_instant + ) subq_33 + ) subq_34 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_16.listing - , subq_16.is_lux_latest + subq_36.listing + , subq_36.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_15.ds__day - , subq_15.ds__week - , subq_15.ds__month - , subq_15.ds__quarter - , subq_15.ds__year - , subq_15.ds__extract_year - , subq_15.ds__extract_quarter - , subq_15.ds__extract_month - , subq_15.ds__extract_day - , subq_15.ds__extract_dow - , subq_15.ds__extract_doy - , subq_15.created_at__day - , subq_15.created_at__week - , subq_15.created_at__month - , subq_15.created_at__quarter - , subq_15.created_at__year - , subq_15.created_at__extract_year - , subq_15.created_at__extract_quarter - , subq_15.created_at__extract_month - , subq_15.created_at__extract_day - , subq_15.created_at__extract_dow - , subq_15.created_at__extract_doy - , subq_15.listing__ds__day - , subq_15.listing__ds__week - , subq_15.listing__ds__month - , subq_15.listing__ds__quarter - , subq_15.listing__ds__year - , subq_15.listing__ds__extract_year - , subq_15.listing__ds__extract_quarter - , subq_15.listing__ds__extract_month - , subq_15.listing__ds__extract_day - , subq_15.listing__ds__extract_dow - , subq_15.listing__ds__extract_doy - , subq_15.listing__created_at__day - , subq_15.listing__created_at__week - , subq_15.listing__created_at__month - , subq_15.listing__created_at__quarter - , subq_15.listing__created_at__year - , subq_15.listing__created_at__extract_year - , subq_15.listing__created_at__extract_quarter - , subq_15.listing__created_at__extract_month - , subq_15.listing__created_at__extract_day - , subq_15.listing__created_at__extract_dow - , subq_15.listing__created_at__extract_doy - , subq_15.ds__day AS metric_time__day - , subq_15.ds__week AS metric_time__week - , subq_15.ds__month AS metric_time__month - , subq_15.ds__quarter AS metric_time__quarter - , subq_15.ds__year AS metric_time__year - , subq_15.ds__extract_year AS metric_time__extract_year - , subq_15.ds__extract_quarter AS metric_time__extract_quarter - , subq_15.ds__extract_month AS metric_time__extract_month - , subq_15.ds__extract_day AS metric_time__extract_day - , subq_15.ds__extract_dow AS metric_time__extract_dow - , subq_15.ds__extract_doy AS metric_time__extract_doy - , subq_15.listing - , subq_15.user - , subq_15.listing__user - , subq_15.country_latest - , subq_15.is_lux_latest - , subq_15.capacity_latest - , subq_15.listing__country_latest - , subq_15.listing__is_lux_latest - , subq_15.listing__capacity_latest - , subq_15.listings - , subq_15.largest_listing - , subq_15.smallest_listing + subq_35.ds__day + , subq_35.ds__week + , subq_35.ds__month + , subq_35.ds__quarter + , subq_35.ds__year + , subq_35.ds__extract_year + , subq_35.ds__extract_quarter + , subq_35.ds__extract_month + , subq_35.ds__extract_day + , subq_35.ds__extract_dow + , subq_35.ds__extract_doy + , subq_35.created_at__day + , subq_35.created_at__week + , subq_35.created_at__month + , subq_35.created_at__quarter + , subq_35.created_at__year + , subq_35.created_at__extract_year + , subq_35.created_at__extract_quarter + , subq_35.created_at__extract_month + , subq_35.created_at__extract_day + , subq_35.created_at__extract_dow + , subq_35.created_at__extract_doy + , subq_35.listing__ds__day + , subq_35.listing__ds__week + , subq_35.listing__ds__month + , subq_35.listing__ds__quarter + , subq_35.listing__ds__year + , subq_35.listing__ds__extract_year + , subq_35.listing__ds__extract_quarter + , subq_35.listing__ds__extract_month + , subq_35.listing__ds__extract_day + , subq_35.listing__ds__extract_dow + , subq_35.listing__ds__extract_doy + , subq_35.listing__created_at__day + , subq_35.listing__created_at__week + , subq_35.listing__created_at__month + , subq_35.listing__created_at__quarter + , subq_35.listing__created_at__year + , subq_35.listing__created_at__extract_year + , subq_35.listing__created_at__extract_quarter + , subq_35.listing__created_at__extract_month + , subq_35.listing__created_at__extract_day + , subq_35.listing__created_at__extract_dow + , subq_35.listing__created_at__extract_doy + , subq_35.ds__day AS metric_time__day + , subq_35.ds__week AS metric_time__week + , subq_35.ds__month AS metric_time__month + , subq_35.ds__quarter AS metric_time__quarter + , subq_35.ds__year AS metric_time__year + , subq_35.ds__extract_year AS metric_time__extract_year + , subq_35.ds__extract_quarter AS metric_time__extract_quarter + , subq_35.ds__extract_month AS metric_time__extract_month + , subq_35.ds__extract_day AS metric_time__extract_day + , subq_35.ds__extract_dow AS metric_time__extract_dow + , subq_35.ds__extract_doy AS metric_time__extract_doy + , subq_35.listing + , subq_35.user + , subq_35.listing__user + , subq_35.country_latest + , subq_35.is_lux_latest + , subq_35.capacity_latest + , subq_35.listing__country_latest + , subq_35.listing__is_lux_latest + , subq_35.listing__capacity_latest + , subq_35.listings + , subq_35.largest_listing + , subq_35.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -759,240 +965,343 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_15 - ) subq_16 - ) subq_17 + ) subq_35 + ) subq_36 + ) subq_37 ON - subq_14.listing = subq_17.listing - ) subq_18 - ) subq_19 + subq_34.listing = subq_37.listing + ) subq_38 + ) subq_39 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_20 - ) subq_21 - ) subq_22 - ) subq_23 + ) subq_40 + ) subq_41 + ) subq_42 + ) subq_43 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_29.booking_value + subq_50.booking_value FROM ( -- Aggregate Measures SELECT - SUM(subq_28.booking_value) AS booking_value + SUM(subq_49.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value',] SELECT - subq_27.booking_value + subq_48.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_26.booking__is_instant - , subq_26.booking_value + subq_47.booking__is_instant + , subq_47.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - subq_25.booking__is_instant - , subq_25.booking_value + subq_46.booking__is_instant + , subq_46.booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_24.ds__day - , subq_24.ds__week - , subq_24.ds__month - , subq_24.ds__quarter - , subq_24.ds__year - , subq_24.ds__extract_year - , subq_24.ds__extract_quarter - , subq_24.ds__extract_month - , subq_24.ds__extract_day - , subq_24.ds__extract_dow - , subq_24.ds__extract_doy - , subq_24.ds_partitioned__day - , subq_24.ds_partitioned__week - , subq_24.ds_partitioned__month - , subq_24.ds_partitioned__quarter - , subq_24.ds_partitioned__year - , subq_24.ds_partitioned__extract_year - , subq_24.ds_partitioned__extract_quarter - , subq_24.ds_partitioned__extract_month - , subq_24.ds_partitioned__extract_day - , subq_24.ds_partitioned__extract_dow - , subq_24.ds_partitioned__extract_doy - , subq_24.paid_at__day - , subq_24.paid_at__week - , subq_24.paid_at__month - , subq_24.paid_at__quarter - , subq_24.paid_at__year - , subq_24.paid_at__extract_year - , subq_24.paid_at__extract_quarter - , subq_24.paid_at__extract_month - , subq_24.paid_at__extract_day - , subq_24.paid_at__extract_dow - , subq_24.paid_at__extract_doy - , subq_24.booking__ds__day - , subq_24.booking__ds__week - , subq_24.booking__ds__month - , subq_24.booking__ds__quarter - , subq_24.booking__ds__year - , subq_24.booking__ds__extract_year - , subq_24.booking__ds__extract_quarter - , subq_24.booking__ds__extract_month - , subq_24.booking__ds__extract_day - , subq_24.booking__ds__extract_dow - , subq_24.booking__ds__extract_doy - , subq_24.booking__ds_partitioned__day - , subq_24.booking__ds_partitioned__week - , subq_24.booking__ds_partitioned__month - , subq_24.booking__ds_partitioned__quarter - , subq_24.booking__ds_partitioned__year - , subq_24.booking__ds_partitioned__extract_year - , subq_24.booking__ds_partitioned__extract_quarter - , subq_24.booking__ds_partitioned__extract_month - , subq_24.booking__ds_partitioned__extract_day - , subq_24.booking__ds_partitioned__extract_dow - , subq_24.booking__ds_partitioned__extract_doy - , subq_24.booking__paid_at__day - , subq_24.booking__paid_at__week - , subq_24.booking__paid_at__month - , subq_24.booking__paid_at__quarter - , subq_24.booking__paid_at__year - , subq_24.booking__paid_at__extract_year - , subq_24.booking__paid_at__extract_quarter - , subq_24.booking__paid_at__extract_month - , subq_24.booking__paid_at__extract_day - , subq_24.booking__paid_at__extract_dow - , subq_24.booking__paid_at__extract_doy - , subq_24.ds__day AS metric_time__day - , subq_24.ds__week AS metric_time__week - , subq_24.ds__month AS metric_time__month - , subq_24.ds__quarter AS metric_time__quarter - , subq_24.ds__year AS metric_time__year - , subq_24.ds__extract_year AS metric_time__extract_year - , subq_24.ds__extract_quarter AS metric_time__extract_quarter - , subq_24.ds__extract_month AS metric_time__extract_month - , subq_24.ds__extract_day AS metric_time__extract_day - , subq_24.ds__extract_dow AS metric_time__extract_dow - , subq_24.ds__extract_doy AS metric_time__extract_doy - , subq_24.listing - , subq_24.guest - , subq_24.host - , subq_24.booking__listing - , subq_24.booking__guest - , subq_24.booking__host - , subq_24.is_instant - , subq_24.booking__is_instant - , subq_24.bookings - , subq_24.instant_bookings - , subq_24.booking_value - , subq_24.max_booking_value - , subq_24.min_booking_value - , subq_24.bookers - , subq_24.average_booking_value - , subq_24.referred_bookings - , subq_24.median_booking_value - , subq_24.booking_value_p99 - , subq_24.discrete_booking_value_p99 - , subq_24.approximate_continuous_booking_value_p99 - , subq_24.approximate_discrete_booking_value_p99 + subq_45.ds__day + , subq_45.ds__week + , subq_45.ds__month + , subq_45.ds__quarter + , subq_45.ds__year + , subq_45.ds__extract_year + , subq_45.ds__extract_quarter + , subq_45.ds__extract_month + , subq_45.ds__extract_day + , subq_45.ds__extract_dow + , subq_45.ds__extract_doy + , subq_45.ds_partitioned__day + , subq_45.ds_partitioned__week + , subq_45.ds_partitioned__month + , subq_45.ds_partitioned__quarter + , subq_45.ds_partitioned__year + , subq_45.ds_partitioned__extract_year + , subq_45.ds_partitioned__extract_quarter + , subq_45.ds_partitioned__extract_month + , subq_45.ds_partitioned__extract_day + , subq_45.ds_partitioned__extract_dow + , subq_45.ds_partitioned__extract_doy + , subq_45.paid_at__day + , subq_45.paid_at__week + , subq_45.paid_at__month + , subq_45.paid_at__quarter + , subq_45.paid_at__year + , subq_45.paid_at__extract_year + , subq_45.paid_at__extract_quarter + , subq_45.paid_at__extract_month + , subq_45.paid_at__extract_day + , subq_45.paid_at__extract_dow + , subq_45.paid_at__extract_doy + , subq_45.booking__ds__day + , subq_45.booking__ds__week + , subq_45.booking__ds__month + , subq_45.booking__ds__quarter + , subq_45.booking__ds__year + , subq_45.booking__ds__extract_year + , subq_45.booking__ds__extract_quarter + , subq_45.booking__ds__extract_month + , subq_45.booking__ds__extract_day + , subq_45.booking__ds__extract_dow + , subq_45.booking__ds__extract_doy + , subq_45.booking__ds_partitioned__day + , subq_45.booking__ds_partitioned__week + , subq_45.booking__ds_partitioned__month + , subq_45.booking__ds_partitioned__quarter + , subq_45.booking__ds_partitioned__year + , subq_45.booking__ds_partitioned__extract_year + , subq_45.booking__ds_partitioned__extract_quarter + , subq_45.booking__ds_partitioned__extract_month + , subq_45.booking__ds_partitioned__extract_day + , subq_45.booking__ds_partitioned__extract_dow + , subq_45.booking__ds_partitioned__extract_doy + , subq_45.booking__paid_at__day + , subq_45.booking__paid_at__week + , subq_45.booking__paid_at__month + , subq_45.booking__paid_at__quarter + , subq_45.booking__paid_at__year + , subq_45.booking__paid_at__extract_year + , subq_45.booking__paid_at__extract_quarter + , subq_45.booking__paid_at__extract_month + , subq_45.booking__paid_at__extract_day + , subq_45.booking__paid_at__extract_dow + , subq_45.booking__paid_at__extract_doy + , subq_45.metric_time__day + , subq_45.metric_time__week + , subq_45.metric_time__month + , subq_45.metric_time__quarter + , subq_45.metric_time__year + , subq_45.metric_time__extract_year + , subq_45.metric_time__extract_quarter + , subq_45.metric_time__extract_month + , subq_45.metric_time__extract_day + , subq_45.metric_time__extract_dow + , subq_45.metric_time__extract_doy + , subq_45.listing + , subq_45.guest + , subq_45.host + , subq_45.booking__listing + , subq_45.booking__guest + , subq_45.booking__host + , subq_45.is_instant + , subq_45.booking__is_instant + , subq_45.bookings + , subq_45.instant_bookings + , subq_45.booking_value + , subq_45.max_booking_value + , subq_45.min_booking_value + , subq_45.bookers + , subq_45.average_booking_value + , subq_45.referred_bookings + , subq_45.median_booking_value + , subq_45.booking_value_p99 + , subq_45.discrete_booking_value_p99 + , subq_45.approximate_continuous_booking_value_p99 + , subq_45.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_24 - ) subq_25 - ) subq_26 + subq_44.ds__day + , subq_44.ds__week + , subq_44.ds__month + , subq_44.ds__quarter + , subq_44.ds__year + , subq_44.ds__extract_year + , subq_44.ds__extract_quarter + , subq_44.ds__extract_month + , subq_44.ds__extract_day + , subq_44.ds__extract_dow + , subq_44.ds__extract_doy + , subq_44.ds_partitioned__day + , subq_44.ds_partitioned__week + , subq_44.ds_partitioned__month + , subq_44.ds_partitioned__quarter + , subq_44.ds_partitioned__year + , subq_44.ds_partitioned__extract_year + , subq_44.ds_partitioned__extract_quarter + , subq_44.ds_partitioned__extract_month + , subq_44.ds_partitioned__extract_day + , subq_44.ds_partitioned__extract_dow + , subq_44.ds_partitioned__extract_doy + , subq_44.paid_at__day + , subq_44.paid_at__week + , subq_44.paid_at__month + , subq_44.paid_at__quarter + , subq_44.paid_at__year + , subq_44.paid_at__extract_year + , subq_44.paid_at__extract_quarter + , subq_44.paid_at__extract_month + , subq_44.paid_at__extract_day + , subq_44.paid_at__extract_dow + , subq_44.paid_at__extract_doy + , subq_44.booking__ds__day + , subq_44.booking__ds__week + , subq_44.booking__ds__month + , subq_44.booking__ds__quarter + , subq_44.booking__ds__year + , subq_44.booking__ds__extract_year + , subq_44.booking__ds__extract_quarter + , subq_44.booking__ds__extract_month + , subq_44.booking__ds__extract_day + , subq_44.booking__ds__extract_dow + , subq_44.booking__ds__extract_doy + , subq_44.booking__ds_partitioned__day + , subq_44.booking__ds_partitioned__week + , subq_44.booking__ds_partitioned__month + , subq_44.booking__ds_partitioned__quarter + , subq_44.booking__ds_partitioned__year + , subq_44.booking__ds_partitioned__extract_year + , subq_44.booking__ds_partitioned__extract_quarter + , subq_44.booking__ds_partitioned__extract_month + , subq_44.booking__ds_partitioned__extract_day + , subq_44.booking__ds_partitioned__extract_dow + , subq_44.booking__ds_partitioned__extract_doy + , subq_44.booking__paid_at__day + , subq_44.booking__paid_at__week + , subq_44.booking__paid_at__month + , subq_44.booking__paid_at__quarter + , subq_44.booking__paid_at__year + , subq_44.booking__paid_at__extract_year + , subq_44.booking__paid_at__extract_quarter + , subq_44.booking__paid_at__extract_month + , subq_44.booking__paid_at__extract_day + , subq_44.booking__paid_at__extract_dow + , subq_44.booking__paid_at__extract_doy + , subq_44.ds__day AS metric_time__day + , subq_44.ds__week AS metric_time__week + , subq_44.ds__month AS metric_time__month + , subq_44.ds__quarter AS metric_time__quarter + , subq_44.ds__year AS metric_time__year + , subq_44.ds__extract_year AS metric_time__extract_year + , subq_44.ds__extract_quarter AS metric_time__extract_quarter + , subq_44.ds__extract_month AS metric_time__extract_month + , subq_44.ds__extract_day AS metric_time__extract_day + , subq_44.ds__extract_dow AS metric_time__extract_dow + , subq_44.ds__extract_doy AS metric_time__extract_doy + , subq_44.listing + , subq_44.guest + , subq_44.host + , subq_44.booking__listing + , subq_44.booking__guest + , subq_44.booking__host + , subq_44.is_instant + , subq_44.booking__is_instant + , subq_44.bookings + , subq_44.instant_bookings + , subq_44.booking_value + , subq_44.max_booking_value + , subq_44.min_booking_value + , subq_44.bookers + , subq_44.average_booking_value + , subq_44.referred_bookings + , subq_44.median_booking_value + , subq_44.booking_value_p99 + , subq_44.discrete_booking_value_p99 + , subq_44.approximate_continuous_booking_value_p99 + , subq_44.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_44 + ) subq_45 + WHERE booking__is_instant + ) subq_46 + ) subq_47 WHERE booking__is_instant - ) subq_27 - ) subq_28 - ) subq_29 - ) subq_30 - ) subq_31 -) subq_32 + ) subq_48 + ) subq_49 + ) subq_50 + ) subq_51 + ) subq_52 +) subq_53 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_nested_filters__plan0_optimized.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_nested_filters__plan0_optimized.sql index a73bfea928..a0fdc735bd 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_nested_filters__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_nested_filters__plan0_optimized.sql @@ -8,9 +8,9 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_44.average_booking_value) AS average_booking_value - , MAX(subq_56.bookings) AS bookings - , MAX(subq_63.booking_value) AS booking_value + MAX(subq_66.average_booking_value) AS average_booking_value + , MAX(subq_79.bookings) AS bookings + , MAX(subq_87.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value',] @@ -22,17 +22,34 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - bookings_source_src_28000.is_instant AS booking__is_instant + subq_57.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , bookings_source_src_28000.booking_value AS average_booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 + , subq_57.average_booking_value AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] + SELECT + listing + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_55 + WHERE booking__is_instant + ) subq_57 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - bookings_source_src_28000.listing_id = listings_latest_src_28000.listing_id - ) subq_40 + subq_57.listing = listings_latest_src_28000.listing_id + ) subq_62 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_44 + ) subq_66 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings',] @@ -44,26 +61,34 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_47.booking__is_instant AS booking__is_instant + subq_70.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_47.bookings AS bookings + , subq_70.bookings AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - listing_id AS listing - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_47 + listing + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_68 + WHERE booking__is_instant + ) subq_70 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_47.listing = listings_latest_src_28000.listing_id - ) subq_52 + subq_70.listing = listings_latest_src_28000.listing_id + ) subq_75 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_56 + ) subq_79 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value',] @@ -72,15 +97,22 @@ FROM ( SELECT SUM(booking_value) AS booking_value FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - is_instant AS booking__is_instant + booking__is_instant , booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_59 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + is_instant AS booking__is_instant + , booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_81 + WHERE booking__is_instant + ) subq_83 WHERE booking__is_instant - ) subq_63 - ) subq_64 -) subq_65 + ) subq_87 + ) subq_88 +) subq_89 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_nested_filters__plan0.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_nested_filters__plan0.sql index 4569d672d5..a54923e15b 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_nested_filters__plan0.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_nested_filters__plan0.sql @@ -8,317 +8,420 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_11.average_booking_value) AS average_booking_value - , MAX(subq_23.bookings) AS bookings - , MAX(subq_30.booking_value) AS booking_value + MAX(subq_30.average_booking_value) AS average_booking_value + , MAX(subq_43.bookings) AS bookings + , MAX(subq_51.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_10.average_booking_value + subq_29.average_booking_value FROM ( -- Aggregate Measures SELECT - AVG(subq_9.average_booking_value) AS average_booking_value + AVG(subq_28.average_booking_value) AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value',] SELECT - subq_8.average_booking_value + subq_27.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_7.booking__is_instant - , subq_7.listing__is_lux_latest - , subq_7.average_booking_value + subq_26.booking__is_instant + , subq_26.listing__is_lux_latest + , subq_26.average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_6.booking__is_instant - , subq_6.listing__is_lux_latest - , subq_6.average_booking_value + subq_25.booking__is_instant + , subq_25.listing__is_lux_latest + , subq_25.average_booking_value FROM ( -- Join Standard Outputs SELECT - subq_2.listing AS listing - , subq_2.booking__is_instant AS booking__is_instant - , subq_5.is_lux_latest AS listing__is_lux_latest - , subq_2.average_booking_value AS average_booking_value + subq_21.listing AS listing + , subq_21.booking__is_instant AS booking__is_instant + , subq_24.is_lux_latest AS listing__is_lux_latest + , subq_21.average_booking_value AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] SELECT - subq_1.listing - , subq_1.booking__is_instant - , subq_1.average_booking_value + subq_20.listing + , subq_20.booking__is_instant + , subq_20.average_booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_19.ds__day + , subq_19.ds__week + , subq_19.ds__month + , subq_19.ds__quarter + , subq_19.ds__year + , subq_19.ds__extract_year + , subq_19.ds__extract_quarter + , subq_19.ds__extract_month + , subq_19.ds__extract_day + , subq_19.ds__extract_dow + , subq_19.ds__extract_doy + , subq_19.ds_partitioned__day + , subq_19.ds_partitioned__week + , subq_19.ds_partitioned__month + , subq_19.ds_partitioned__quarter + , subq_19.ds_partitioned__year + , subq_19.ds_partitioned__extract_year + , subq_19.ds_partitioned__extract_quarter + , subq_19.ds_partitioned__extract_month + , subq_19.ds_partitioned__extract_day + , subq_19.ds_partitioned__extract_dow + , subq_19.ds_partitioned__extract_doy + , subq_19.paid_at__day + , subq_19.paid_at__week + , subq_19.paid_at__month + , subq_19.paid_at__quarter + , subq_19.paid_at__year + , subq_19.paid_at__extract_year + , subq_19.paid_at__extract_quarter + , subq_19.paid_at__extract_month + , subq_19.paid_at__extract_day + , subq_19.paid_at__extract_dow + , subq_19.paid_at__extract_doy + , subq_19.booking__ds__day + , subq_19.booking__ds__week + , subq_19.booking__ds__month + , subq_19.booking__ds__quarter + , subq_19.booking__ds__year + , subq_19.booking__ds__extract_year + , subq_19.booking__ds__extract_quarter + , subq_19.booking__ds__extract_month + , subq_19.booking__ds__extract_day + , subq_19.booking__ds__extract_dow + , subq_19.booking__ds__extract_doy + , subq_19.booking__ds_partitioned__day + , subq_19.booking__ds_partitioned__week + , subq_19.booking__ds_partitioned__month + , subq_19.booking__ds_partitioned__quarter + , subq_19.booking__ds_partitioned__year + , subq_19.booking__ds_partitioned__extract_year + , subq_19.booking__ds_partitioned__extract_quarter + , subq_19.booking__ds_partitioned__extract_month + , subq_19.booking__ds_partitioned__extract_day + , subq_19.booking__ds_partitioned__extract_dow + , subq_19.booking__ds_partitioned__extract_doy + , subq_19.booking__paid_at__day + , subq_19.booking__paid_at__week + , subq_19.booking__paid_at__month + , subq_19.booking__paid_at__quarter + , subq_19.booking__paid_at__year + , subq_19.booking__paid_at__extract_year + , subq_19.booking__paid_at__extract_quarter + , subq_19.booking__paid_at__extract_month + , subq_19.booking__paid_at__extract_day + , subq_19.booking__paid_at__extract_dow + , subq_19.booking__paid_at__extract_doy + , subq_19.metric_time__day + , subq_19.metric_time__week + , subq_19.metric_time__month + , subq_19.metric_time__quarter + , subq_19.metric_time__year + , subq_19.metric_time__extract_year + , subq_19.metric_time__extract_quarter + , subq_19.metric_time__extract_month + , subq_19.metric_time__extract_day + , subq_19.metric_time__extract_dow + , subq_19.metric_time__extract_doy + , subq_19.listing + , subq_19.guest + , subq_19.host + , subq_19.booking__listing + , subq_19.booking__guest + , subq_19.booking__host + , subq_19.is_instant + , subq_19.booking__is_instant + , subq_19.bookings + , subq_19.instant_bookings + , subq_19.booking_value + , subq_19.max_booking_value + , subq_19.min_booking_value + , subq_19.bookers + , subq_19.average_booking_value + , subq_19.referred_bookings + , subq_19.median_booking_value + , subq_19.booking_value_p99 + , subq_19.discrete_booking_value_p99 + , subq_19.approximate_continuous_booking_value_p99 + , subq_19.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_18.ds__day + , subq_18.ds__week + , subq_18.ds__month + , subq_18.ds__quarter + , subq_18.ds__year + , subq_18.ds__extract_year + , subq_18.ds__extract_quarter + , subq_18.ds__extract_month + , subq_18.ds__extract_day + , subq_18.ds__extract_dow + , subq_18.ds__extract_doy + , subq_18.ds_partitioned__day + , subq_18.ds_partitioned__week + , subq_18.ds_partitioned__month + , subq_18.ds_partitioned__quarter + , subq_18.ds_partitioned__year + , subq_18.ds_partitioned__extract_year + , subq_18.ds_partitioned__extract_quarter + , subq_18.ds_partitioned__extract_month + , subq_18.ds_partitioned__extract_day + , subq_18.ds_partitioned__extract_dow + , subq_18.ds_partitioned__extract_doy + , subq_18.paid_at__day + , subq_18.paid_at__week + , subq_18.paid_at__month + , subq_18.paid_at__quarter + , subq_18.paid_at__year + , subq_18.paid_at__extract_year + , subq_18.paid_at__extract_quarter + , subq_18.paid_at__extract_month + , subq_18.paid_at__extract_day + , subq_18.paid_at__extract_dow + , subq_18.paid_at__extract_doy + , subq_18.booking__ds__day + , subq_18.booking__ds__week + , subq_18.booking__ds__month + , subq_18.booking__ds__quarter + , subq_18.booking__ds__year + , subq_18.booking__ds__extract_year + , subq_18.booking__ds__extract_quarter + , subq_18.booking__ds__extract_month + , subq_18.booking__ds__extract_day + , subq_18.booking__ds__extract_dow + , subq_18.booking__ds__extract_doy + , subq_18.booking__ds_partitioned__day + , subq_18.booking__ds_partitioned__week + , subq_18.booking__ds_partitioned__month + , subq_18.booking__ds_partitioned__quarter + , subq_18.booking__ds_partitioned__year + , subq_18.booking__ds_partitioned__extract_year + , subq_18.booking__ds_partitioned__extract_quarter + , subq_18.booking__ds_partitioned__extract_month + , subq_18.booking__ds_partitioned__extract_day + , subq_18.booking__ds_partitioned__extract_dow + , subq_18.booking__ds_partitioned__extract_doy + , subq_18.booking__paid_at__day + , subq_18.booking__paid_at__week + , subq_18.booking__paid_at__month + , subq_18.booking__paid_at__quarter + , subq_18.booking__paid_at__year + , subq_18.booking__paid_at__extract_year + , subq_18.booking__paid_at__extract_quarter + , subq_18.booking__paid_at__extract_month + , subq_18.booking__paid_at__extract_day + , subq_18.booking__paid_at__extract_dow + , subq_18.booking__paid_at__extract_doy + , subq_18.ds__day AS metric_time__day + , subq_18.ds__week AS metric_time__week + , subq_18.ds__month AS metric_time__month + , subq_18.ds__quarter AS metric_time__quarter + , subq_18.ds__year AS metric_time__year + , subq_18.ds__extract_year AS metric_time__extract_year + , subq_18.ds__extract_quarter AS metric_time__extract_quarter + , subq_18.ds__extract_month AS metric_time__extract_month + , subq_18.ds__extract_day AS metric_time__extract_day + , subq_18.ds__extract_dow AS metric_time__extract_dow + , subq_18.ds__extract_doy AS metric_time__extract_doy + , subq_18.listing + , subq_18.guest + , subq_18.host + , subq_18.booking__listing + , subq_18.booking__guest + , subq_18.booking__host + , subq_18.is_instant + , subq_18.booking__is_instant + , subq_18.bookings + , subq_18.instant_bookings + , subq_18.booking_value + , subq_18.max_booking_value + , subq_18.min_booking_value + , subq_18.bookers + , subq_18.average_booking_value + , subq_18.referred_bookings + , subq_18.median_booking_value + , subq_18.booking_value_p99 + , subq_18.discrete_booking_value_p99 + , subq_18.approximate_continuous_booking_value_p99 + , subq_18.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_18 + ) subq_19 + WHERE booking__is_instant + ) subq_20 + ) subq_21 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_4.listing - , subq_4.is_lux_latest + subq_23.listing + , subq_23.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_22.ds__day + , subq_22.ds__week + , subq_22.ds__month + , subq_22.ds__quarter + , subq_22.ds__year + , subq_22.ds__extract_year + , subq_22.ds__extract_quarter + , subq_22.ds__extract_month + , subq_22.ds__extract_day + , subq_22.ds__extract_dow + , subq_22.ds__extract_doy + , subq_22.created_at__day + , subq_22.created_at__week + , subq_22.created_at__month + , subq_22.created_at__quarter + , subq_22.created_at__year + , subq_22.created_at__extract_year + , subq_22.created_at__extract_quarter + , subq_22.created_at__extract_month + , subq_22.created_at__extract_day + , subq_22.created_at__extract_dow + , subq_22.created_at__extract_doy + , subq_22.listing__ds__day + , subq_22.listing__ds__week + , subq_22.listing__ds__month + , subq_22.listing__ds__quarter + , subq_22.listing__ds__year + , subq_22.listing__ds__extract_year + , subq_22.listing__ds__extract_quarter + , subq_22.listing__ds__extract_month + , subq_22.listing__ds__extract_day + , subq_22.listing__ds__extract_dow + , subq_22.listing__ds__extract_doy + , subq_22.listing__created_at__day + , subq_22.listing__created_at__week + , subq_22.listing__created_at__month + , subq_22.listing__created_at__quarter + , subq_22.listing__created_at__year + , subq_22.listing__created_at__extract_year + , subq_22.listing__created_at__extract_quarter + , subq_22.listing__created_at__extract_month + , subq_22.listing__created_at__extract_day + , subq_22.listing__created_at__extract_dow + , subq_22.listing__created_at__extract_doy + , subq_22.ds__day AS metric_time__day + , subq_22.ds__week AS metric_time__week + , subq_22.ds__month AS metric_time__month + , subq_22.ds__quarter AS metric_time__quarter + , subq_22.ds__year AS metric_time__year + , subq_22.ds__extract_year AS metric_time__extract_year + , subq_22.ds__extract_quarter AS metric_time__extract_quarter + , subq_22.ds__extract_month AS metric_time__extract_month + , subq_22.ds__extract_day AS metric_time__extract_day + , subq_22.ds__extract_dow AS metric_time__extract_dow + , subq_22.ds__extract_doy AS metric_time__extract_doy + , subq_22.listing + , subq_22.user + , subq_22.listing__user + , subq_22.country_latest + , subq_22.is_lux_latest + , subq_22.capacity_latest + , subq_22.listing__country_latest + , subq_22.listing__is_lux_latest + , subq_22.listing__capacity_latest + , subq_22.listings + , subq_22.largest_listing + , subq_22.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -379,326 +482,429 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_22 + ) subq_23 + ) subq_24 ON - subq_2.listing = subq_5.listing - ) subq_6 - ) subq_7 + subq_21.listing = subq_24.listing + ) subq_25 + ) subq_26 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_8 - ) subq_9 - ) subq_10 - ) subq_11 + ) subq_27 + ) subq_28 + ) subq_29 + ) subq_30 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_22.bookings + subq_42.bookings FROM ( -- Aggregate Measures SELECT - SUM(subq_21.bookings) AS bookings + SUM(subq_41.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings',] SELECT - subq_20.bookings + subq_40.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_19.booking__is_instant - , subq_19.listing__is_lux_latest - , subq_19.bookings + subq_39.booking__is_instant + , subq_39.listing__is_lux_latest + , subq_39.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_18.booking__is_instant - , subq_18.listing__is_lux_latest - , subq_18.bookings + subq_38.booking__is_instant + , subq_38.listing__is_lux_latest + , subq_38.bookings FROM ( -- Join Standard Outputs SELECT - subq_14.listing AS listing - , subq_14.booking__is_instant AS booking__is_instant - , subq_17.is_lux_latest AS listing__is_lux_latest - , subq_14.bookings AS bookings + subq_34.listing AS listing + , subq_34.booking__is_instant AS booking__is_instant + , subq_37.is_lux_latest AS listing__is_lux_latest + , subq_34.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_13.listing - , subq_13.booking__is_instant - , subq_13.bookings + subq_33.listing + , subq_33.booking__is_instant + , subq_33.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_12.ds__day - , subq_12.ds__week - , subq_12.ds__month - , subq_12.ds__quarter - , subq_12.ds__year - , subq_12.ds__extract_year - , subq_12.ds__extract_quarter - , subq_12.ds__extract_month - , subq_12.ds__extract_day - , subq_12.ds__extract_dow - , subq_12.ds__extract_doy - , subq_12.ds_partitioned__day - , subq_12.ds_partitioned__week - , subq_12.ds_partitioned__month - , subq_12.ds_partitioned__quarter - , subq_12.ds_partitioned__year - , subq_12.ds_partitioned__extract_year - , subq_12.ds_partitioned__extract_quarter - , subq_12.ds_partitioned__extract_month - , subq_12.ds_partitioned__extract_day - , subq_12.ds_partitioned__extract_dow - , subq_12.ds_partitioned__extract_doy - , subq_12.paid_at__day - , subq_12.paid_at__week - , subq_12.paid_at__month - , subq_12.paid_at__quarter - , subq_12.paid_at__year - , subq_12.paid_at__extract_year - , subq_12.paid_at__extract_quarter - , subq_12.paid_at__extract_month - , subq_12.paid_at__extract_day - , subq_12.paid_at__extract_dow - , subq_12.paid_at__extract_doy - , subq_12.booking__ds__day - , subq_12.booking__ds__week - , subq_12.booking__ds__month - , subq_12.booking__ds__quarter - , subq_12.booking__ds__year - , subq_12.booking__ds__extract_year - , subq_12.booking__ds__extract_quarter - , subq_12.booking__ds__extract_month - , subq_12.booking__ds__extract_day - , subq_12.booking__ds__extract_dow - , subq_12.booking__ds__extract_doy - , subq_12.booking__ds_partitioned__day - , subq_12.booking__ds_partitioned__week - , subq_12.booking__ds_partitioned__month - , subq_12.booking__ds_partitioned__quarter - , subq_12.booking__ds_partitioned__year - , subq_12.booking__ds_partitioned__extract_year - , subq_12.booking__ds_partitioned__extract_quarter - , subq_12.booking__ds_partitioned__extract_month - , subq_12.booking__ds_partitioned__extract_day - , subq_12.booking__ds_partitioned__extract_dow - , subq_12.booking__ds_partitioned__extract_doy - , subq_12.booking__paid_at__day - , subq_12.booking__paid_at__week - , subq_12.booking__paid_at__month - , subq_12.booking__paid_at__quarter - , subq_12.booking__paid_at__year - , subq_12.booking__paid_at__extract_year - , subq_12.booking__paid_at__extract_quarter - , subq_12.booking__paid_at__extract_month - , subq_12.booking__paid_at__extract_day - , subq_12.booking__paid_at__extract_dow - , subq_12.booking__paid_at__extract_doy - , subq_12.ds__day AS metric_time__day - , subq_12.ds__week AS metric_time__week - , subq_12.ds__month AS metric_time__month - , subq_12.ds__quarter AS metric_time__quarter - , subq_12.ds__year AS metric_time__year - , subq_12.ds__extract_year AS metric_time__extract_year - , subq_12.ds__extract_quarter AS metric_time__extract_quarter - , subq_12.ds__extract_month AS metric_time__extract_month - , subq_12.ds__extract_day AS metric_time__extract_day - , subq_12.ds__extract_dow AS metric_time__extract_dow - , subq_12.ds__extract_doy AS metric_time__extract_doy - , subq_12.listing - , subq_12.guest - , subq_12.host - , subq_12.booking__listing - , subq_12.booking__guest - , subq_12.booking__host - , subq_12.is_instant - , subq_12.booking__is_instant - , subq_12.bookings - , subq_12.instant_bookings - , subq_12.booking_value - , subq_12.max_booking_value - , subq_12.min_booking_value - , subq_12.bookers - , subq_12.average_booking_value - , subq_12.referred_bookings - , subq_12.median_booking_value - , subq_12.booking_value_p99 - , subq_12.discrete_booking_value_p99 - , subq_12.approximate_continuous_booking_value_p99 - , subq_12.approximate_discrete_booking_value_p99 + subq_32.ds__day + , subq_32.ds__week + , subq_32.ds__month + , subq_32.ds__quarter + , subq_32.ds__year + , subq_32.ds__extract_year + , subq_32.ds__extract_quarter + , subq_32.ds__extract_month + , subq_32.ds__extract_day + , subq_32.ds__extract_dow + , subq_32.ds__extract_doy + , subq_32.ds_partitioned__day + , subq_32.ds_partitioned__week + , subq_32.ds_partitioned__month + , subq_32.ds_partitioned__quarter + , subq_32.ds_partitioned__year + , subq_32.ds_partitioned__extract_year + , subq_32.ds_partitioned__extract_quarter + , subq_32.ds_partitioned__extract_month + , subq_32.ds_partitioned__extract_day + , subq_32.ds_partitioned__extract_dow + , subq_32.ds_partitioned__extract_doy + , subq_32.paid_at__day + , subq_32.paid_at__week + , subq_32.paid_at__month + , subq_32.paid_at__quarter + , subq_32.paid_at__year + , subq_32.paid_at__extract_year + , subq_32.paid_at__extract_quarter + , subq_32.paid_at__extract_month + , subq_32.paid_at__extract_day + , subq_32.paid_at__extract_dow + , subq_32.paid_at__extract_doy + , subq_32.booking__ds__day + , subq_32.booking__ds__week + , subq_32.booking__ds__month + , subq_32.booking__ds__quarter + , subq_32.booking__ds__year + , subq_32.booking__ds__extract_year + , subq_32.booking__ds__extract_quarter + , subq_32.booking__ds__extract_month + , subq_32.booking__ds__extract_day + , subq_32.booking__ds__extract_dow + , subq_32.booking__ds__extract_doy + , subq_32.booking__ds_partitioned__day + , subq_32.booking__ds_partitioned__week + , subq_32.booking__ds_partitioned__month + , subq_32.booking__ds_partitioned__quarter + , subq_32.booking__ds_partitioned__year + , subq_32.booking__ds_partitioned__extract_year + , subq_32.booking__ds_partitioned__extract_quarter + , subq_32.booking__ds_partitioned__extract_month + , subq_32.booking__ds_partitioned__extract_day + , subq_32.booking__ds_partitioned__extract_dow + , subq_32.booking__ds_partitioned__extract_doy + , subq_32.booking__paid_at__day + , subq_32.booking__paid_at__week + , subq_32.booking__paid_at__month + , subq_32.booking__paid_at__quarter + , subq_32.booking__paid_at__year + , subq_32.booking__paid_at__extract_year + , subq_32.booking__paid_at__extract_quarter + , subq_32.booking__paid_at__extract_month + , subq_32.booking__paid_at__extract_day + , subq_32.booking__paid_at__extract_dow + , subq_32.booking__paid_at__extract_doy + , subq_32.metric_time__day + , subq_32.metric_time__week + , subq_32.metric_time__month + , subq_32.metric_time__quarter + , subq_32.metric_time__year + , subq_32.metric_time__extract_year + , subq_32.metric_time__extract_quarter + , subq_32.metric_time__extract_month + , subq_32.metric_time__extract_day + , subq_32.metric_time__extract_dow + , subq_32.metric_time__extract_doy + , subq_32.listing + , subq_32.guest + , subq_32.host + , subq_32.booking__listing + , subq_32.booking__guest + , subq_32.booking__host + , subq_32.is_instant + , subq_32.booking__is_instant + , subq_32.bookings + , subq_32.instant_bookings + , subq_32.booking_value + , subq_32.max_booking_value + , subq_32.min_booking_value + , subq_32.bookers + , subq_32.average_booking_value + , subq_32.referred_bookings + , subq_32.median_booking_value + , subq_32.booking_value_p99 + , subq_32.discrete_booking_value_p99 + , subq_32.approximate_continuous_booking_value_p99 + , subq_32.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_12 - ) subq_13 - ) subq_14 + subq_31.ds__day + , subq_31.ds__week + , subq_31.ds__month + , subq_31.ds__quarter + , subq_31.ds__year + , subq_31.ds__extract_year + , subq_31.ds__extract_quarter + , subq_31.ds__extract_month + , subq_31.ds__extract_day + , subq_31.ds__extract_dow + , subq_31.ds__extract_doy + , subq_31.ds_partitioned__day + , subq_31.ds_partitioned__week + , subq_31.ds_partitioned__month + , subq_31.ds_partitioned__quarter + , subq_31.ds_partitioned__year + , subq_31.ds_partitioned__extract_year + , subq_31.ds_partitioned__extract_quarter + , subq_31.ds_partitioned__extract_month + , subq_31.ds_partitioned__extract_day + , subq_31.ds_partitioned__extract_dow + , subq_31.ds_partitioned__extract_doy + , subq_31.paid_at__day + , subq_31.paid_at__week + , subq_31.paid_at__month + , subq_31.paid_at__quarter + , subq_31.paid_at__year + , subq_31.paid_at__extract_year + , subq_31.paid_at__extract_quarter + , subq_31.paid_at__extract_month + , subq_31.paid_at__extract_day + , subq_31.paid_at__extract_dow + , subq_31.paid_at__extract_doy + , subq_31.booking__ds__day + , subq_31.booking__ds__week + , subq_31.booking__ds__month + , subq_31.booking__ds__quarter + , subq_31.booking__ds__year + , subq_31.booking__ds__extract_year + , subq_31.booking__ds__extract_quarter + , subq_31.booking__ds__extract_month + , subq_31.booking__ds__extract_day + , subq_31.booking__ds__extract_dow + , subq_31.booking__ds__extract_doy + , subq_31.booking__ds_partitioned__day + , subq_31.booking__ds_partitioned__week + , subq_31.booking__ds_partitioned__month + , subq_31.booking__ds_partitioned__quarter + , subq_31.booking__ds_partitioned__year + , subq_31.booking__ds_partitioned__extract_year + , subq_31.booking__ds_partitioned__extract_quarter + , subq_31.booking__ds_partitioned__extract_month + , subq_31.booking__ds_partitioned__extract_day + , subq_31.booking__ds_partitioned__extract_dow + , subq_31.booking__ds_partitioned__extract_doy + , subq_31.booking__paid_at__day + , subq_31.booking__paid_at__week + , subq_31.booking__paid_at__month + , subq_31.booking__paid_at__quarter + , subq_31.booking__paid_at__year + , subq_31.booking__paid_at__extract_year + , subq_31.booking__paid_at__extract_quarter + , subq_31.booking__paid_at__extract_month + , subq_31.booking__paid_at__extract_day + , subq_31.booking__paid_at__extract_dow + , subq_31.booking__paid_at__extract_doy + , subq_31.ds__day AS metric_time__day + , subq_31.ds__week AS metric_time__week + , subq_31.ds__month AS metric_time__month + , subq_31.ds__quarter AS metric_time__quarter + , subq_31.ds__year AS metric_time__year + , subq_31.ds__extract_year AS metric_time__extract_year + , subq_31.ds__extract_quarter AS metric_time__extract_quarter + , subq_31.ds__extract_month AS metric_time__extract_month + , subq_31.ds__extract_day AS metric_time__extract_day + , subq_31.ds__extract_dow AS metric_time__extract_dow + , subq_31.ds__extract_doy AS metric_time__extract_doy + , subq_31.listing + , subq_31.guest + , subq_31.host + , subq_31.booking__listing + , subq_31.booking__guest + , subq_31.booking__host + , subq_31.is_instant + , subq_31.booking__is_instant + , subq_31.bookings + , subq_31.instant_bookings + , subq_31.booking_value + , subq_31.max_booking_value + , subq_31.min_booking_value + , subq_31.bookers + , subq_31.average_booking_value + , subq_31.referred_bookings + , subq_31.median_booking_value + , subq_31.booking_value_p99 + , subq_31.discrete_booking_value_p99 + , subq_31.approximate_continuous_booking_value_p99 + , subq_31.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_31 + ) subq_32 + WHERE booking__is_instant + ) subq_33 + ) subq_34 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_16.listing - , subq_16.is_lux_latest + subq_36.listing + , subq_36.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_15.ds__day - , subq_15.ds__week - , subq_15.ds__month - , subq_15.ds__quarter - , subq_15.ds__year - , subq_15.ds__extract_year - , subq_15.ds__extract_quarter - , subq_15.ds__extract_month - , subq_15.ds__extract_day - , subq_15.ds__extract_dow - , subq_15.ds__extract_doy - , subq_15.created_at__day - , subq_15.created_at__week - , subq_15.created_at__month - , subq_15.created_at__quarter - , subq_15.created_at__year - , subq_15.created_at__extract_year - , subq_15.created_at__extract_quarter - , subq_15.created_at__extract_month - , subq_15.created_at__extract_day - , subq_15.created_at__extract_dow - , subq_15.created_at__extract_doy - , subq_15.listing__ds__day - , subq_15.listing__ds__week - , subq_15.listing__ds__month - , subq_15.listing__ds__quarter - , subq_15.listing__ds__year - , subq_15.listing__ds__extract_year - , subq_15.listing__ds__extract_quarter - , subq_15.listing__ds__extract_month - , subq_15.listing__ds__extract_day - , subq_15.listing__ds__extract_dow - , subq_15.listing__ds__extract_doy - , subq_15.listing__created_at__day - , subq_15.listing__created_at__week - , subq_15.listing__created_at__month - , subq_15.listing__created_at__quarter - , subq_15.listing__created_at__year - , subq_15.listing__created_at__extract_year - , subq_15.listing__created_at__extract_quarter - , subq_15.listing__created_at__extract_month - , subq_15.listing__created_at__extract_day - , subq_15.listing__created_at__extract_dow - , subq_15.listing__created_at__extract_doy - , subq_15.ds__day AS metric_time__day - , subq_15.ds__week AS metric_time__week - , subq_15.ds__month AS metric_time__month - , subq_15.ds__quarter AS metric_time__quarter - , subq_15.ds__year AS metric_time__year - , subq_15.ds__extract_year AS metric_time__extract_year - , subq_15.ds__extract_quarter AS metric_time__extract_quarter - , subq_15.ds__extract_month AS metric_time__extract_month - , subq_15.ds__extract_day AS metric_time__extract_day - , subq_15.ds__extract_dow AS metric_time__extract_dow - , subq_15.ds__extract_doy AS metric_time__extract_doy - , subq_15.listing - , subq_15.user - , subq_15.listing__user - , subq_15.country_latest - , subq_15.is_lux_latest - , subq_15.capacity_latest - , subq_15.listing__country_latest - , subq_15.listing__is_lux_latest - , subq_15.listing__capacity_latest - , subq_15.listings - , subq_15.largest_listing - , subq_15.smallest_listing + subq_35.ds__day + , subq_35.ds__week + , subq_35.ds__month + , subq_35.ds__quarter + , subq_35.ds__year + , subq_35.ds__extract_year + , subq_35.ds__extract_quarter + , subq_35.ds__extract_month + , subq_35.ds__extract_day + , subq_35.ds__extract_dow + , subq_35.ds__extract_doy + , subq_35.created_at__day + , subq_35.created_at__week + , subq_35.created_at__month + , subq_35.created_at__quarter + , subq_35.created_at__year + , subq_35.created_at__extract_year + , subq_35.created_at__extract_quarter + , subq_35.created_at__extract_month + , subq_35.created_at__extract_day + , subq_35.created_at__extract_dow + , subq_35.created_at__extract_doy + , subq_35.listing__ds__day + , subq_35.listing__ds__week + , subq_35.listing__ds__month + , subq_35.listing__ds__quarter + , subq_35.listing__ds__year + , subq_35.listing__ds__extract_year + , subq_35.listing__ds__extract_quarter + , subq_35.listing__ds__extract_month + , subq_35.listing__ds__extract_day + , subq_35.listing__ds__extract_dow + , subq_35.listing__ds__extract_doy + , subq_35.listing__created_at__day + , subq_35.listing__created_at__week + , subq_35.listing__created_at__month + , subq_35.listing__created_at__quarter + , subq_35.listing__created_at__year + , subq_35.listing__created_at__extract_year + , subq_35.listing__created_at__extract_quarter + , subq_35.listing__created_at__extract_month + , subq_35.listing__created_at__extract_day + , subq_35.listing__created_at__extract_dow + , subq_35.listing__created_at__extract_doy + , subq_35.ds__day AS metric_time__day + , subq_35.ds__week AS metric_time__week + , subq_35.ds__month AS metric_time__month + , subq_35.ds__quarter AS metric_time__quarter + , subq_35.ds__year AS metric_time__year + , subq_35.ds__extract_year AS metric_time__extract_year + , subq_35.ds__extract_quarter AS metric_time__extract_quarter + , subq_35.ds__extract_month AS metric_time__extract_month + , subq_35.ds__extract_day AS metric_time__extract_day + , subq_35.ds__extract_dow AS metric_time__extract_dow + , subq_35.ds__extract_doy AS metric_time__extract_doy + , subq_35.listing + , subq_35.user + , subq_35.listing__user + , subq_35.country_latest + , subq_35.is_lux_latest + , subq_35.capacity_latest + , subq_35.listing__country_latest + , subq_35.listing__is_lux_latest + , subq_35.listing__capacity_latest + , subq_35.listings + , subq_35.largest_listing + , subq_35.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -759,240 +965,343 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_15 - ) subq_16 - ) subq_17 + ) subq_35 + ) subq_36 + ) subq_37 ON - subq_14.listing = subq_17.listing - ) subq_18 - ) subq_19 + subq_34.listing = subq_37.listing + ) subq_38 + ) subq_39 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_20 - ) subq_21 - ) subq_22 - ) subq_23 + ) subq_40 + ) subq_41 + ) subq_42 + ) subq_43 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_29.booking_value + subq_50.booking_value FROM ( -- Aggregate Measures SELECT - SUM(subq_28.booking_value) AS booking_value + SUM(subq_49.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value',] SELECT - subq_27.booking_value + subq_48.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_26.booking__is_instant - , subq_26.booking_value + subq_47.booking__is_instant + , subq_47.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - subq_25.booking__is_instant - , subq_25.booking_value + subq_46.booking__is_instant + , subq_46.booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_24.ds__day - , subq_24.ds__week - , subq_24.ds__month - , subq_24.ds__quarter - , subq_24.ds__year - , subq_24.ds__extract_year - , subq_24.ds__extract_quarter - , subq_24.ds__extract_month - , subq_24.ds__extract_day - , subq_24.ds__extract_dow - , subq_24.ds__extract_doy - , subq_24.ds_partitioned__day - , subq_24.ds_partitioned__week - , subq_24.ds_partitioned__month - , subq_24.ds_partitioned__quarter - , subq_24.ds_partitioned__year - , subq_24.ds_partitioned__extract_year - , subq_24.ds_partitioned__extract_quarter - , subq_24.ds_partitioned__extract_month - , subq_24.ds_partitioned__extract_day - , subq_24.ds_partitioned__extract_dow - , subq_24.ds_partitioned__extract_doy - , subq_24.paid_at__day - , subq_24.paid_at__week - , subq_24.paid_at__month - , subq_24.paid_at__quarter - , subq_24.paid_at__year - , subq_24.paid_at__extract_year - , subq_24.paid_at__extract_quarter - , subq_24.paid_at__extract_month - , subq_24.paid_at__extract_day - , subq_24.paid_at__extract_dow - , subq_24.paid_at__extract_doy - , subq_24.booking__ds__day - , subq_24.booking__ds__week - , subq_24.booking__ds__month - , subq_24.booking__ds__quarter - , subq_24.booking__ds__year - , subq_24.booking__ds__extract_year - , subq_24.booking__ds__extract_quarter - , subq_24.booking__ds__extract_month - , subq_24.booking__ds__extract_day - , subq_24.booking__ds__extract_dow - , subq_24.booking__ds__extract_doy - , subq_24.booking__ds_partitioned__day - , subq_24.booking__ds_partitioned__week - , subq_24.booking__ds_partitioned__month - , subq_24.booking__ds_partitioned__quarter - , subq_24.booking__ds_partitioned__year - , subq_24.booking__ds_partitioned__extract_year - , subq_24.booking__ds_partitioned__extract_quarter - , subq_24.booking__ds_partitioned__extract_month - , subq_24.booking__ds_partitioned__extract_day - , subq_24.booking__ds_partitioned__extract_dow - , subq_24.booking__ds_partitioned__extract_doy - , subq_24.booking__paid_at__day - , subq_24.booking__paid_at__week - , subq_24.booking__paid_at__month - , subq_24.booking__paid_at__quarter - , subq_24.booking__paid_at__year - , subq_24.booking__paid_at__extract_year - , subq_24.booking__paid_at__extract_quarter - , subq_24.booking__paid_at__extract_month - , subq_24.booking__paid_at__extract_day - , subq_24.booking__paid_at__extract_dow - , subq_24.booking__paid_at__extract_doy - , subq_24.ds__day AS metric_time__day - , subq_24.ds__week AS metric_time__week - , subq_24.ds__month AS metric_time__month - , subq_24.ds__quarter AS metric_time__quarter - , subq_24.ds__year AS metric_time__year - , subq_24.ds__extract_year AS metric_time__extract_year - , subq_24.ds__extract_quarter AS metric_time__extract_quarter - , subq_24.ds__extract_month AS metric_time__extract_month - , subq_24.ds__extract_day AS metric_time__extract_day - , subq_24.ds__extract_dow AS metric_time__extract_dow - , subq_24.ds__extract_doy AS metric_time__extract_doy - , subq_24.listing - , subq_24.guest - , subq_24.host - , subq_24.booking__listing - , subq_24.booking__guest - , subq_24.booking__host - , subq_24.is_instant - , subq_24.booking__is_instant - , subq_24.bookings - , subq_24.instant_bookings - , subq_24.booking_value - , subq_24.max_booking_value - , subq_24.min_booking_value - , subq_24.bookers - , subq_24.average_booking_value - , subq_24.referred_bookings - , subq_24.median_booking_value - , subq_24.booking_value_p99 - , subq_24.discrete_booking_value_p99 - , subq_24.approximate_continuous_booking_value_p99 - , subq_24.approximate_discrete_booking_value_p99 + subq_45.ds__day + , subq_45.ds__week + , subq_45.ds__month + , subq_45.ds__quarter + , subq_45.ds__year + , subq_45.ds__extract_year + , subq_45.ds__extract_quarter + , subq_45.ds__extract_month + , subq_45.ds__extract_day + , subq_45.ds__extract_dow + , subq_45.ds__extract_doy + , subq_45.ds_partitioned__day + , subq_45.ds_partitioned__week + , subq_45.ds_partitioned__month + , subq_45.ds_partitioned__quarter + , subq_45.ds_partitioned__year + , subq_45.ds_partitioned__extract_year + , subq_45.ds_partitioned__extract_quarter + , subq_45.ds_partitioned__extract_month + , subq_45.ds_partitioned__extract_day + , subq_45.ds_partitioned__extract_dow + , subq_45.ds_partitioned__extract_doy + , subq_45.paid_at__day + , subq_45.paid_at__week + , subq_45.paid_at__month + , subq_45.paid_at__quarter + , subq_45.paid_at__year + , subq_45.paid_at__extract_year + , subq_45.paid_at__extract_quarter + , subq_45.paid_at__extract_month + , subq_45.paid_at__extract_day + , subq_45.paid_at__extract_dow + , subq_45.paid_at__extract_doy + , subq_45.booking__ds__day + , subq_45.booking__ds__week + , subq_45.booking__ds__month + , subq_45.booking__ds__quarter + , subq_45.booking__ds__year + , subq_45.booking__ds__extract_year + , subq_45.booking__ds__extract_quarter + , subq_45.booking__ds__extract_month + , subq_45.booking__ds__extract_day + , subq_45.booking__ds__extract_dow + , subq_45.booking__ds__extract_doy + , subq_45.booking__ds_partitioned__day + , subq_45.booking__ds_partitioned__week + , subq_45.booking__ds_partitioned__month + , subq_45.booking__ds_partitioned__quarter + , subq_45.booking__ds_partitioned__year + , subq_45.booking__ds_partitioned__extract_year + , subq_45.booking__ds_partitioned__extract_quarter + , subq_45.booking__ds_partitioned__extract_month + , subq_45.booking__ds_partitioned__extract_day + , subq_45.booking__ds_partitioned__extract_dow + , subq_45.booking__ds_partitioned__extract_doy + , subq_45.booking__paid_at__day + , subq_45.booking__paid_at__week + , subq_45.booking__paid_at__month + , subq_45.booking__paid_at__quarter + , subq_45.booking__paid_at__year + , subq_45.booking__paid_at__extract_year + , subq_45.booking__paid_at__extract_quarter + , subq_45.booking__paid_at__extract_month + , subq_45.booking__paid_at__extract_day + , subq_45.booking__paid_at__extract_dow + , subq_45.booking__paid_at__extract_doy + , subq_45.metric_time__day + , subq_45.metric_time__week + , subq_45.metric_time__month + , subq_45.metric_time__quarter + , subq_45.metric_time__year + , subq_45.metric_time__extract_year + , subq_45.metric_time__extract_quarter + , subq_45.metric_time__extract_month + , subq_45.metric_time__extract_day + , subq_45.metric_time__extract_dow + , subq_45.metric_time__extract_doy + , subq_45.listing + , subq_45.guest + , subq_45.host + , subq_45.booking__listing + , subq_45.booking__guest + , subq_45.booking__host + , subq_45.is_instant + , subq_45.booking__is_instant + , subq_45.bookings + , subq_45.instant_bookings + , subq_45.booking_value + , subq_45.max_booking_value + , subq_45.min_booking_value + , subq_45.bookers + , subq_45.average_booking_value + , subq_45.referred_bookings + , subq_45.median_booking_value + , subq_45.booking_value_p99 + , subq_45.discrete_booking_value_p99 + , subq_45.approximate_continuous_booking_value_p99 + , subq_45.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_24 - ) subq_25 - ) subq_26 + subq_44.ds__day + , subq_44.ds__week + , subq_44.ds__month + , subq_44.ds__quarter + , subq_44.ds__year + , subq_44.ds__extract_year + , subq_44.ds__extract_quarter + , subq_44.ds__extract_month + , subq_44.ds__extract_day + , subq_44.ds__extract_dow + , subq_44.ds__extract_doy + , subq_44.ds_partitioned__day + , subq_44.ds_partitioned__week + , subq_44.ds_partitioned__month + , subq_44.ds_partitioned__quarter + , subq_44.ds_partitioned__year + , subq_44.ds_partitioned__extract_year + , subq_44.ds_partitioned__extract_quarter + , subq_44.ds_partitioned__extract_month + , subq_44.ds_partitioned__extract_day + , subq_44.ds_partitioned__extract_dow + , subq_44.ds_partitioned__extract_doy + , subq_44.paid_at__day + , subq_44.paid_at__week + , subq_44.paid_at__month + , subq_44.paid_at__quarter + , subq_44.paid_at__year + , subq_44.paid_at__extract_year + , subq_44.paid_at__extract_quarter + , subq_44.paid_at__extract_month + , subq_44.paid_at__extract_day + , subq_44.paid_at__extract_dow + , subq_44.paid_at__extract_doy + , subq_44.booking__ds__day + , subq_44.booking__ds__week + , subq_44.booking__ds__month + , subq_44.booking__ds__quarter + , subq_44.booking__ds__year + , subq_44.booking__ds__extract_year + , subq_44.booking__ds__extract_quarter + , subq_44.booking__ds__extract_month + , subq_44.booking__ds__extract_day + , subq_44.booking__ds__extract_dow + , subq_44.booking__ds__extract_doy + , subq_44.booking__ds_partitioned__day + , subq_44.booking__ds_partitioned__week + , subq_44.booking__ds_partitioned__month + , subq_44.booking__ds_partitioned__quarter + , subq_44.booking__ds_partitioned__year + , subq_44.booking__ds_partitioned__extract_year + , subq_44.booking__ds_partitioned__extract_quarter + , subq_44.booking__ds_partitioned__extract_month + , subq_44.booking__ds_partitioned__extract_day + , subq_44.booking__ds_partitioned__extract_dow + , subq_44.booking__ds_partitioned__extract_doy + , subq_44.booking__paid_at__day + , subq_44.booking__paid_at__week + , subq_44.booking__paid_at__month + , subq_44.booking__paid_at__quarter + , subq_44.booking__paid_at__year + , subq_44.booking__paid_at__extract_year + , subq_44.booking__paid_at__extract_quarter + , subq_44.booking__paid_at__extract_month + , subq_44.booking__paid_at__extract_day + , subq_44.booking__paid_at__extract_dow + , subq_44.booking__paid_at__extract_doy + , subq_44.ds__day AS metric_time__day + , subq_44.ds__week AS metric_time__week + , subq_44.ds__month AS metric_time__month + , subq_44.ds__quarter AS metric_time__quarter + , subq_44.ds__year AS metric_time__year + , subq_44.ds__extract_year AS metric_time__extract_year + , subq_44.ds__extract_quarter AS metric_time__extract_quarter + , subq_44.ds__extract_month AS metric_time__extract_month + , subq_44.ds__extract_day AS metric_time__extract_day + , subq_44.ds__extract_dow AS metric_time__extract_dow + , subq_44.ds__extract_doy AS metric_time__extract_doy + , subq_44.listing + , subq_44.guest + , subq_44.host + , subq_44.booking__listing + , subq_44.booking__guest + , subq_44.booking__host + , subq_44.is_instant + , subq_44.booking__is_instant + , subq_44.bookings + , subq_44.instant_bookings + , subq_44.booking_value + , subq_44.max_booking_value + , subq_44.min_booking_value + , subq_44.bookers + , subq_44.average_booking_value + , subq_44.referred_bookings + , subq_44.median_booking_value + , subq_44.booking_value_p99 + , subq_44.discrete_booking_value_p99 + , subq_44.approximate_continuous_booking_value_p99 + , subq_44.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_44 + ) subq_45 + WHERE booking__is_instant + ) subq_46 + ) subq_47 WHERE booking__is_instant - ) subq_27 - ) subq_28 - ) subq_29 - ) subq_30 - ) subq_31 -) subq_32 + ) subq_48 + ) subq_49 + ) subq_50 + ) subq_51 + ) subq_52 +) subq_53 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_nested_filters__plan0_optimized.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_nested_filters__plan0_optimized.sql index a73bfea928..a0fdc735bd 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_nested_filters__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_nested_filters__plan0_optimized.sql @@ -8,9 +8,9 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_44.average_booking_value) AS average_booking_value - , MAX(subq_56.bookings) AS bookings - , MAX(subq_63.booking_value) AS booking_value + MAX(subq_66.average_booking_value) AS average_booking_value + , MAX(subq_79.bookings) AS bookings + , MAX(subq_87.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value',] @@ -22,17 +22,34 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - bookings_source_src_28000.is_instant AS booking__is_instant + subq_57.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , bookings_source_src_28000.booking_value AS average_booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 + , subq_57.average_booking_value AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] + SELECT + listing + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_55 + WHERE booking__is_instant + ) subq_57 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - bookings_source_src_28000.listing_id = listings_latest_src_28000.listing_id - ) subq_40 + subq_57.listing = listings_latest_src_28000.listing_id + ) subq_62 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_44 + ) subq_66 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings',] @@ -44,26 +61,34 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_47.booking__is_instant AS booking__is_instant + subq_70.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_47.bookings AS bookings + , subq_70.bookings AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - listing_id AS listing - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_47 + listing + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_68 + WHERE booking__is_instant + ) subq_70 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_47.listing = listings_latest_src_28000.listing_id - ) subq_52 + subq_70.listing = listings_latest_src_28000.listing_id + ) subq_75 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_56 + ) subq_79 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value',] @@ -72,15 +97,22 @@ FROM ( SELECT SUM(booking_value) AS booking_value FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - is_instant AS booking__is_instant + booking__is_instant , booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_59 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + is_instant AS booking__is_instant + , booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_81 + WHERE booking__is_instant + ) subq_83 WHERE booking__is_instant - ) subq_63 - ) subq_64 -) subq_65 + ) subq_87 + ) subq_88 +) subq_89 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_nested_filters__plan0.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_nested_filters__plan0.sql index 5db13f9c09..3b1d93b7d3 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_nested_filters__plan0.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_nested_filters__plan0.sql @@ -8,317 +8,420 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_11.average_booking_value) AS average_booking_value - , MAX(subq_23.bookings) AS bookings - , MAX(subq_30.booking_value) AS booking_value + MAX(subq_30.average_booking_value) AS average_booking_value + , MAX(subq_43.bookings) AS bookings + , MAX(subq_51.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_10.average_booking_value + subq_29.average_booking_value FROM ( -- Aggregate Measures SELECT - AVG(subq_9.average_booking_value) AS average_booking_value + AVG(subq_28.average_booking_value) AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value',] SELECT - subq_8.average_booking_value + subq_27.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_7.booking__is_instant - , subq_7.listing__is_lux_latest - , subq_7.average_booking_value + subq_26.booking__is_instant + , subq_26.listing__is_lux_latest + , subq_26.average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_6.booking__is_instant - , subq_6.listing__is_lux_latest - , subq_6.average_booking_value + subq_25.booking__is_instant + , subq_25.listing__is_lux_latest + , subq_25.average_booking_value FROM ( -- Join Standard Outputs SELECT - subq_2.listing AS listing - , subq_2.booking__is_instant AS booking__is_instant - , subq_5.is_lux_latest AS listing__is_lux_latest - , subq_2.average_booking_value AS average_booking_value + subq_21.listing AS listing + , subq_21.booking__is_instant AS booking__is_instant + , subq_24.is_lux_latest AS listing__is_lux_latest + , subq_21.average_booking_value AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] SELECT - subq_1.listing - , subq_1.booking__is_instant - , subq_1.average_booking_value + subq_20.listing + , subq_20.booking__is_instant + , subq_20.average_booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_19.ds__day + , subq_19.ds__week + , subq_19.ds__month + , subq_19.ds__quarter + , subq_19.ds__year + , subq_19.ds__extract_year + , subq_19.ds__extract_quarter + , subq_19.ds__extract_month + , subq_19.ds__extract_day + , subq_19.ds__extract_dow + , subq_19.ds__extract_doy + , subq_19.ds_partitioned__day + , subq_19.ds_partitioned__week + , subq_19.ds_partitioned__month + , subq_19.ds_partitioned__quarter + , subq_19.ds_partitioned__year + , subq_19.ds_partitioned__extract_year + , subq_19.ds_partitioned__extract_quarter + , subq_19.ds_partitioned__extract_month + , subq_19.ds_partitioned__extract_day + , subq_19.ds_partitioned__extract_dow + , subq_19.ds_partitioned__extract_doy + , subq_19.paid_at__day + , subq_19.paid_at__week + , subq_19.paid_at__month + , subq_19.paid_at__quarter + , subq_19.paid_at__year + , subq_19.paid_at__extract_year + , subq_19.paid_at__extract_quarter + , subq_19.paid_at__extract_month + , subq_19.paid_at__extract_day + , subq_19.paid_at__extract_dow + , subq_19.paid_at__extract_doy + , subq_19.booking__ds__day + , subq_19.booking__ds__week + , subq_19.booking__ds__month + , subq_19.booking__ds__quarter + , subq_19.booking__ds__year + , subq_19.booking__ds__extract_year + , subq_19.booking__ds__extract_quarter + , subq_19.booking__ds__extract_month + , subq_19.booking__ds__extract_day + , subq_19.booking__ds__extract_dow + , subq_19.booking__ds__extract_doy + , subq_19.booking__ds_partitioned__day + , subq_19.booking__ds_partitioned__week + , subq_19.booking__ds_partitioned__month + , subq_19.booking__ds_partitioned__quarter + , subq_19.booking__ds_partitioned__year + , subq_19.booking__ds_partitioned__extract_year + , subq_19.booking__ds_partitioned__extract_quarter + , subq_19.booking__ds_partitioned__extract_month + , subq_19.booking__ds_partitioned__extract_day + , subq_19.booking__ds_partitioned__extract_dow + , subq_19.booking__ds_partitioned__extract_doy + , subq_19.booking__paid_at__day + , subq_19.booking__paid_at__week + , subq_19.booking__paid_at__month + , subq_19.booking__paid_at__quarter + , subq_19.booking__paid_at__year + , subq_19.booking__paid_at__extract_year + , subq_19.booking__paid_at__extract_quarter + , subq_19.booking__paid_at__extract_month + , subq_19.booking__paid_at__extract_day + , subq_19.booking__paid_at__extract_dow + , subq_19.booking__paid_at__extract_doy + , subq_19.metric_time__day + , subq_19.metric_time__week + , subq_19.metric_time__month + , subq_19.metric_time__quarter + , subq_19.metric_time__year + , subq_19.metric_time__extract_year + , subq_19.metric_time__extract_quarter + , subq_19.metric_time__extract_month + , subq_19.metric_time__extract_day + , subq_19.metric_time__extract_dow + , subq_19.metric_time__extract_doy + , subq_19.listing + , subq_19.guest + , subq_19.host + , subq_19.booking__listing + , subq_19.booking__guest + , subq_19.booking__host + , subq_19.is_instant + , subq_19.booking__is_instant + , subq_19.bookings + , subq_19.instant_bookings + , subq_19.booking_value + , subq_19.max_booking_value + , subq_19.min_booking_value + , subq_19.bookers + , subq_19.average_booking_value + , subq_19.referred_bookings + , subq_19.median_booking_value + , subq_19.booking_value_p99 + , subq_19.discrete_booking_value_p99 + , subq_19.approximate_continuous_booking_value_p99 + , subq_19.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_18.ds__day + , subq_18.ds__week + , subq_18.ds__month + , subq_18.ds__quarter + , subq_18.ds__year + , subq_18.ds__extract_year + , subq_18.ds__extract_quarter + , subq_18.ds__extract_month + , subq_18.ds__extract_day + , subq_18.ds__extract_dow + , subq_18.ds__extract_doy + , subq_18.ds_partitioned__day + , subq_18.ds_partitioned__week + , subq_18.ds_partitioned__month + , subq_18.ds_partitioned__quarter + , subq_18.ds_partitioned__year + , subq_18.ds_partitioned__extract_year + , subq_18.ds_partitioned__extract_quarter + , subq_18.ds_partitioned__extract_month + , subq_18.ds_partitioned__extract_day + , subq_18.ds_partitioned__extract_dow + , subq_18.ds_partitioned__extract_doy + , subq_18.paid_at__day + , subq_18.paid_at__week + , subq_18.paid_at__month + , subq_18.paid_at__quarter + , subq_18.paid_at__year + , subq_18.paid_at__extract_year + , subq_18.paid_at__extract_quarter + , subq_18.paid_at__extract_month + , subq_18.paid_at__extract_day + , subq_18.paid_at__extract_dow + , subq_18.paid_at__extract_doy + , subq_18.booking__ds__day + , subq_18.booking__ds__week + , subq_18.booking__ds__month + , subq_18.booking__ds__quarter + , subq_18.booking__ds__year + , subq_18.booking__ds__extract_year + , subq_18.booking__ds__extract_quarter + , subq_18.booking__ds__extract_month + , subq_18.booking__ds__extract_day + , subq_18.booking__ds__extract_dow + , subq_18.booking__ds__extract_doy + , subq_18.booking__ds_partitioned__day + , subq_18.booking__ds_partitioned__week + , subq_18.booking__ds_partitioned__month + , subq_18.booking__ds_partitioned__quarter + , subq_18.booking__ds_partitioned__year + , subq_18.booking__ds_partitioned__extract_year + , subq_18.booking__ds_partitioned__extract_quarter + , subq_18.booking__ds_partitioned__extract_month + , subq_18.booking__ds_partitioned__extract_day + , subq_18.booking__ds_partitioned__extract_dow + , subq_18.booking__ds_partitioned__extract_doy + , subq_18.booking__paid_at__day + , subq_18.booking__paid_at__week + , subq_18.booking__paid_at__month + , subq_18.booking__paid_at__quarter + , subq_18.booking__paid_at__year + , subq_18.booking__paid_at__extract_year + , subq_18.booking__paid_at__extract_quarter + , subq_18.booking__paid_at__extract_month + , subq_18.booking__paid_at__extract_day + , subq_18.booking__paid_at__extract_dow + , subq_18.booking__paid_at__extract_doy + , subq_18.ds__day AS metric_time__day + , subq_18.ds__week AS metric_time__week + , subq_18.ds__month AS metric_time__month + , subq_18.ds__quarter AS metric_time__quarter + , subq_18.ds__year AS metric_time__year + , subq_18.ds__extract_year AS metric_time__extract_year + , subq_18.ds__extract_quarter AS metric_time__extract_quarter + , subq_18.ds__extract_month AS metric_time__extract_month + , subq_18.ds__extract_day AS metric_time__extract_day + , subq_18.ds__extract_dow AS metric_time__extract_dow + , subq_18.ds__extract_doy AS metric_time__extract_doy + , subq_18.listing + , subq_18.guest + , subq_18.host + , subq_18.booking__listing + , subq_18.booking__guest + , subq_18.booking__host + , subq_18.is_instant + , subq_18.booking__is_instant + , subq_18.bookings + , subq_18.instant_bookings + , subq_18.booking_value + , subq_18.max_booking_value + , subq_18.min_booking_value + , subq_18.bookers + , subq_18.average_booking_value + , subq_18.referred_bookings + , subq_18.median_booking_value + , subq_18.booking_value_p99 + , subq_18.discrete_booking_value_p99 + , subq_18.approximate_continuous_booking_value_p99 + , subq_18.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_18 + ) subq_19 + WHERE booking__is_instant + ) subq_20 + ) subq_21 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_4.listing - , subq_4.is_lux_latest + subq_23.listing + , subq_23.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_22.ds__day + , subq_22.ds__week + , subq_22.ds__month + , subq_22.ds__quarter + , subq_22.ds__year + , subq_22.ds__extract_year + , subq_22.ds__extract_quarter + , subq_22.ds__extract_month + , subq_22.ds__extract_day + , subq_22.ds__extract_dow + , subq_22.ds__extract_doy + , subq_22.created_at__day + , subq_22.created_at__week + , subq_22.created_at__month + , subq_22.created_at__quarter + , subq_22.created_at__year + , subq_22.created_at__extract_year + , subq_22.created_at__extract_quarter + , subq_22.created_at__extract_month + , subq_22.created_at__extract_day + , subq_22.created_at__extract_dow + , subq_22.created_at__extract_doy + , subq_22.listing__ds__day + , subq_22.listing__ds__week + , subq_22.listing__ds__month + , subq_22.listing__ds__quarter + , subq_22.listing__ds__year + , subq_22.listing__ds__extract_year + , subq_22.listing__ds__extract_quarter + , subq_22.listing__ds__extract_month + , subq_22.listing__ds__extract_day + , subq_22.listing__ds__extract_dow + , subq_22.listing__ds__extract_doy + , subq_22.listing__created_at__day + , subq_22.listing__created_at__week + , subq_22.listing__created_at__month + , subq_22.listing__created_at__quarter + , subq_22.listing__created_at__year + , subq_22.listing__created_at__extract_year + , subq_22.listing__created_at__extract_quarter + , subq_22.listing__created_at__extract_month + , subq_22.listing__created_at__extract_day + , subq_22.listing__created_at__extract_dow + , subq_22.listing__created_at__extract_doy + , subq_22.ds__day AS metric_time__day + , subq_22.ds__week AS metric_time__week + , subq_22.ds__month AS metric_time__month + , subq_22.ds__quarter AS metric_time__quarter + , subq_22.ds__year AS metric_time__year + , subq_22.ds__extract_year AS metric_time__extract_year + , subq_22.ds__extract_quarter AS metric_time__extract_quarter + , subq_22.ds__extract_month AS metric_time__extract_month + , subq_22.ds__extract_day AS metric_time__extract_day + , subq_22.ds__extract_dow AS metric_time__extract_dow + , subq_22.ds__extract_doy AS metric_time__extract_doy + , subq_22.listing + , subq_22.user + , subq_22.listing__user + , subq_22.country_latest + , subq_22.is_lux_latest + , subq_22.capacity_latest + , subq_22.listing__country_latest + , subq_22.listing__is_lux_latest + , subq_22.listing__capacity_latest + , subq_22.listings + , subq_22.largest_listing + , subq_22.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -379,326 +482,429 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_22 + ) subq_23 + ) subq_24 ON - subq_2.listing = subq_5.listing - ) subq_6 - ) subq_7 + subq_21.listing = subq_24.listing + ) subq_25 + ) subq_26 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_8 - ) subq_9 - ) subq_10 - ) subq_11 + ) subq_27 + ) subq_28 + ) subq_29 + ) subq_30 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_22.bookings + subq_42.bookings FROM ( -- Aggregate Measures SELECT - SUM(subq_21.bookings) AS bookings + SUM(subq_41.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings',] SELECT - subq_20.bookings + subq_40.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_19.booking__is_instant - , subq_19.listing__is_lux_latest - , subq_19.bookings + subq_39.booking__is_instant + , subq_39.listing__is_lux_latest + , subq_39.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_18.booking__is_instant - , subq_18.listing__is_lux_latest - , subq_18.bookings + subq_38.booking__is_instant + , subq_38.listing__is_lux_latest + , subq_38.bookings FROM ( -- Join Standard Outputs SELECT - subq_14.listing AS listing - , subq_14.booking__is_instant AS booking__is_instant - , subq_17.is_lux_latest AS listing__is_lux_latest - , subq_14.bookings AS bookings + subq_34.listing AS listing + , subq_34.booking__is_instant AS booking__is_instant + , subq_37.is_lux_latest AS listing__is_lux_latest + , subq_34.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_13.listing - , subq_13.booking__is_instant - , subq_13.bookings + subq_33.listing + , subq_33.booking__is_instant + , subq_33.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_12.ds__day - , subq_12.ds__week - , subq_12.ds__month - , subq_12.ds__quarter - , subq_12.ds__year - , subq_12.ds__extract_year - , subq_12.ds__extract_quarter - , subq_12.ds__extract_month - , subq_12.ds__extract_day - , subq_12.ds__extract_dow - , subq_12.ds__extract_doy - , subq_12.ds_partitioned__day - , subq_12.ds_partitioned__week - , subq_12.ds_partitioned__month - , subq_12.ds_partitioned__quarter - , subq_12.ds_partitioned__year - , subq_12.ds_partitioned__extract_year - , subq_12.ds_partitioned__extract_quarter - , subq_12.ds_partitioned__extract_month - , subq_12.ds_partitioned__extract_day - , subq_12.ds_partitioned__extract_dow - , subq_12.ds_partitioned__extract_doy - , subq_12.paid_at__day - , subq_12.paid_at__week - , subq_12.paid_at__month - , subq_12.paid_at__quarter - , subq_12.paid_at__year - , subq_12.paid_at__extract_year - , subq_12.paid_at__extract_quarter - , subq_12.paid_at__extract_month - , subq_12.paid_at__extract_day - , subq_12.paid_at__extract_dow - , subq_12.paid_at__extract_doy - , subq_12.booking__ds__day - , subq_12.booking__ds__week - , subq_12.booking__ds__month - , subq_12.booking__ds__quarter - , subq_12.booking__ds__year - , subq_12.booking__ds__extract_year - , subq_12.booking__ds__extract_quarter - , subq_12.booking__ds__extract_month - , subq_12.booking__ds__extract_day - , subq_12.booking__ds__extract_dow - , subq_12.booking__ds__extract_doy - , subq_12.booking__ds_partitioned__day - , subq_12.booking__ds_partitioned__week - , subq_12.booking__ds_partitioned__month - , subq_12.booking__ds_partitioned__quarter - , subq_12.booking__ds_partitioned__year - , subq_12.booking__ds_partitioned__extract_year - , subq_12.booking__ds_partitioned__extract_quarter - , subq_12.booking__ds_partitioned__extract_month - , subq_12.booking__ds_partitioned__extract_day - , subq_12.booking__ds_partitioned__extract_dow - , subq_12.booking__ds_partitioned__extract_doy - , subq_12.booking__paid_at__day - , subq_12.booking__paid_at__week - , subq_12.booking__paid_at__month - , subq_12.booking__paid_at__quarter - , subq_12.booking__paid_at__year - , subq_12.booking__paid_at__extract_year - , subq_12.booking__paid_at__extract_quarter - , subq_12.booking__paid_at__extract_month - , subq_12.booking__paid_at__extract_day - , subq_12.booking__paid_at__extract_dow - , subq_12.booking__paid_at__extract_doy - , subq_12.ds__day AS metric_time__day - , subq_12.ds__week AS metric_time__week - , subq_12.ds__month AS metric_time__month - , subq_12.ds__quarter AS metric_time__quarter - , subq_12.ds__year AS metric_time__year - , subq_12.ds__extract_year AS metric_time__extract_year - , subq_12.ds__extract_quarter AS metric_time__extract_quarter - , subq_12.ds__extract_month AS metric_time__extract_month - , subq_12.ds__extract_day AS metric_time__extract_day - , subq_12.ds__extract_dow AS metric_time__extract_dow - , subq_12.ds__extract_doy AS metric_time__extract_doy - , subq_12.listing - , subq_12.guest - , subq_12.host - , subq_12.booking__listing - , subq_12.booking__guest - , subq_12.booking__host - , subq_12.is_instant - , subq_12.booking__is_instant - , subq_12.bookings - , subq_12.instant_bookings - , subq_12.booking_value - , subq_12.max_booking_value - , subq_12.min_booking_value - , subq_12.bookers - , subq_12.average_booking_value - , subq_12.referred_bookings - , subq_12.median_booking_value - , subq_12.booking_value_p99 - , subq_12.discrete_booking_value_p99 - , subq_12.approximate_continuous_booking_value_p99 - , subq_12.approximate_discrete_booking_value_p99 + subq_32.ds__day + , subq_32.ds__week + , subq_32.ds__month + , subq_32.ds__quarter + , subq_32.ds__year + , subq_32.ds__extract_year + , subq_32.ds__extract_quarter + , subq_32.ds__extract_month + , subq_32.ds__extract_day + , subq_32.ds__extract_dow + , subq_32.ds__extract_doy + , subq_32.ds_partitioned__day + , subq_32.ds_partitioned__week + , subq_32.ds_partitioned__month + , subq_32.ds_partitioned__quarter + , subq_32.ds_partitioned__year + , subq_32.ds_partitioned__extract_year + , subq_32.ds_partitioned__extract_quarter + , subq_32.ds_partitioned__extract_month + , subq_32.ds_partitioned__extract_day + , subq_32.ds_partitioned__extract_dow + , subq_32.ds_partitioned__extract_doy + , subq_32.paid_at__day + , subq_32.paid_at__week + , subq_32.paid_at__month + , subq_32.paid_at__quarter + , subq_32.paid_at__year + , subq_32.paid_at__extract_year + , subq_32.paid_at__extract_quarter + , subq_32.paid_at__extract_month + , subq_32.paid_at__extract_day + , subq_32.paid_at__extract_dow + , subq_32.paid_at__extract_doy + , subq_32.booking__ds__day + , subq_32.booking__ds__week + , subq_32.booking__ds__month + , subq_32.booking__ds__quarter + , subq_32.booking__ds__year + , subq_32.booking__ds__extract_year + , subq_32.booking__ds__extract_quarter + , subq_32.booking__ds__extract_month + , subq_32.booking__ds__extract_day + , subq_32.booking__ds__extract_dow + , subq_32.booking__ds__extract_doy + , subq_32.booking__ds_partitioned__day + , subq_32.booking__ds_partitioned__week + , subq_32.booking__ds_partitioned__month + , subq_32.booking__ds_partitioned__quarter + , subq_32.booking__ds_partitioned__year + , subq_32.booking__ds_partitioned__extract_year + , subq_32.booking__ds_partitioned__extract_quarter + , subq_32.booking__ds_partitioned__extract_month + , subq_32.booking__ds_partitioned__extract_day + , subq_32.booking__ds_partitioned__extract_dow + , subq_32.booking__ds_partitioned__extract_doy + , subq_32.booking__paid_at__day + , subq_32.booking__paid_at__week + , subq_32.booking__paid_at__month + , subq_32.booking__paid_at__quarter + , subq_32.booking__paid_at__year + , subq_32.booking__paid_at__extract_year + , subq_32.booking__paid_at__extract_quarter + , subq_32.booking__paid_at__extract_month + , subq_32.booking__paid_at__extract_day + , subq_32.booking__paid_at__extract_dow + , subq_32.booking__paid_at__extract_doy + , subq_32.metric_time__day + , subq_32.metric_time__week + , subq_32.metric_time__month + , subq_32.metric_time__quarter + , subq_32.metric_time__year + , subq_32.metric_time__extract_year + , subq_32.metric_time__extract_quarter + , subq_32.metric_time__extract_month + , subq_32.metric_time__extract_day + , subq_32.metric_time__extract_dow + , subq_32.metric_time__extract_doy + , subq_32.listing + , subq_32.guest + , subq_32.host + , subq_32.booking__listing + , subq_32.booking__guest + , subq_32.booking__host + , subq_32.is_instant + , subq_32.booking__is_instant + , subq_32.bookings + , subq_32.instant_bookings + , subq_32.booking_value + , subq_32.max_booking_value + , subq_32.min_booking_value + , subq_32.bookers + , subq_32.average_booking_value + , subq_32.referred_bookings + , subq_32.median_booking_value + , subq_32.booking_value_p99 + , subq_32.discrete_booking_value_p99 + , subq_32.approximate_continuous_booking_value_p99 + , subq_32.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_12 - ) subq_13 - ) subq_14 + subq_31.ds__day + , subq_31.ds__week + , subq_31.ds__month + , subq_31.ds__quarter + , subq_31.ds__year + , subq_31.ds__extract_year + , subq_31.ds__extract_quarter + , subq_31.ds__extract_month + , subq_31.ds__extract_day + , subq_31.ds__extract_dow + , subq_31.ds__extract_doy + , subq_31.ds_partitioned__day + , subq_31.ds_partitioned__week + , subq_31.ds_partitioned__month + , subq_31.ds_partitioned__quarter + , subq_31.ds_partitioned__year + , subq_31.ds_partitioned__extract_year + , subq_31.ds_partitioned__extract_quarter + , subq_31.ds_partitioned__extract_month + , subq_31.ds_partitioned__extract_day + , subq_31.ds_partitioned__extract_dow + , subq_31.ds_partitioned__extract_doy + , subq_31.paid_at__day + , subq_31.paid_at__week + , subq_31.paid_at__month + , subq_31.paid_at__quarter + , subq_31.paid_at__year + , subq_31.paid_at__extract_year + , subq_31.paid_at__extract_quarter + , subq_31.paid_at__extract_month + , subq_31.paid_at__extract_day + , subq_31.paid_at__extract_dow + , subq_31.paid_at__extract_doy + , subq_31.booking__ds__day + , subq_31.booking__ds__week + , subq_31.booking__ds__month + , subq_31.booking__ds__quarter + , subq_31.booking__ds__year + , subq_31.booking__ds__extract_year + , subq_31.booking__ds__extract_quarter + , subq_31.booking__ds__extract_month + , subq_31.booking__ds__extract_day + , subq_31.booking__ds__extract_dow + , subq_31.booking__ds__extract_doy + , subq_31.booking__ds_partitioned__day + , subq_31.booking__ds_partitioned__week + , subq_31.booking__ds_partitioned__month + , subq_31.booking__ds_partitioned__quarter + , subq_31.booking__ds_partitioned__year + , subq_31.booking__ds_partitioned__extract_year + , subq_31.booking__ds_partitioned__extract_quarter + , subq_31.booking__ds_partitioned__extract_month + , subq_31.booking__ds_partitioned__extract_day + , subq_31.booking__ds_partitioned__extract_dow + , subq_31.booking__ds_partitioned__extract_doy + , subq_31.booking__paid_at__day + , subq_31.booking__paid_at__week + , subq_31.booking__paid_at__month + , subq_31.booking__paid_at__quarter + , subq_31.booking__paid_at__year + , subq_31.booking__paid_at__extract_year + , subq_31.booking__paid_at__extract_quarter + , subq_31.booking__paid_at__extract_month + , subq_31.booking__paid_at__extract_day + , subq_31.booking__paid_at__extract_dow + , subq_31.booking__paid_at__extract_doy + , subq_31.ds__day AS metric_time__day + , subq_31.ds__week AS metric_time__week + , subq_31.ds__month AS metric_time__month + , subq_31.ds__quarter AS metric_time__quarter + , subq_31.ds__year AS metric_time__year + , subq_31.ds__extract_year AS metric_time__extract_year + , subq_31.ds__extract_quarter AS metric_time__extract_quarter + , subq_31.ds__extract_month AS metric_time__extract_month + , subq_31.ds__extract_day AS metric_time__extract_day + , subq_31.ds__extract_dow AS metric_time__extract_dow + , subq_31.ds__extract_doy AS metric_time__extract_doy + , subq_31.listing + , subq_31.guest + , subq_31.host + , subq_31.booking__listing + , subq_31.booking__guest + , subq_31.booking__host + , subq_31.is_instant + , subq_31.booking__is_instant + , subq_31.bookings + , subq_31.instant_bookings + , subq_31.booking_value + , subq_31.max_booking_value + , subq_31.min_booking_value + , subq_31.bookers + , subq_31.average_booking_value + , subq_31.referred_bookings + , subq_31.median_booking_value + , subq_31.booking_value_p99 + , subq_31.discrete_booking_value_p99 + , subq_31.approximate_continuous_booking_value_p99 + , subq_31.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_31 + ) subq_32 + WHERE booking__is_instant + ) subq_33 + ) subq_34 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_16.listing - , subq_16.is_lux_latest + subq_36.listing + , subq_36.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_15.ds__day - , subq_15.ds__week - , subq_15.ds__month - , subq_15.ds__quarter - , subq_15.ds__year - , subq_15.ds__extract_year - , subq_15.ds__extract_quarter - , subq_15.ds__extract_month - , subq_15.ds__extract_day - , subq_15.ds__extract_dow - , subq_15.ds__extract_doy - , subq_15.created_at__day - , subq_15.created_at__week - , subq_15.created_at__month - , subq_15.created_at__quarter - , subq_15.created_at__year - , subq_15.created_at__extract_year - , subq_15.created_at__extract_quarter - , subq_15.created_at__extract_month - , subq_15.created_at__extract_day - , subq_15.created_at__extract_dow - , subq_15.created_at__extract_doy - , subq_15.listing__ds__day - , subq_15.listing__ds__week - , subq_15.listing__ds__month - , subq_15.listing__ds__quarter - , subq_15.listing__ds__year - , subq_15.listing__ds__extract_year - , subq_15.listing__ds__extract_quarter - , subq_15.listing__ds__extract_month - , subq_15.listing__ds__extract_day - , subq_15.listing__ds__extract_dow - , subq_15.listing__ds__extract_doy - , subq_15.listing__created_at__day - , subq_15.listing__created_at__week - , subq_15.listing__created_at__month - , subq_15.listing__created_at__quarter - , subq_15.listing__created_at__year - , subq_15.listing__created_at__extract_year - , subq_15.listing__created_at__extract_quarter - , subq_15.listing__created_at__extract_month - , subq_15.listing__created_at__extract_day - , subq_15.listing__created_at__extract_dow - , subq_15.listing__created_at__extract_doy - , subq_15.ds__day AS metric_time__day - , subq_15.ds__week AS metric_time__week - , subq_15.ds__month AS metric_time__month - , subq_15.ds__quarter AS metric_time__quarter - , subq_15.ds__year AS metric_time__year - , subq_15.ds__extract_year AS metric_time__extract_year - , subq_15.ds__extract_quarter AS metric_time__extract_quarter - , subq_15.ds__extract_month AS metric_time__extract_month - , subq_15.ds__extract_day AS metric_time__extract_day - , subq_15.ds__extract_dow AS metric_time__extract_dow - , subq_15.ds__extract_doy AS metric_time__extract_doy - , subq_15.listing - , subq_15.user - , subq_15.listing__user - , subq_15.country_latest - , subq_15.is_lux_latest - , subq_15.capacity_latest - , subq_15.listing__country_latest - , subq_15.listing__is_lux_latest - , subq_15.listing__capacity_latest - , subq_15.listings - , subq_15.largest_listing - , subq_15.smallest_listing + subq_35.ds__day + , subq_35.ds__week + , subq_35.ds__month + , subq_35.ds__quarter + , subq_35.ds__year + , subq_35.ds__extract_year + , subq_35.ds__extract_quarter + , subq_35.ds__extract_month + , subq_35.ds__extract_day + , subq_35.ds__extract_dow + , subq_35.ds__extract_doy + , subq_35.created_at__day + , subq_35.created_at__week + , subq_35.created_at__month + , subq_35.created_at__quarter + , subq_35.created_at__year + , subq_35.created_at__extract_year + , subq_35.created_at__extract_quarter + , subq_35.created_at__extract_month + , subq_35.created_at__extract_day + , subq_35.created_at__extract_dow + , subq_35.created_at__extract_doy + , subq_35.listing__ds__day + , subq_35.listing__ds__week + , subq_35.listing__ds__month + , subq_35.listing__ds__quarter + , subq_35.listing__ds__year + , subq_35.listing__ds__extract_year + , subq_35.listing__ds__extract_quarter + , subq_35.listing__ds__extract_month + , subq_35.listing__ds__extract_day + , subq_35.listing__ds__extract_dow + , subq_35.listing__ds__extract_doy + , subq_35.listing__created_at__day + , subq_35.listing__created_at__week + , subq_35.listing__created_at__month + , subq_35.listing__created_at__quarter + , subq_35.listing__created_at__year + , subq_35.listing__created_at__extract_year + , subq_35.listing__created_at__extract_quarter + , subq_35.listing__created_at__extract_month + , subq_35.listing__created_at__extract_day + , subq_35.listing__created_at__extract_dow + , subq_35.listing__created_at__extract_doy + , subq_35.ds__day AS metric_time__day + , subq_35.ds__week AS metric_time__week + , subq_35.ds__month AS metric_time__month + , subq_35.ds__quarter AS metric_time__quarter + , subq_35.ds__year AS metric_time__year + , subq_35.ds__extract_year AS metric_time__extract_year + , subq_35.ds__extract_quarter AS metric_time__extract_quarter + , subq_35.ds__extract_month AS metric_time__extract_month + , subq_35.ds__extract_day AS metric_time__extract_day + , subq_35.ds__extract_dow AS metric_time__extract_dow + , subq_35.ds__extract_doy AS metric_time__extract_doy + , subq_35.listing + , subq_35.user + , subq_35.listing__user + , subq_35.country_latest + , subq_35.is_lux_latest + , subq_35.capacity_latest + , subq_35.listing__country_latest + , subq_35.listing__is_lux_latest + , subq_35.listing__capacity_latest + , subq_35.listings + , subq_35.largest_listing + , subq_35.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -759,240 +965,343 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_15 - ) subq_16 - ) subq_17 + ) subq_35 + ) subq_36 + ) subq_37 ON - subq_14.listing = subq_17.listing - ) subq_18 - ) subq_19 + subq_34.listing = subq_37.listing + ) subq_38 + ) subq_39 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_20 - ) subq_21 - ) subq_22 - ) subq_23 + ) subq_40 + ) subq_41 + ) subq_42 + ) subq_43 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_29.booking_value + subq_50.booking_value FROM ( -- Aggregate Measures SELECT - SUM(subq_28.booking_value) AS booking_value + SUM(subq_49.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value',] SELECT - subq_27.booking_value + subq_48.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_26.booking__is_instant - , subq_26.booking_value + subq_47.booking__is_instant + , subq_47.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - subq_25.booking__is_instant - , subq_25.booking_value + subq_46.booking__is_instant + , subq_46.booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_24.ds__day - , subq_24.ds__week - , subq_24.ds__month - , subq_24.ds__quarter - , subq_24.ds__year - , subq_24.ds__extract_year - , subq_24.ds__extract_quarter - , subq_24.ds__extract_month - , subq_24.ds__extract_day - , subq_24.ds__extract_dow - , subq_24.ds__extract_doy - , subq_24.ds_partitioned__day - , subq_24.ds_partitioned__week - , subq_24.ds_partitioned__month - , subq_24.ds_partitioned__quarter - , subq_24.ds_partitioned__year - , subq_24.ds_partitioned__extract_year - , subq_24.ds_partitioned__extract_quarter - , subq_24.ds_partitioned__extract_month - , subq_24.ds_partitioned__extract_day - , subq_24.ds_partitioned__extract_dow - , subq_24.ds_partitioned__extract_doy - , subq_24.paid_at__day - , subq_24.paid_at__week - , subq_24.paid_at__month - , subq_24.paid_at__quarter - , subq_24.paid_at__year - , subq_24.paid_at__extract_year - , subq_24.paid_at__extract_quarter - , subq_24.paid_at__extract_month - , subq_24.paid_at__extract_day - , subq_24.paid_at__extract_dow - , subq_24.paid_at__extract_doy - , subq_24.booking__ds__day - , subq_24.booking__ds__week - , subq_24.booking__ds__month - , subq_24.booking__ds__quarter - , subq_24.booking__ds__year - , subq_24.booking__ds__extract_year - , subq_24.booking__ds__extract_quarter - , subq_24.booking__ds__extract_month - , subq_24.booking__ds__extract_day - , subq_24.booking__ds__extract_dow - , subq_24.booking__ds__extract_doy - , subq_24.booking__ds_partitioned__day - , subq_24.booking__ds_partitioned__week - , subq_24.booking__ds_partitioned__month - , subq_24.booking__ds_partitioned__quarter - , subq_24.booking__ds_partitioned__year - , subq_24.booking__ds_partitioned__extract_year - , subq_24.booking__ds_partitioned__extract_quarter - , subq_24.booking__ds_partitioned__extract_month - , subq_24.booking__ds_partitioned__extract_day - , subq_24.booking__ds_partitioned__extract_dow - , subq_24.booking__ds_partitioned__extract_doy - , subq_24.booking__paid_at__day - , subq_24.booking__paid_at__week - , subq_24.booking__paid_at__month - , subq_24.booking__paid_at__quarter - , subq_24.booking__paid_at__year - , subq_24.booking__paid_at__extract_year - , subq_24.booking__paid_at__extract_quarter - , subq_24.booking__paid_at__extract_month - , subq_24.booking__paid_at__extract_day - , subq_24.booking__paid_at__extract_dow - , subq_24.booking__paid_at__extract_doy - , subq_24.ds__day AS metric_time__day - , subq_24.ds__week AS metric_time__week - , subq_24.ds__month AS metric_time__month - , subq_24.ds__quarter AS metric_time__quarter - , subq_24.ds__year AS metric_time__year - , subq_24.ds__extract_year AS metric_time__extract_year - , subq_24.ds__extract_quarter AS metric_time__extract_quarter - , subq_24.ds__extract_month AS metric_time__extract_month - , subq_24.ds__extract_day AS metric_time__extract_day - , subq_24.ds__extract_dow AS metric_time__extract_dow - , subq_24.ds__extract_doy AS metric_time__extract_doy - , subq_24.listing - , subq_24.guest - , subq_24.host - , subq_24.booking__listing - , subq_24.booking__guest - , subq_24.booking__host - , subq_24.is_instant - , subq_24.booking__is_instant - , subq_24.bookings - , subq_24.instant_bookings - , subq_24.booking_value - , subq_24.max_booking_value - , subq_24.min_booking_value - , subq_24.bookers - , subq_24.average_booking_value - , subq_24.referred_bookings - , subq_24.median_booking_value - , subq_24.booking_value_p99 - , subq_24.discrete_booking_value_p99 - , subq_24.approximate_continuous_booking_value_p99 - , subq_24.approximate_discrete_booking_value_p99 + subq_45.ds__day + , subq_45.ds__week + , subq_45.ds__month + , subq_45.ds__quarter + , subq_45.ds__year + , subq_45.ds__extract_year + , subq_45.ds__extract_quarter + , subq_45.ds__extract_month + , subq_45.ds__extract_day + , subq_45.ds__extract_dow + , subq_45.ds__extract_doy + , subq_45.ds_partitioned__day + , subq_45.ds_partitioned__week + , subq_45.ds_partitioned__month + , subq_45.ds_partitioned__quarter + , subq_45.ds_partitioned__year + , subq_45.ds_partitioned__extract_year + , subq_45.ds_partitioned__extract_quarter + , subq_45.ds_partitioned__extract_month + , subq_45.ds_partitioned__extract_day + , subq_45.ds_partitioned__extract_dow + , subq_45.ds_partitioned__extract_doy + , subq_45.paid_at__day + , subq_45.paid_at__week + , subq_45.paid_at__month + , subq_45.paid_at__quarter + , subq_45.paid_at__year + , subq_45.paid_at__extract_year + , subq_45.paid_at__extract_quarter + , subq_45.paid_at__extract_month + , subq_45.paid_at__extract_day + , subq_45.paid_at__extract_dow + , subq_45.paid_at__extract_doy + , subq_45.booking__ds__day + , subq_45.booking__ds__week + , subq_45.booking__ds__month + , subq_45.booking__ds__quarter + , subq_45.booking__ds__year + , subq_45.booking__ds__extract_year + , subq_45.booking__ds__extract_quarter + , subq_45.booking__ds__extract_month + , subq_45.booking__ds__extract_day + , subq_45.booking__ds__extract_dow + , subq_45.booking__ds__extract_doy + , subq_45.booking__ds_partitioned__day + , subq_45.booking__ds_partitioned__week + , subq_45.booking__ds_partitioned__month + , subq_45.booking__ds_partitioned__quarter + , subq_45.booking__ds_partitioned__year + , subq_45.booking__ds_partitioned__extract_year + , subq_45.booking__ds_partitioned__extract_quarter + , subq_45.booking__ds_partitioned__extract_month + , subq_45.booking__ds_partitioned__extract_day + , subq_45.booking__ds_partitioned__extract_dow + , subq_45.booking__ds_partitioned__extract_doy + , subq_45.booking__paid_at__day + , subq_45.booking__paid_at__week + , subq_45.booking__paid_at__month + , subq_45.booking__paid_at__quarter + , subq_45.booking__paid_at__year + , subq_45.booking__paid_at__extract_year + , subq_45.booking__paid_at__extract_quarter + , subq_45.booking__paid_at__extract_month + , subq_45.booking__paid_at__extract_day + , subq_45.booking__paid_at__extract_dow + , subq_45.booking__paid_at__extract_doy + , subq_45.metric_time__day + , subq_45.metric_time__week + , subq_45.metric_time__month + , subq_45.metric_time__quarter + , subq_45.metric_time__year + , subq_45.metric_time__extract_year + , subq_45.metric_time__extract_quarter + , subq_45.metric_time__extract_month + , subq_45.metric_time__extract_day + , subq_45.metric_time__extract_dow + , subq_45.metric_time__extract_doy + , subq_45.listing + , subq_45.guest + , subq_45.host + , subq_45.booking__listing + , subq_45.booking__guest + , subq_45.booking__host + , subq_45.is_instant + , subq_45.booking__is_instant + , subq_45.bookings + , subq_45.instant_bookings + , subq_45.booking_value + , subq_45.max_booking_value + , subq_45.min_booking_value + , subq_45.bookers + , subq_45.average_booking_value + , subq_45.referred_bookings + , subq_45.median_booking_value + , subq_45.booking_value_p99 + , subq_45.discrete_booking_value_p99 + , subq_45.approximate_continuous_booking_value_p99 + , subq_45.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_24 - ) subq_25 - ) subq_26 + subq_44.ds__day + , subq_44.ds__week + , subq_44.ds__month + , subq_44.ds__quarter + , subq_44.ds__year + , subq_44.ds__extract_year + , subq_44.ds__extract_quarter + , subq_44.ds__extract_month + , subq_44.ds__extract_day + , subq_44.ds__extract_dow + , subq_44.ds__extract_doy + , subq_44.ds_partitioned__day + , subq_44.ds_partitioned__week + , subq_44.ds_partitioned__month + , subq_44.ds_partitioned__quarter + , subq_44.ds_partitioned__year + , subq_44.ds_partitioned__extract_year + , subq_44.ds_partitioned__extract_quarter + , subq_44.ds_partitioned__extract_month + , subq_44.ds_partitioned__extract_day + , subq_44.ds_partitioned__extract_dow + , subq_44.ds_partitioned__extract_doy + , subq_44.paid_at__day + , subq_44.paid_at__week + , subq_44.paid_at__month + , subq_44.paid_at__quarter + , subq_44.paid_at__year + , subq_44.paid_at__extract_year + , subq_44.paid_at__extract_quarter + , subq_44.paid_at__extract_month + , subq_44.paid_at__extract_day + , subq_44.paid_at__extract_dow + , subq_44.paid_at__extract_doy + , subq_44.booking__ds__day + , subq_44.booking__ds__week + , subq_44.booking__ds__month + , subq_44.booking__ds__quarter + , subq_44.booking__ds__year + , subq_44.booking__ds__extract_year + , subq_44.booking__ds__extract_quarter + , subq_44.booking__ds__extract_month + , subq_44.booking__ds__extract_day + , subq_44.booking__ds__extract_dow + , subq_44.booking__ds__extract_doy + , subq_44.booking__ds_partitioned__day + , subq_44.booking__ds_partitioned__week + , subq_44.booking__ds_partitioned__month + , subq_44.booking__ds_partitioned__quarter + , subq_44.booking__ds_partitioned__year + , subq_44.booking__ds_partitioned__extract_year + , subq_44.booking__ds_partitioned__extract_quarter + , subq_44.booking__ds_partitioned__extract_month + , subq_44.booking__ds_partitioned__extract_day + , subq_44.booking__ds_partitioned__extract_dow + , subq_44.booking__ds_partitioned__extract_doy + , subq_44.booking__paid_at__day + , subq_44.booking__paid_at__week + , subq_44.booking__paid_at__month + , subq_44.booking__paid_at__quarter + , subq_44.booking__paid_at__year + , subq_44.booking__paid_at__extract_year + , subq_44.booking__paid_at__extract_quarter + , subq_44.booking__paid_at__extract_month + , subq_44.booking__paid_at__extract_day + , subq_44.booking__paid_at__extract_dow + , subq_44.booking__paid_at__extract_doy + , subq_44.ds__day AS metric_time__day + , subq_44.ds__week AS metric_time__week + , subq_44.ds__month AS metric_time__month + , subq_44.ds__quarter AS metric_time__quarter + , subq_44.ds__year AS metric_time__year + , subq_44.ds__extract_year AS metric_time__extract_year + , subq_44.ds__extract_quarter AS metric_time__extract_quarter + , subq_44.ds__extract_month AS metric_time__extract_month + , subq_44.ds__extract_day AS metric_time__extract_day + , subq_44.ds__extract_dow AS metric_time__extract_dow + , subq_44.ds__extract_doy AS metric_time__extract_doy + , subq_44.listing + , subq_44.guest + , subq_44.host + , subq_44.booking__listing + , subq_44.booking__guest + , subq_44.booking__host + , subq_44.is_instant + , subq_44.booking__is_instant + , subq_44.bookings + , subq_44.instant_bookings + , subq_44.booking_value + , subq_44.max_booking_value + , subq_44.min_booking_value + , subq_44.bookers + , subq_44.average_booking_value + , subq_44.referred_bookings + , subq_44.median_booking_value + , subq_44.booking_value_p99 + , subq_44.discrete_booking_value_p99 + , subq_44.approximate_continuous_booking_value_p99 + , subq_44.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_44 + ) subq_45 + WHERE booking__is_instant + ) subq_46 + ) subq_47 WHERE booking__is_instant - ) subq_27 - ) subq_28 - ) subq_29 - ) subq_30 - ) subq_31 -) subq_32 + ) subq_48 + ) subq_49 + ) subq_50 + ) subq_51 + ) subq_52 +) subq_53 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_nested_filters__plan0_optimized.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_nested_filters__plan0_optimized.sql index a73bfea928..a0fdc735bd 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_nested_filters__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_nested_filters__plan0_optimized.sql @@ -8,9 +8,9 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_44.average_booking_value) AS average_booking_value - , MAX(subq_56.bookings) AS bookings - , MAX(subq_63.booking_value) AS booking_value + MAX(subq_66.average_booking_value) AS average_booking_value + , MAX(subq_79.bookings) AS bookings + , MAX(subq_87.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value',] @@ -22,17 +22,34 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - bookings_source_src_28000.is_instant AS booking__is_instant + subq_57.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , bookings_source_src_28000.booking_value AS average_booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 + , subq_57.average_booking_value AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] + SELECT + listing + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_55 + WHERE booking__is_instant + ) subq_57 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - bookings_source_src_28000.listing_id = listings_latest_src_28000.listing_id - ) subq_40 + subq_57.listing = listings_latest_src_28000.listing_id + ) subq_62 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_44 + ) subq_66 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings',] @@ -44,26 +61,34 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_47.booking__is_instant AS booking__is_instant + subq_70.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_47.bookings AS bookings + , subq_70.bookings AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - listing_id AS listing - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_47 + listing + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_68 + WHERE booking__is_instant + ) subq_70 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_47.listing = listings_latest_src_28000.listing_id - ) subq_52 + subq_70.listing = listings_latest_src_28000.listing_id + ) subq_75 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_56 + ) subq_79 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value',] @@ -72,15 +97,22 @@ FROM ( SELECT SUM(booking_value) AS booking_value FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - is_instant AS booking__is_instant + booking__is_instant , booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_59 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + is_instant AS booking__is_instant + , booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_81 + WHERE booking__is_instant + ) subq_83 WHERE booking__is_instant - ) subq_63 - ) subq_64 -) subq_65 + ) subq_87 + ) subq_88 +) subq_89 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_nested_filters__plan0.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_nested_filters__plan0.sql index ed681431ce..bc02f3bba4 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_nested_filters__plan0.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_nested_filters__plan0.sql @@ -8,317 +8,420 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_11.average_booking_value) AS average_booking_value - , MAX(subq_23.bookings) AS bookings - , MAX(subq_30.booking_value) AS booking_value + MAX(subq_30.average_booking_value) AS average_booking_value + , MAX(subq_43.bookings) AS bookings + , MAX(subq_51.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_10.average_booking_value + subq_29.average_booking_value FROM ( -- Aggregate Measures SELECT - AVG(subq_9.average_booking_value) AS average_booking_value + AVG(subq_28.average_booking_value) AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value',] SELECT - subq_8.average_booking_value + subq_27.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_7.booking__is_instant - , subq_7.listing__is_lux_latest - , subq_7.average_booking_value + subq_26.booking__is_instant + , subq_26.listing__is_lux_latest + , subq_26.average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_6.booking__is_instant - , subq_6.listing__is_lux_latest - , subq_6.average_booking_value + subq_25.booking__is_instant + , subq_25.listing__is_lux_latest + , subq_25.average_booking_value FROM ( -- Join Standard Outputs SELECT - subq_2.listing AS listing - , subq_2.booking__is_instant AS booking__is_instant - , subq_5.is_lux_latest AS listing__is_lux_latest - , subq_2.average_booking_value AS average_booking_value + subq_21.listing AS listing + , subq_21.booking__is_instant AS booking__is_instant + , subq_24.is_lux_latest AS listing__is_lux_latest + , subq_21.average_booking_value AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] SELECT - subq_1.listing - , subq_1.booking__is_instant - , subq_1.average_booking_value + subq_20.listing + , subq_20.booking__is_instant + , subq_20.average_booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_19.ds__day + , subq_19.ds__week + , subq_19.ds__month + , subq_19.ds__quarter + , subq_19.ds__year + , subq_19.ds__extract_year + , subq_19.ds__extract_quarter + , subq_19.ds__extract_month + , subq_19.ds__extract_day + , subq_19.ds__extract_dow + , subq_19.ds__extract_doy + , subq_19.ds_partitioned__day + , subq_19.ds_partitioned__week + , subq_19.ds_partitioned__month + , subq_19.ds_partitioned__quarter + , subq_19.ds_partitioned__year + , subq_19.ds_partitioned__extract_year + , subq_19.ds_partitioned__extract_quarter + , subq_19.ds_partitioned__extract_month + , subq_19.ds_partitioned__extract_day + , subq_19.ds_partitioned__extract_dow + , subq_19.ds_partitioned__extract_doy + , subq_19.paid_at__day + , subq_19.paid_at__week + , subq_19.paid_at__month + , subq_19.paid_at__quarter + , subq_19.paid_at__year + , subq_19.paid_at__extract_year + , subq_19.paid_at__extract_quarter + , subq_19.paid_at__extract_month + , subq_19.paid_at__extract_day + , subq_19.paid_at__extract_dow + , subq_19.paid_at__extract_doy + , subq_19.booking__ds__day + , subq_19.booking__ds__week + , subq_19.booking__ds__month + , subq_19.booking__ds__quarter + , subq_19.booking__ds__year + , subq_19.booking__ds__extract_year + , subq_19.booking__ds__extract_quarter + , subq_19.booking__ds__extract_month + , subq_19.booking__ds__extract_day + , subq_19.booking__ds__extract_dow + , subq_19.booking__ds__extract_doy + , subq_19.booking__ds_partitioned__day + , subq_19.booking__ds_partitioned__week + , subq_19.booking__ds_partitioned__month + , subq_19.booking__ds_partitioned__quarter + , subq_19.booking__ds_partitioned__year + , subq_19.booking__ds_partitioned__extract_year + , subq_19.booking__ds_partitioned__extract_quarter + , subq_19.booking__ds_partitioned__extract_month + , subq_19.booking__ds_partitioned__extract_day + , subq_19.booking__ds_partitioned__extract_dow + , subq_19.booking__ds_partitioned__extract_doy + , subq_19.booking__paid_at__day + , subq_19.booking__paid_at__week + , subq_19.booking__paid_at__month + , subq_19.booking__paid_at__quarter + , subq_19.booking__paid_at__year + , subq_19.booking__paid_at__extract_year + , subq_19.booking__paid_at__extract_quarter + , subq_19.booking__paid_at__extract_month + , subq_19.booking__paid_at__extract_day + , subq_19.booking__paid_at__extract_dow + , subq_19.booking__paid_at__extract_doy + , subq_19.metric_time__day + , subq_19.metric_time__week + , subq_19.metric_time__month + , subq_19.metric_time__quarter + , subq_19.metric_time__year + , subq_19.metric_time__extract_year + , subq_19.metric_time__extract_quarter + , subq_19.metric_time__extract_month + , subq_19.metric_time__extract_day + , subq_19.metric_time__extract_dow + , subq_19.metric_time__extract_doy + , subq_19.listing + , subq_19.guest + , subq_19.host + , subq_19.booking__listing + , subq_19.booking__guest + , subq_19.booking__host + , subq_19.is_instant + , subq_19.booking__is_instant + , subq_19.bookings + , subq_19.instant_bookings + , subq_19.booking_value + , subq_19.max_booking_value + , subq_19.min_booking_value + , subq_19.bookers + , subq_19.average_booking_value + , subq_19.referred_bookings + , subq_19.median_booking_value + , subq_19.booking_value_p99 + , subq_19.discrete_booking_value_p99 + , subq_19.approximate_continuous_booking_value_p99 + , subq_19.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_18.ds__day + , subq_18.ds__week + , subq_18.ds__month + , subq_18.ds__quarter + , subq_18.ds__year + , subq_18.ds__extract_year + , subq_18.ds__extract_quarter + , subq_18.ds__extract_month + , subq_18.ds__extract_day + , subq_18.ds__extract_dow + , subq_18.ds__extract_doy + , subq_18.ds_partitioned__day + , subq_18.ds_partitioned__week + , subq_18.ds_partitioned__month + , subq_18.ds_partitioned__quarter + , subq_18.ds_partitioned__year + , subq_18.ds_partitioned__extract_year + , subq_18.ds_partitioned__extract_quarter + , subq_18.ds_partitioned__extract_month + , subq_18.ds_partitioned__extract_day + , subq_18.ds_partitioned__extract_dow + , subq_18.ds_partitioned__extract_doy + , subq_18.paid_at__day + , subq_18.paid_at__week + , subq_18.paid_at__month + , subq_18.paid_at__quarter + , subq_18.paid_at__year + , subq_18.paid_at__extract_year + , subq_18.paid_at__extract_quarter + , subq_18.paid_at__extract_month + , subq_18.paid_at__extract_day + , subq_18.paid_at__extract_dow + , subq_18.paid_at__extract_doy + , subq_18.booking__ds__day + , subq_18.booking__ds__week + , subq_18.booking__ds__month + , subq_18.booking__ds__quarter + , subq_18.booking__ds__year + , subq_18.booking__ds__extract_year + , subq_18.booking__ds__extract_quarter + , subq_18.booking__ds__extract_month + , subq_18.booking__ds__extract_day + , subq_18.booking__ds__extract_dow + , subq_18.booking__ds__extract_doy + , subq_18.booking__ds_partitioned__day + , subq_18.booking__ds_partitioned__week + , subq_18.booking__ds_partitioned__month + , subq_18.booking__ds_partitioned__quarter + , subq_18.booking__ds_partitioned__year + , subq_18.booking__ds_partitioned__extract_year + , subq_18.booking__ds_partitioned__extract_quarter + , subq_18.booking__ds_partitioned__extract_month + , subq_18.booking__ds_partitioned__extract_day + , subq_18.booking__ds_partitioned__extract_dow + , subq_18.booking__ds_partitioned__extract_doy + , subq_18.booking__paid_at__day + , subq_18.booking__paid_at__week + , subq_18.booking__paid_at__month + , subq_18.booking__paid_at__quarter + , subq_18.booking__paid_at__year + , subq_18.booking__paid_at__extract_year + , subq_18.booking__paid_at__extract_quarter + , subq_18.booking__paid_at__extract_month + , subq_18.booking__paid_at__extract_day + , subq_18.booking__paid_at__extract_dow + , subq_18.booking__paid_at__extract_doy + , subq_18.ds__day AS metric_time__day + , subq_18.ds__week AS metric_time__week + , subq_18.ds__month AS metric_time__month + , subq_18.ds__quarter AS metric_time__quarter + , subq_18.ds__year AS metric_time__year + , subq_18.ds__extract_year AS metric_time__extract_year + , subq_18.ds__extract_quarter AS metric_time__extract_quarter + , subq_18.ds__extract_month AS metric_time__extract_month + , subq_18.ds__extract_day AS metric_time__extract_day + , subq_18.ds__extract_dow AS metric_time__extract_dow + , subq_18.ds__extract_doy AS metric_time__extract_doy + , subq_18.listing + , subq_18.guest + , subq_18.host + , subq_18.booking__listing + , subq_18.booking__guest + , subq_18.booking__host + , subq_18.is_instant + , subq_18.booking__is_instant + , subq_18.bookings + , subq_18.instant_bookings + , subq_18.booking_value + , subq_18.max_booking_value + , subq_18.min_booking_value + , subq_18.bookers + , subq_18.average_booking_value + , subq_18.referred_bookings + , subq_18.median_booking_value + , subq_18.booking_value_p99 + , subq_18.discrete_booking_value_p99 + , subq_18.approximate_continuous_booking_value_p99 + , subq_18.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_18 + ) subq_19 + WHERE booking__is_instant + ) subq_20 + ) subq_21 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_4.listing - , subq_4.is_lux_latest + subq_23.listing + , subq_23.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_22.ds__day + , subq_22.ds__week + , subq_22.ds__month + , subq_22.ds__quarter + , subq_22.ds__year + , subq_22.ds__extract_year + , subq_22.ds__extract_quarter + , subq_22.ds__extract_month + , subq_22.ds__extract_day + , subq_22.ds__extract_dow + , subq_22.ds__extract_doy + , subq_22.created_at__day + , subq_22.created_at__week + , subq_22.created_at__month + , subq_22.created_at__quarter + , subq_22.created_at__year + , subq_22.created_at__extract_year + , subq_22.created_at__extract_quarter + , subq_22.created_at__extract_month + , subq_22.created_at__extract_day + , subq_22.created_at__extract_dow + , subq_22.created_at__extract_doy + , subq_22.listing__ds__day + , subq_22.listing__ds__week + , subq_22.listing__ds__month + , subq_22.listing__ds__quarter + , subq_22.listing__ds__year + , subq_22.listing__ds__extract_year + , subq_22.listing__ds__extract_quarter + , subq_22.listing__ds__extract_month + , subq_22.listing__ds__extract_day + , subq_22.listing__ds__extract_dow + , subq_22.listing__ds__extract_doy + , subq_22.listing__created_at__day + , subq_22.listing__created_at__week + , subq_22.listing__created_at__month + , subq_22.listing__created_at__quarter + , subq_22.listing__created_at__year + , subq_22.listing__created_at__extract_year + , subq_22.listing__created_at__extract_quarter + , subq_22.listing__created_at__extract_month + , subq_22.listing__created_at__extract_day + , subq_22.listing__created_at__extract_dow + , subq_22.listing__created_at__extract_doy + , subq_22.ds__day AS metric_time__day + , subq_22.ds__week AS metric_time__week + , subq_22.ds__month AS metric_time__month + , subq_22.ds__quarter AS metric_time__quarter + , subq_22.ds__year AS metric_time__year + , subq_22.ds__extract_year AS metric_time__extract_year + , subq_22.ds__extract_quarter AS metric_time__extract_quarter + , subq_22.ds__extract_month AS metric_time__extract_month + , subq_22.ds__extract_day AS metric_time__extract_day + , subq_22.ds__extract_dow AS metric_time__extract_dow + , subq_22.ds__extract_doy AS metric_time__extract_doy + , subq_22.listing + , subq_22.user + , subq_22.listing__user + , subq_22.country_latest + , subq_22.is_lux_latest + , subq_22.capacity_latest + , subq_22.listing__country_latest + , subq_22.listing__is_lux_latest + , subq_22.listing__capacity_latest + , subq_22.listings + , subq_22.largest_listing + , subq_22.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -379,326 +482,429 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_22 + ) subq_23 + ) subq_24 ON - subq_2.listing = subq_5.listing - ) subq_6 - ) subq_7 + subq_21.listing = subq_24.listing + ) subq_25 + ) subq_26 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_8 - ) subq_9 - ) subq_10 - ) subq_11 + ) subq_27 + ) subq_28 + ) subq_29 + ) subq_30 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_22.bookings + subq_42.bookings FROM ( -- Aggregate Measures SELECT - SUM(subq_21.bookings) AS bookings + SUM(subq_41.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings',] SELECT - subq_20.bookings + subq_40.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_19.booking__is_instant - , subq_19.listing__is_lux_latest - , subq_19.bookings + subq_39.booking__is_instant + , subq_39.listing__is_lux_latest + , subq_39.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_18.booking__is_instant - , subq_18.listing__is_lux_latest - , subq_18.bookings + subq_38.booking__is_instant + , subq_38.listing__is_lux_latest + , subq_38.bookings FROM ( -- Join Standard Outputs SELECT - subq_14.listing AS listing - , subq_14.booking__is_instant AS booking__is_instant - , subq_17.is_lux_latest AS listing__is_lux_latest - , subq_14.bookings AS bookings + subq_34.listing AS listing + , subq_34.booking__is_instant AS booking__is_instant + , subq_37.is_lux_latest AS listing__is_lux_latest + , subq_34.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_13.listing - , subq_13.booking__is_instant - , subq_13.bookings + subq_33.listing + , subq_33.booking__is_instant + , subq_33.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_12.ds__day - , subq_12.ds__week - , subq_12.ds__month - , subq_12.ds__quarter - , subq_12.ds__year - , subq_12.ds__extract_year - , subq_12.ds__extract_quarter - , subq_12.ds__extract_month - , subq_12.ds__extract_day - , subq_12.ds__extract_dow - , subq_12.ds__extract_doy - , subq_12.ds_partitioned__day - , subq_12.ds_partitioned__week - , subq_12.ds_partitioned__month - , subq_12.ds_partitioned__quarter - , subq_12.ds_partitioned__year - , subq_12.ds_partitioned__extract_year - , subq_12.ds_partitioned__extract_quarter - , subq_12.ds_partitioned__extract_month - , subq_12.ds_partitioned__extract_day - , subq_12.ds_partitioned__extract_dow - , subq_12.ds_partitioned__extract_doy - , subq_12.paid_at__day - , subq_12.paid_at__week - , subq_12.paid_at__month - , subq_12.paid_at__quarter - , subq_12.paid_at__year - , subq_12.paid_at__extract_year - , subq_12.paid_at__extract_quarter - , subq_12.paid_at__extract_month - , subq_12.paid_at__extract_day - , subq_12.paid_at__extract_dow - , subq_12.paid_at__extract_doy - , subq_12.booking__ds__day - , subq_12.booking__ds__week - , subq_12.booking__ds__month - , subq_12.booking__ds__quarter - , subq_12.booking__ds__year - , subq_12.booking__ds__extract_year - , subq_12.booking__ds__extract_quarter - , subq_12.booking__ds__extract_month - , subq_12.booking__ds__extract_day - , subq_12.booking__ds__extract_dow - , subq_12.booking__ds__extract_doy - , subq_12.booking__ds_partitioned__day - , subq_12.booking__ds_partitioned__week - , subq_12.booking__ds_partitioned__month - , subq_12.booking__ds_partitioned__quarter - , subq_12.booking__ds_partitioned__year - , subq_12.booking__ds_partitioned__extract_year - , subq_12.booking__ds_partitioned__extract_quarter - , subq_12.booking__ds_partitioned__extract_month - , subq_12.booking__ds_partitioned__extract_day - , subq_12.booking__ds_partitioned__extract_dow - , subq_12.booking__ds_partitioned__extract_doy - , subq_12.booking__paid_at__day - , subq_12.booking__paid_at__week - , subq_12.booking__paid_at__month - , subq_12.booking__paid_at__quarter - , subq_12.booking__paid_at__year - , subq_12.booking__paid_at__extract_year - , subq_12.booking__paid_at__extract_quarter - , subq_12.booking__paid_at__extract_month - , subq_12.booking__paid_at__extract_day - , subq_12.booking__paid_at__extract_dow - , subq_12.booking__paid_at__extract_doy - , subq_12.ds__day AS metric_time__day - , subq_12.ds__week AS metric_time__week - , subq_12.ds__month AS metric_time__month - , subq_12.ds__quarter AS metric_time__quarter - , subq_12.ds__year AS metric_time__year - , subq_12.ds__extract_year AS metric_time__extract_year - , subq_12.ds__extract_quarter AS metric_time__extract_quarter - , subq_12.ds__extract_month AS metric_time__extract_month - , subq_12.ds__extract_day AS metric_time__extract_day - , subq_12.ds__extract_dow AS metric_time__extract_dow - , subq_12.ds__extract_doy AS metric_time__extract_doy - , subq_12.listing - , subq_12.guest - , subq_12.host - , subq_12.booking__listing - , subq_12.booking__guest - , subq_12.booking__host - , subq_12.is_instant - , subq_12.booking__is_instant - , subq_12.bookings - , subq_12.instant_bookings - , subq_12.booking_value - , subq_12.max_booking_value - , subq_12.min_booking_value - , subq_12.bookers - , subq_12.average_booking_value - , subq_12.referred_bookings - , subq_12.median_booking_value - , subq_12.booking_value_p99 - , subq_12.discrete_booking_value_p99 - , subq_12.approximate_continuous_booking_value_p99 - , subq_12.approximate_discrete_booking_value_p99 + subq_32.ds__day + , subq_32.ds__week + , subq_32.ds__month + , subq_32.ds__quarter + , subq_32.ds__year + , subq_32.ds__extract_year + , subq_32.ds__extract_quarter + , subq_32.ds__extract_month + , subq_32.ds__extract_day + , subq_32.ds__extract_dow + , subq_32.ds__extract_doy + , subq_32.ds_partitioned__day + , subq_32.ds_partitioned__week + , subq_32.ds_partitioned__month + , subq_32.ds_partitioned__quarter + , subq_32.ds_partitioned__year + , subq_32.ds_partitioned__extract_year + , subq_32.ds_partitioned__extract_quarter + , subq_32.ds_partitioned__extract_month + , subq_32.ds_partitioned__extract_day + , subq_32.ds_partitioned__extract_dow + , subq_32.ds_partitioned__extract_doy + , subq_32.paid_at__day + , subq_32.paid_at__week + , subq_32.paid_at__month + , subq_32.paid_at__quarter + , subq_32.paid_at__year + , subq_32.paid_at__extract_year + , subq_32.paid_at__extract_quarter + , subq_32.paid_at__extract_month + , subq_32.paid_at__extract_day + , subq_32.paid_at__extract_dow + , subq_32.paid_at__extract_doy + , subq_32.booking__ds__day + , subq_32.booking__ds__week + , subq_32.booking__ds__month + , subq_32.booking__ds__quarter + , subq_32.booking__ds__year + , subq_32.booking__ds__extract_year + , subq_32.booking__ds__extract_quarter + , subq_32.booking__ds__extract_month + , subq_32.booking__ds__extract_day + , subq_32.booking__ds__extract_dow + , subq_32.booking__ds__extract_doy + , subq_32.booking__ds_partitioned__day + , subq_32.booking__ds_partitioned__week + , subq_32.booking__ds_partitioned__month + , subq_32.booking__ds_partitioned__quarter + , subq_32.booking__ds_partitioned__year + , subq_32.booking__ds_partitioned__extract_year + , subq_32.booking__ds_partitioned__extract_quarter + , subq_32.booking__ds_partitioned__extract_month + , subq_32.booking__ds_partitioned__extract_day + , subq_32.booking__ds_partitioned__extract_dow + , subq_32.booking__ds_partitioned__extract_doy + , subq_32.booking__paid_at__day + , subq_32.booking__paid_at__week + , subq_32.booking__paid_at__month + , subq_32.booking__paid_at__quarter + , subq_32.booking__paid_at__year + , subq_32.booking__paid_at__extract_year + , subq_32.booking__paid_at__extract_quarter + , subq_32.booking__paid_at__extract_month + , subq_32.booking__paid_at__extract_day + , subq_32.booking__paid_at__extract_dow + , subq_32.booking__paid_at__extract_doy + , subq_32.metric_time__day + , subq_32.metric_time__week + , subq_32.metric_time__month + , subq_32.metric_time__quarter + , subq_32.metric_time__year + , subq_32.metric_time__extract_year + , subq_32.metric_time__extract_quarter + , subq_32.metric_time__extract_month + , subq_32.metric_time__extract_day + , subq_32.metric_time__extract_dow + , subq_32.metric_time__extract_doy + , subq_32.listing + , subq_32.guest + , subq_32.host + , subq_32.booking__listing + , subq_32.booking__guest + , subq_32.booking__host + , subq_32.is_instant + , subq_32.booking__is_instant + , subq_32.bookings + , subq_32.instant_bookings + , subq_32.booking_value + , subq_32.max_booking_value + , subq_32.min_booking_value + , subq_32.bookers + , subq_32.average_booking_value + , subq_32.referred_bookings + , subq_32.median_booking_value + , subq_32.booking_value_p99 + , subq_32.discrete_booking_value_p99 + , subq_32.approximate_continuous_booking_value_p99 + , subq_32.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_12 - ) subq_13 - ) subq_14 + subq_31.ds__day + , subq_31.ds__week + , subq_31.ds__month + , subq_31.ds__quarter + , subq_31.ds__year + , subq_31.ds__extract_year + , subq_31.ds__extract_quarter + , subq_31.ds__extract_month + , subq_31.ds__extract_day + , subq_31.ds__extract_dow + , subq_31.ds__extract_doy + , subq_31.ds_partitioned__day + , subq_31.ds_partitioned__week + , subq_31.ds_partitioned__month + , subq_31.ds_partitioned__quarter + , subq_31.ds_partitioned__year + , subq_31.ds_partitioned__extract_year + , subq_31.ds_partitioned__extract_quarter + , subq_31.ds_partitioned__extract_month + , subq_31.ds_partitioned__extract_day + , subq_31.ds_partitioned__extract_dow + , subq_31.ds_partitioned__extract_doy + , subq_31.paid_at__day + , subq_31.paid_at__week + , subq_31.paid_at__month + , subq_31.paid_at__quarter + , subq_31.paid_at__year + , subq_31.paid_at__extract_year + , subq_31.paid_at__extract_quarter + , subq_31.paid_at__extract_month + , subq_31.paid_at__extract_day + , subq_31.paid_at__extract_dow + , subq_31.paid_at__extract_doy + , subq_31.booking__ds__day + , subq_31.booking__ds__week + , subq_31.booking__ds__month + , subq_31.booking__ds__quarter + , subq_31.booking__ds__year + , subq_31.booking__ds__extract_year + , subq_31.booking__ds__extract_quarter + , subq_31.booking__ds__extract_month + , subq_31.booking__ds__extract_day + , subq_31.booking__ds__extract_dow + , subq_31.booking__ds__extract_doy + , subq_31.booking__ds_partitioned__day + , subq_31.booking__ds_partitioned__week + , subq_31.booking__ds_partitioned__month + , subq_31.booking__ds_partitioned__quarter + , subq_31.booking__ds_partitioned__year + , subq_31.booking__ds_partitioned__extract_year + , subq_31.booking__ds_partitioned__extract_quarter + , subq_31.booking__ds_partitioned__extract_month + , subq_31.booking__ds_partitioned__extract_day + , subq_31.booking__ds_partitioned__extract_dow + , subq_31.booking__ds_partitioned__extract_doy + , subq_31.booking__paid_at__day + , subq_31.booking__paid_at__week + , subq_31.booking__paid_at__month + , subq_31.booking__paid_at__quarter + , subq_31.booking__paid_at__year + , subq_31.booking__paid_at__extract_year + , subq_31.booking__paid_at__extract_quarter + , subq_31.booking__paid_at__extract_month + , subq_31.booking__paid_at__extract_day + , subq_31.booking__paid_at__extract_dow + , subq_31.booking__paid_at__extract_doy + , subq_31.ds__day AS metric_time__day + , subq_31.ds__week AS metric_time__week + , subq_31.ds__month AS metric_time__month + , subq_31.ds__quarter AS metric_time__quarter + , subq_31.ds__year AS metric_time__year + , subq_31.ds__extract_year AS metric_time__extract_year + , subq_31.ds__extract_quarter AS metric_time__extract_quarter + , subq_31.ds__extract_month AS metric_time__extract_month + , subq_31.ds__extract_day AS metric_time__extract_day + , subq_31.ds__extract_dow AS metric_time__extract_dow + , subq_31.ds__extract_doy AS metric_time__extract_doy + , subq_31.listing + , subq_31.guest + , subq_31.host + , subq_31.booking__listing + , subq_31.booking__guest + , subq_31.booking__host + , subq_31.is_instant + , subq_31.booking__is_instant + , subq_31.bookings + , subq_31.instant_bookings + , subq_31.booking_value + , subq_31.max_booking_value + , subq_31.min_booking_value + , subq_31.bookers + , subq_31.average_booking_value + , subq_31.referred_bookings + , subq_31.median_booking_value + , subq_31.booking_value_p99 + , subq_31.discrete_booking_value_p99 + , subq_31.approximate_continuous_booking_value_p99 + , subq_31.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_31 + ) subq_32 + WHERE booking__is_instant + ) subq_33 + ) subq_34 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_16.listing - , subq_16.is_lux_latest + subq_36.listing + , subq_36.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_15.ds__day - , subq_15.ds__week - , subq_15.ds__month - , subq_15.ds__quarter - , subq_15.ds__year - , subq_15.ds__extract_year - , subq_15.ds__extract_quarter - , subq_15.ds__extract_month - , subq_15.ds__extract_day - , subq_15.ds__extract_dow - , subq_15.ds__extract_doy - , subq_15.created_at__day - , subq_15.created_at__week - , subq_15.created_at__month - , subq_15.created_at__quarter - , subq_15.created_at__year - , subq_15.created_at__extract_year - , subq_15.created_at__extract_quarter - , subq_15.created_at__extract_month - , subq_15.created_at__extract_day - , subq_15.created_at__extract_dow - , subq_15.created_at__extract_doy - , subq_15.listing__ds__day - , subq_15.listing__ds__week - , subq_15.listing__ds__month - , subq_15.listing__ds__quarter - , subq_15.listing__ds__year - , subq_15.listing__ds__extract_year - , subq_15.listing__ds__extract_quarter - , subq_15.listing__ds__extract_month - , subq_15.listing__ds__extract_day - , subq_15.listing__ds__extract_dow - , subq_15.listing__ds__extract_doy - , subq_15.listing__created_at__day - , subq_15.listing__created_at__week - , subq_15.listing__created_at__month - , subq_15.listing__created_at__quarter - , subq_15.listing__created_at__year - , subq_15.listing__created_at__extract_year - , subq_15.listing__created_at__extract_quarter - , subq_15.listing__created_at__extract_month - , subq_15.listing__created_at__extract_day - , subq_15.listing__created_at__extract_dow - , subq_15.listing__created_at__extract_doy - , subq_15.ds__day AS metric_time__day - , subq_15.ds__week AS metric_time__week - , subq_15.ds__month AS metric_time__month - , subq_15.ds__quarter AS metric_time__quarter - , subq_15.ds__year AS metric_time__year - , subq_15.ds__extract_year AS metric_time__extract_year - , subq_15.ds__extract_quarter AS metric_time__extract_quarter - , subq_15.ds__extract_month AS metric_time__extract_month - , subq_15.ds__extract_day AS metric_time__extract_day - , subq_15.ds__extract_dow AS metric_time__extract_dow - , subq_15.ds__extract_doy AS metric_time__extract_doy - , subq_15.listing - , subq_15.user - , subq_15.listing__user - , subq_15.country_latest - , subq_15.is_lux_latest - , subq_15.capacity_latest - , subq_15.listing__country_latest - , subq_15.listing__is_lux_latest - , subq_15.listing__capacity_latest - , subq_15.listings - , subq_15.largest_listing - , subq_15.smallest_listing + subq_35.ds__day + , subq_35.ds__week + , subq_35.ds__month + , subq_35.ds__quarter + , subq_35.ds__year + , subq_35.ds__extract_year + , subq_35.ds__extract_quarter + , subq_35.ds__extract_month + , subq_35.ds__extract_day + , subq_35.ds__extract_dow + , subq_35.ds__extract_doy + , subq_35.created_at__day + , subq_35.created_at__week + , subq_35.created_at__month + , subq_35.created_at__quarter + , subq_35.created_at__year + , subq_35.created_at__extract_year + , subq_35.created_at__extract_quarter + , subq_35.created_at__extract_month + , subq_35.created_at__extract_day + , subq_35.created_at__extract_dow + , subq_35.created_at__extract_doy + , subq_35.listing__ds__day + , subq_35.listing__ds__week + , subq_35.listing__ds__month + , subq_35.listing__ds__quarter + , subq_35.listing__ds__year + , subq_35.listing__ds__extract_year + , subq_35.listing__ds__extract_quarter + , subq_35.listing__ds__extract_month + , subq_35.listing__ds__extract_day + , subq_35.listing__ds__extract_dow + , subq_35.listing__ds__extract_doy + , subq_35.listing__created_at__day + , subq_35.listing__created_at__week + , subq_35.listing__created_at__month + , subq_35.listing__created_at__quarter + , subq_35.listing__created_at__year + , subq_35.listing__created_at__extract_year + , subq_35.listing__created_at__extract_quarter + , subq_35.listing__created_at__extract_month + , subq_35.listing__created_at__extract_day + , subq_35.listing__created_at__extract_dow + , subq_35.listing__created_at__extract_doy + , subq_35.ds__day AS metric_time__day + , subq_35.ds__week AS metric_time__week + , subq_35.ds__month AS metric_time__month + , subq_35.ds__quarter AS metric_time__quarter + , subq_35.ds__year AS metric_time__year + , subq_35.ds__extract_year AS metric_time__extract_year + , subq_35.ds__extract_quarter AS metric_time__extract_quarter + , subq_35.ds__extract_month AS metric_time__extract_month + , subq_35.ds__extract_day AS metric_time__extract_day + , subq_35.ds__extract_dow AS metric_time__extract_dow + , subq_35.ds__extract_doy AS metric_time__extract_doy + , subq_35.listing + , subq_35.user + , subq_35.listing__user + , subq_35.country_latest + , subq_35.is_lux_latest + , subq_35.capacity_latest + , subq_35.listing__country_latest + , subq_35.listing__is_lux_latest + , subq_35.listing__capacity_latest + , subq_35.listings + , subq_35.largest_listing + , subq_35.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -759,240 +965,343 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_15 - ) subq_16 - ) subq_17 + ) subq_35 + ) subq_36 + ) subq_37 ON - subq_14.listing = subq_17.listing - ) subq_18 - ) subq_19 + subq_34.listing = subq_37.listing + ) subq_38 + ) subq_39 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_20 - ) subq_21 - ) subq_22 - ) subq_23 + ) subq_40 + ) subq_41 + ) subq_42 + ) subq_43 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_29.booking_value + subq_50.booking_value FROM ( -- Aggregate Measures SELECT - SUM(subq_28.booking_value) AS booking_value + SUM(subq_49.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value',] SELECT - subq_27.booking_value + subq_48.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_26.booking__is_instant - , subq_26.booking_value + subq_47.booking__is_instant + , subq_47.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - subq_25.booking__is_instant - , subq_25.booking_value + subq_46.booking__is_instant + , subq_46.booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_24.ds__day - , subq_24.ds__week - , subq_24.ds__month - , subq_24.ds__quarter - , subq_24.ds__year - , subq_24.ds__extract_year - , subq_24.ds__extract_quarter - , subq_24.ds__extract_month - , subq_24.ds__extract_day - , subq_24.ds__extract_dow - , subq_24.ds__extract_doy - , subq_24.ds_partitioned__day - , subq_24.ds_partitioned__week - , subq_24.ds_partitioned__month - , subq_24.ds_partitioned__quarter - , subq_24.ds_partitioned__year - , subq_24.ds_partitioned__extract_year - , subq_24.ds_partitioned__extract_quarter - , subq_24.ds_partitioned__extract_month - , subq_24.ds_partitioned__extract_day - , subq_24.ds_partitioned__extract_dow - , subq_24.ds_partitioned__extract_doy - , subq_24.paid_at__day - , subq_24.paid_at__week - , subq_24.paid_at__month - , subq_24.paid_at__quarter - , subq_24.paid_at__year - , subq_24.paid_at__extract_year - , subq_24.paid_at__extract_quarter - , subq_24.paid_at__extract_month - , subq_24.paid_at__extract_day - , subq_24.paid_at__extract_dow - , subq_24.paid_at__extract_doy - , subq_24.booking__ds__day - , subq_24.booking__ds__week - , subq_24.booking__ds__month - , subq_24.booking__ds__quarter - , subq_24.booking__ds__year - , subq_24.booking__ds__extract_year - , subq_24.booking__ds__extract_quarter - , subq_24.booking__ds__extract_month - , subq_24.booking__ds__extract_day - , subq_24.booking__ds__extract_dow - , subq_24.booking__ds__extract_doy - , subq_24.booking__ds_partitioned__day - , subq_24.booking__ds_partitioned__week - , subq_24.booking__ds_partitioned__month - , subq_24.booking__ds_partitioned__quarter - , subq_24.booking__ds_partitioned__year - , subq_24.booking__ds_partitioned__extract_year - , subq_24.booking__ds_partitioned__extract_quarter - , subq_24.booking__ds_partitioned__extract_month - , subq_24.booking__ds_partitioned__extract_day - , subq_24.booking__ds_partitioned__extract_dow - , subq_24.booking__ds_partitioned__extract_doy - , subq_24.booking__paid_at__day - , subq_24.booking__paid_at__week - , subq_24.booking__paid_at__month - , subq_24.booking__paid_at__quarter - , subq_24.booking__paid_at__year - , subq_24.booking__paid_at__extract_year - , subq_24.booking__paid_at__extract_quarter - , subq_24.booking__paid_at__extract_month - , subq_24.booking__paid_at__extract_day - , subq_24.booking__paid_at__extract_dow - , subq_24.booking__paid_at__extract_doy - , subq_24.ds__day AS metric_time__day - , subq_24.ds__week AS metric_time__week - , subq_24.ds__month AS metric_time__month - , subq_24.ds__quarter AS metric_time__quarter - , subq_24.ds__year AS metric_time__year - , subq_24.ds__extract_year AS metric_time__extract_year - , subq_24.ds__extract_quarter AS metric_time__extract_quarter - , subq_24.ds__extract_month AS metric_time__extract_month - , subq_24.ds__extract_day AS metric_time__extract_day - , subq_24.ds__extract_dow AS metric_time__extract_dow - , subq_24.ds__extract_doy AS metric_time__extract_doy - , subq_24.listing - , subq_24.guest - , subq_24.host - , subq_24.booking__listing - , subq_24.booking__guest - , subq_24.booking__host - , subq_24.is_instant - , subq_24.booking__is_instant - , subq_24.bookings - , subq_24.instant_bookings - , subq_24.booking_value - , subq_24.max_booking_value - , subq_24.min_booking_value - , subq_24.bookers - , subq_24.average_booking_value - , subq_24.referred_bookings - , subq_24.median_booking_value - , subq_24.booking_value_p99 - , subq_24.discrete_booking_value_p99 - , subq_24.approximate_continuous_booking_value_p99 - , subq_24.approximate_discrete_booking_value_p99 + subq_45.ds__day + , subq_45.ds__week + , subq_45.ds__month + , subq_45.ds__quarter + , subq_45.ds__year + , subq_45.ds__extract_year + , subq_45.ds__extract_quarter + , subq_45.ds__extract_month + , subq_45.ds__extract_day + , subq_45.ds__extract_dow + , subq_45.ds__extract_doy + , subq_45.ds_partitioned__day + , subq_45.ds_partitioned__week + , subq_45.ds_partitioned__month + , subq_45.ds_partitioned__quarter + , subq_45.ds_partitioned__year + , subq_45.ds_partitioned__extract_year + , subq_45.ds_partitioned__extract_quarter + , subq_45.ds_partitioned__extract_month + , subq_45.ds_partitioned__extract_day + , subq_45.ds_partitioned__extract_dow + , subq_45.ds_partitioned__extract_doy + , subq_45.paid_at__day + , subq_45.paid_at__week + , subq_45.paid_at__month + , subq_45.paid_at__quarter + , subq_45.paid_at__year + , subq_45.paid_at__extract_year + , subq_45.paid_at__extract_quarter + , subq_45.paid_at__extract_month + , subq_45.paid_at__extract_day + , subq_45.paid_at__extract_dow + , subq_45.paid_at__extract_doy + , subq_45.booking__ds__day + , subq_45.booking__ds__week + , subq_45.booking__ds__month + , subq_45.booking__ds__quarter + , subq_45.booking__ds__year + , subq_45.booking__ds__extract_year + , subq_45.booking__ds__extract_quarter + , subq_45.booking__ds__extract_month + , subq_45.booking__ds__extract_day + , subq_45.booking__ds__extract_dow + , subq_45.booking__ds__extract_doy + , subq_45.booking__ds_partitioned__day + , subq_45.booking__ds_partitioned__week + , subq_45.booking__ds_partitioned__month + , subq_45.booking__ds_partitioned__quarter + , subq_45.booking__ds_partitioned__year + , subq_45.booking__ds_partitioned__extract_year + , subq_45.booking__ds_partitioned__extract_quarter + , subq_45.booking__ds_partitioned__extract_month + , subq_45.booking__ds_partitioned__extract_day + , subq_45.booking__ds_partitioned__extract_dow + , subq_45.booking__ds_partitioned__extract_doy + , subq_45.booking__paid_at__day + , subq_45.booking__paid_at__week + , subq_45.booking__paid_at__month + , subq_45.booking__paid_at__quarter + , subq_45.booking__paid_at__year + , subq_45.booking__paid_at__extract_year + , subq_45.booking__paid_at__extract_quarter + , subq_45.booking__paid_at__extract_month + , subq_45.booking__paid_at__extract_day + , subq_45.booking__paid_at__extract_dow + , subq_45.booking__paid_at__extract_doy + , subq_45.metric_time__day + , subq_45.metric_time__week + , subq_45.metric_time__month + , subq_45.metric_time__quarter + , subq_45.metric_time__year + , subq_45.metric_time__extract_year + , subq_45.metric_time__extract_quarter + , subq_45.metric_time__extract_month + , subq_45.metric_time__extract_day + , subq_45.metric_time__extract_dow + , subq_45.metric_time__extract_doy + , subq_45.listing + , subq_45.guest + , subq_45.host + , subq_45.booking__listing + , subq_45.booking__guest + , subq_45.booking__host + , subq_45.is_instant + , subq_45.booking__is_instant + , subq_45.bookings + , subq_45.instant_bookings + , subq_45.booking_value + , subq_45.max_booking_value + , subq_45.min_booking_value + , subq_45.bookers + , subq_45.average_booking_value + , subq_45.referred_bookings + , subq_45.median_booking_value + , subq_45.booking_value_p99 + , subq_45.discrete_booking_value_p99 + , subq_45.approximate_continuous_booking_value_p99 + , subq_45.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_24 - ) subq_25 - ) subq_26 + subq_44.ds__day + , subq_44.ds__week + , subq_44.ds__month + , subq_44.ds__quarter + , subq_44.ds__year + , subq_44.ds__extract_year + , subq_44.ds__extract_quarter + , subq_44.ds__extract_month + , subq_44.ds__extract_day + , subq_44.ds__extract_dow + , subq_44.ds__extract_doy + , subq_44.ds_partitioned__day + , subq_44.ds_partitioned__week + , subq_44.ds_partitioned__month + , subq_44.ds_partitioned__quarter + , subq_44.ds_partitioned__year + , subq_44.ds_partitioned__extract_year + , subq_44.ds_partitioned__extract_quarter + , subq_44.ds_partitioned__extract_month + , subq_44.ds_partitioned__extract_day + , subq_44.ds_partitioned__extract_dow + , subq_44.ds_partitioned__extract_doy + , subq_44.paid_at__day + , subq_44.paid_at__week + , subq_44.paid_at__month + , subq_44.paid_at__quarter + , subq_44.paid_at__year + , subq_44.paid_at__extract_year + , subq_44.paid_at__extract_quarter + , subq_44.paid_at__extract_month + , subq_44.paid_at__extract_day + , subq_44.paid_at__extract_dow + , subq_44.paid_at__extract_doy + , subq_44.booking__ds__day + , subq_44.booking__ds__week + , subq_44.booking__ds__month + , subq_44.booking__ds__quarter + , subq_44.booking__ds__year + , subq_44.booking__ds__extract_year + , subq_44.booking__ds__extract_quarter + , subq_44.booking__ds__extract_month + , subq_44.booking__ds__extract_day + , subq_44.booking__ds__extract_dow + , subq_44.booking__ds__extract_doy + , subq_44.booking__ds_partitioned__day + , subq_44.booking__ds_partitioned__week + , subq_44.booking__ds_partitioned__month + , subq_44.booking__ds_partitioned__quarter + , subq_44.booking__ds_partitioned__year + , subq_44.booking__ds_partitioned__extract_year + , subq_44.booking__ds_partitioned__extract_quarter + , subq_44.booking__ds_partitioned__extract_month + , subq_44.booking__ds_partitioned__extract_day + , subq_44.booking__ds_partitioned__extract_dow + , subq_44.booking__ds_partitioned__extract_doy + , subq_44.booking__paid_at__day + , subq_44.booking__paid_at__week + , subq_44.booking__paid_at__month + , subq_44.booking__paid_at__quarter + , subq_44.booking__paid_at__year + , subq_44.booking__paid_at__extract_year + , subq_44.booking__paid_at__extract_quarter + , subq_44.booking__paid_at__extract_month + , subq_44.booking__paid_at__extract_day + , subq_44.booking__paid_at__extract_dow + , subq_44.booking__paid_at__extract_doy + , subq_44.ds__day AS metric_time__day + , subq_44.ds__week AS metric_time__week + , subq_44.ds__month AS metric_time__month + , subq_44.ds__quarter AS metric_time__quarter + , subq_44.ds__year AS metric_time__year + , subq_44.ds__extract_year AS metric_time__extract_year + , subq_44.ds__extract_quarter AS metric_time__extract_quarter + , subq_44.ds__extract_month AS metric_time__extract_month + , subq_44.ds__extract_day AS metric_time__extract_day + , subq_44.ds__extract_dow AS metric_time__extract_dow + , subq_44.ds__extract_doy AS metric_time__extract_doy + , subq_44.listing + , subq_44.guest + , subq_44.host + , subq_44.booking__listing + , subq_44.booking__guest + , subq_44.booking__host + , subq_44.is_instant + , subq_44.booking__is_instant + , subq_44.bookings + , subq_44.instant_bookings + , subq_44.booking_value + , subq_44.max_booking_value + , subq_44.min_booking_value + , subq_44.bookers + , subq_44.average_booking_value + , subq_44.referred_bookings + , subq_44.median_booking_value + , subq_44.booking_value_p99 + , subq_44.discrete_booking_value_p99 + , subq_44.approximate_continuous_booking_value_p99 + , subq_44.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_44 + ) subq_45 + WHERE booking__is_instant + ) subq_46 + ) subq_47 WHERE booking__is_instant - ) subq_27 - ) subq_28 - ) subq_29 - ) subq_30 - ) subq_31 -) subq_32 + ) subq_48 + ) subq_49 + ) subq_50 + ) subq_51 + ) subq_52 +) subq_53 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_nested_filters__plan0_optimized.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_nested_filters__plan0_optimized.sql index a73bfea928..a0fdc735bd 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_nested_filters__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_nested_filters__plan0_optimized.sql @@ -8,9 +8,9 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_44.average_booking_value) AS average_booking_value - , MAX(subq_56.bookings) AS bookings - , MAX(subq_63.booking_value) AS booking_value + MAX(subq_66.average_booking_value) AS average_booking_value + , MAX(subq_79.bookings) AS bookings + , MAX(subq_87.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value',] @@ -22,17 +22,34 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - bookings_source_src_28000.is_instant AS booking__is_instant + subq_57.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , bookings_source_src_28000.booking_value AS average_booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 + , subq_57.average_booking_value AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] + SELECT + listing + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_55 + WHERE booking__is_instant + ) subq_57 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - bookings_source_src_28000.listing_id = listings_latest_src_28000.listing_id - ) subq_40 + subq_57.listing = listings_latest_src_28000.listing_id + ) subq_62 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_44 + ) subq_66 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings',] @@ -44,26 +61,34 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_47.booking__is_instant AS booking__is_instant + subq_70.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_47.bookings AS bookings + , subq_70.bookings AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - listing_id AS listing - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_47 + listing + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_68 + WHERE booking__is_instant + ) subq_70 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_47.listing = listings_latest_src_28000.listing_id - ) subq_52 + subq_70.listing = listings_latest_src_28000.listing_id + ) subq_75 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_56 + ) subq_79 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value',] @@ -72,15 +97,22 @@ FROM ( SELECT SUM(booking_value) AS booking_value FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - is_instant AS booking__is_instant + booking__is_instant , booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_59 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + is_instant AS booking__is_instant + , booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_81 + WHERE booking__is_instant + ) subq_83 WHERE booking__is_instant - ) subq_63 - ) subq_64 -) subq_65 + ) subq_87 + ) subq_88 +) subq_89 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Trino/test_nested_filters__plan0.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Trino/test_nested_filters__plan0.sql index 9edb0371c0..d6ea5d1211 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Trino/test_nested_filters__plan0.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Trino/test_nested_filters__plan0.sql @@ -8,317 +8,420 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_11.average_booking_value) AS average_booking_value - , MAX(subq_23.bookings) AS bookings - , MAX(subq_30.booking_value) AS booking_value + MAX(subq_30.average_booking_value) AS average_booking_value + , MAX(subq_43.bookings) AS bookings + , MAX(subq_51.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_10.average_booking_value + subq_29.average_booking_value FROM ( -- Aggregate Measures SELECT - AVG(subq_9.average_booking_value) AS average_booking_value + AVG(subq_28.average_booking_value) AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value',] SELECT - subq_8.average_booking_value + subq_27.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_7.booking__is_instant - , subq_7.listing__is_lux_latest - , subq_7.average_booking_value + subq_26.booking__is_instant + , subq_26.listing__is_lux_latest + , subq_26.average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_6.booking__is_instant - , subq_6.listing__is_lux_latest - , subq_6.average_booking_value + subq_25.booking__is_instant + , subq_25.listing__is_lux_latest + , subq_25.average_booking_value FROM ( -- Join Standard Outputs SELECT - subq_2.listing AS listing - , subq_2.booking__is_instant AS booking__is_instant - , subq_5.is_lux_latest AS listing__is_lux_latest - , subq_2.average_booking_value AS average_booking_value + subq_21.listing AS listing + , subq_21.booking__is_instant AS booking__is_instant + , subq_24.is_lux_latest AS listing__is_lux_latest + , subq_21.average_booking_value AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] SELECT - subq_1.listing - , subq_1.booking__is_instant - , subq_1.average_booking_value + subq_20.listing + , subq_20.booking__is_instant + , subq_20.average_booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_19.ds__day + , subq_19.ds__week + , subq_19.ds__month + , subq_19.ds__quarter + , subq_19.ds__year + , subq_19.ds__extract_year + , subq_19.ds__extract_quarter + , subq_19.ds__extract_month + , subq_19.ds__extract_day + , subq_19.ds__extract_dow + , subq_19.ds__extract_doy + , subq_19.ds_partitioned__day + , subq_19.ds_partitioned__week + , subq_19.ds_partitioned__month + , subq_19.ds_partitioned__quarter + , subq_19.ds_partitioned__year + , subq_19.ds_partitioned__extract_year + , subq_19.ds_partitioned__extract_quarter + , subq_19.ds_partitioned__extract_month + , subq_19.ds_partitioned__extract_day + , subq_19.ds_partitioned__extract_dow + , subq_19.ds_partitioned__extract_doy + , subq_19.paid_at__day + , subq_19.paid_at__week + , subq_19.paid_at__month + , subq_19.paid_at__quarter + , subq_19.paid_at__year + , subq_19.paid_at__extract_year + , subq_19.paid_at__extract_quarter + , subq_19.paid_at__extract_month + , subq_19.paid_at__extract_day + , subq_19.paid_at__extract_dow + , subq_19.paid_at__extract_doy + , subq_19.booking__ds__day + , subq_19.booking__ds__week + , subq_19.booking__ds__month + , subq_19.booking__ds__quarter + , subq_19.booking__ds__year + , subq_19.booking__ds__extract_year + , subq_19.booking__ds__extract_quarter + , subq_19.booking__ds__extract_month + , subq_19.booking__ds__extract_day + , subq_19.booking__ds__extract_dow + , subq_19.booking__ds__extract_doy + , subq_19.booking__ds_partitioned__day + , subq_19.booking__ds_partitioned__week + , subq_19.booking__ds_partitioned__month + , subq_19.booking__ds_partitioned__quarter + , subq_19.booking__ds_partitioned__year + , subq_19.booking__ds_partitioned__extract_year + , subq_19.booking__ds_partitioned__extract_quarter + , subq_19.booking__ds_partitioned__extract_month + , subq_19.booking__ds_partitioned__extract_day + , subq_19.booking__ds_partitioned__extract_dow + , subq_19.booking__ds_partitioned__extract_doy + , subq_19.booking__paid_at__day + , subq_19.booking__paid_at__week + , subq_19.booking__paid_at__month + , subq_19.booking__paid_at__quarter + , subq_19.booking__paid_at__year + , subq_19.booking__paid_at__extract_year + , subq_19.booking__paid_at__extract_quarter + , subq_19.booking__paid_at__extract_month + , subq_19.booking__paid_at__extract_day + , subq_19.booking__paid_at__extract_dow + , subq_19.booking__paid_at__extract_doy + , subq_19.metric_time__day + , subq_19.metric_time__week + , subq_19.metric_time__month + , subq_19.metric_time__quarter + , subq_19.metric_time__year + , subq_19.metric_time__extract_year + , subq_19.metric_time__extract_quarter + , subq_19.metric_time__extract_month + , subq_19.metric_time__extract_day + , subq_19.metric_time__extract_dow + , subq_19.metric_time__extract_doy + , subq_19.listing + , subq_19.guest + , subq_19.host + , subq_19.booking__listing + , subq_19.booking__guest + , subq_19.booking__host + , subq_19.is_instant + , subq_19.booking__is_instant + , subq_19.bookings + , subq_19.instant_bookings + , subq_19.booking_value + , subq_19.max_booking_value + , subq_19.min_booking_value + , subq_19.bookers + , subq_19.average_booking_value + , subq_19.referred_bookings + , subq_19.median_booking_value + , subq_19.booking_value_p99 + , subq_19.discrete_booking_value_p99 + , subq_19.approximate_continuous_booking_value_p99 + , subq_19.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_18.ds__day + , subq_18.ds__week + , subq_18.ds__month + , subq_18.ds__quarter + , subq_18.ds__year + , subq_18.ds__extract_year + , subq_18.ds__extract_quarter + , subq_18.ds__extract_month + , subq_18.ds__extract_day + , subq_18.ds__extract_dow + , subq_18.ds__extract_doy + , subq_18.ds_partitioned__day + , subq_18.ds_partitioned__week + , subq_18.ds_partitioned__month + , subq_18.ds_partitioned__quarter + , subq_18.ds_partitioned__year + , subq_18.ds_partitioned__extract_year + , subq_18.ds_partitioned__extract_quarter + , subq_18.ds_partitioned__extract_month + , subq_18.ds_partitioned__extract_day + , subq_18.ds_partitioned__extract_dow + , subq_18.ds_partitioned__extract_doy + , subq_18.paid_at__day + , subq_18.paid_at__week + , subq_18.paid_at__month + , subq_18.paid_at__quarter + , subq_18.paid_at__year + , subq_18.paid_at__extract_year + , subq_18.paid_at__extract_quarter + , subq_18.paid_at__extract_month + , subq_18.paid_at__extract_day + , subq_18.paid_at__extract_dow + , subq_18.paid_at__extract_doy + , subq_18.booking__ds__day + , subq_18.booking__ds__week + , subq_18.booking__ds__month + , subq_18.booking__ds__quarter + , subq_18.booking__ds__year + , subq_18.booking__ds__extract_year + , subq_18.booking__ds__extract_quarter + , subq_18.booking__ds__extract_month + , subq_18.booking__ds__extract_day + , subq_18.booking__ds__extract_dow + , subq_18.booking__ds__extract_doy + , subq_18.booking__ds_partitioned__day + , subq_18.booking__ds_partitioned__week + , subq_18.booking__ds_partitioned__month + , subq_18.booking__ds_partitioned__quarter + , subq_18.booking__ds_partitioned__year + , subq_18.booking__ds_partitioned__extract_year + , subq_18.booking__ds_partitioned__extract_quarter + , subq_18.booking__ds_partitioned__extract_month + , subq_18.booking__ds_partitioned__extract_day + , subq_18.booking__ds_partitioned__extract_dow + , subq_18.booking__ds_partitioned__extract_doy + , subq_18.booking__paid_at__day + , subq_18.booking__paid_at__week + , subq_18.booking__paid_at__month + , subq_18.booking__paid_at__quarter + , subq_18.booking__paid_at__year + , subq_18.booking__paid_at__extract_year + , subq_18.booking__paid_at__extract_quarter + , subq_18.booking__paid_at__extract_month + , subq_18.booking__paid_at__extract_day + , subq_18.booking__paid_at__extract_dow + , subq_18.booking__paid_at__extract_doy + , subq_18.ds__day AS metric_time__day + , subq_18.ds__week AS metric_time__week + , subq_18.ds__month AS metric_time__month + , subq_18.ds__quarter AS metric_time__quarter + , subq_18.ds__year AS metric_time__year + , subq_18.ds__extract_year AS metric_time__extract_year + , subq_18.ds__extract_quarter AS metric_time__extract_quarter + , subq_18.ds__extract_month AS metric_time__extract_month + , subq_18.ds__extract_day AS metric_time__extract_day + , subq_18.ds__extract_dow AS metric_time__extract_dow + , subq_18.ds__extract_doy AS metric_time__extract_doy + , subq_18.listing + , subq_18.guest + , subq_18.host + , subq_18.booking__listing + , subq_18.booking__guest + , subq_18.booking__host + , subq_18.is_instant + , subq_18.booking__is_instant + , subq_18.bookings + , subq_18.instant_bookings + , subq_18.booking_value + , subq_18.max_booking_value + , subq_18.min_booking_value + , subq_18.bookers + , subq_18.average_booking_value + , subq_18.referred_bookings + , subq_18.median_booking_value + , subq_18.booking_value_p99 + , subq_18.discrete_booking_value_p99 + , subq_18.approximate_continuous_booking_value_p99 + , subq_18.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_18 + ) subq_19 + WHERE booking__is_instant + ) subq_20 + ) subq_21 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_4.listing - , subq_4.is_lux_latest + subq_23.listing + , subq_23.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_22.ds__day + , subq_22.ds__week + , subq_22.ds__month + , subq_22.ds__quarter + , subq_22.ds__year + , subq_22.ds__extract_year + , subq_22.ds__extract_quarter + , subq_22.ds__extract_month + , subq_22.ds__extract_day + , subq_22.ds__extract_dow + , subq_22.ds__extract_doy + , subq_22.created_at__day + , subq_22.created_at__week + , subq_22.created_at__month + , subq_22.created_at__quarter + , subq_22.created_at__year + , subq_22.created_at__extract_year + , subq_22.created_at__extract_quarter + , subq_22.created_at__extract_month + , subq_22.created_at__extract_day + , subq_22.created_at__extract_dow + , subq_22.created_at__extract_doy + , subq_22.listing__ds__day + , subq_22.listing__ds__week + , subq_22.listing__ds__month + , subq_22.listing__ds__quarter + , subq_22.listing__ds__year + , subq_22.listing__ds__extract_year + , subq_22.listing__ds__extract_quarter + , subq_22.listing__ds__extract_month + , subq_22.listing__ds__extract_day + , subq_22.listing__ds__extract_dow + , subq_22.listing__ds__extract_doy + , subq_22.listing__created_at__day + , subq_22.listing__created_at__week + , subq_22.listing__created_at__month + , subq_22.listing__created_at__quarter + , subq_22.listing__created_at__year + , subq_22.listing__created_at__extract_year + , subq_22.listing__created_at__extract_quarter + , subq_22.listing__created_at__extract_month + , subq_22.listing__created_at__extract_day + , subq_22.listing__created_at__extract_dow + , subq_22.listing__created_at__extract_doy + , subq_22.ds__day AS metric_time__day + , subq_22.ds__week AS metric_time__week + , subq_22.ds__month AS metric_time__month + , subq_22.ds__quarter AS metric_time__quarter + , subq_22.ds__year AS metric_time__year + , subq_22.ds__extract_year AS metric_time__extract_year + , subq_22.ds__extract_quarter AS metric_time__extract_quarter + , subq_22.ds__extract_month AS metric_time__extract_month + , subq_22.ds__extract_day AS metric_time__extract_day + , subq_22.ds__extract_dow AS metric_time__extract_dow + , subq_22.ds__extract_doy AS metric_time__extract_doy + , subq_22.listing + , subq_22.user + , subq_22.listing__user + , subq_22.country_latest + , subq_22.is_lux_latest + , subq_22.capacity_latest + , subq_22.listing__country_latest + , subq_22.listing__is_lux_latest + , subq_22.listing__capacity_latest + , subq_22.listings + , subq_22.largest_listing + , subq_22.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -379,326 +482,429 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_22 + ) subq_23 + ) subq_24 ON - subq_2.listing = subq_5.listing - ) subq_6 - ) subq_7 + subq_21.listing = subq_24.listing + ) subq_25 + ) subq_26 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_8 - ) subq_9 - ) subq_10 - ) subq_11 + ) subq_27 + ) subq_28 + ) subq_29 + ) subq_30 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_22.bookings + subq_42.bookings FROM ( -- Aggregate Measures SELECT - SUM(subq_21.bookings) AS bookings + SUM(subq_41.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings',] SELECT - subq_20.bookings + subq_40.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_19.booking__is_instant - , subq_19.listing__is_lux_latest - , subq_19.bookings + subq_39.booking__is_instant + , subq_39.listing__is_lux_latest + , subq_39.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_18.booking__is_instant - , subq_18.listing__is_lux_latest - , subq_18.bookings + subq_38.booking__is_instant + , subq_38.listing__is_lux_latest + , subq_38.bookings FROM ( -- Join Standard Outputs SELECT - subq_14.listing AS listing - , subq_14.booking__is_instant AS booking__is_instant - , subq_17.is_lux_latest AS listing__is_lux_latest - , subq_14.bookings AS bookings + subq_34.listing AS listing + , subq_34.booking__is_instant AS booking__is_instant + , subq_37.is_lux_latest AS listing__is_lux_latest + , subq_34.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_13.listing - , subq_13.booking__is_instant - , subq_13.bookings + subq_33.listing + , subq_33.booking__is_instant + , subq_33.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_12.ds__day - , subq_12.ds__week - , subq_12.ds__month - , subq_12.ds__quarter - , subq_12.ds__year - , subq_12.ds__extract_year - , subq_12.ds__extract_quarter - , subq_12.ds__extract_month - , subq_12.ds__extract_day - , subq_12.ds__extract_dow - , subq_12.ds__extract_doy - , subq_12.ds_partitioned__day - , subq_12.ds_partitioned__week - , subq_12.ds_partitioned__month - , subq_12.ds_partitioned__quarter - , subq_12.ds_partitioned__year - , subq_12.ds_partitioned__extract_year - , subq_12.ds_partitioned__extract_quarter - , subq_12.ds_partitioned__extract_month - , subq_12.ds_partitioned__extract_day - , subq_12.ds_partitioned__extract_dow - , subq_12.ds_partitioned__extract_doy - , subq_12.paid_at__day - , subq_12.paid_at__week - , subq_12.paid_at__month - , subq_12.paid_at__quarter - , subq_12.paid_at__year - , subq_12.paid_at__extract_year - , subq_12.paid_at__extract_quarter - , subq_12.paid_at__extract_month - , subq_12.paid_at__extract_day - , subq_12.paid_at__extract_dow - , subq_12.paid_at__extract_doy - , subq_12.booking__ds__day - , subq_12.booking__ds__week - , subq_12.booking__ds__month - , subq_12.booking__ds__quarter - , subq_12.booking__ds__year - , subq_12.booking__ds__extract_year - , subq_12.booking__ds__extract_quarter - , subq_12.booking__ds__extract_month - , subq_12.booking__ds__extract_day - , subq_12.booking__ds__extract_dow - , subq_12.booking__ds__extract_doy - , subq_12.booking__ds_partitioned__day - , subq_12.booking__ds_partitioned__week - , subq_12.booking__ds_partitioned__month - , subq_12.booking__ds_partitioned__quarter - , subq_12.booking__ds_partitioned__year - , subq_12.booking__ds_partitioned__extract_year - , subq_12.booking__ds_partitioned__extract_quarter - , subq_12.booking__ds_partitioned__extract_month - , subq_12.booking__ds_partitioned__extract_day - , subq_12.booking__ds_partitioned__extract_dow - , subq_12.booking__ds_partitioned__extract_doy - , subq_12.booking__paid_at__day - , subq_12.booking__paid_at__week - , subq_12.booking__paid_at__month - , subq_12.booking__paid_at__quarter - , subq_12.booking__paid_at__year - , subq_12.booking__paid_at__extract_year - , subq_12.booking__paid_at__extract_quarter - , subq_12.booking__paid_at__extract_month - , subq_12.booking__paid_at__extract_day - , subq_12.booking__paid_at__extract_dow - , subq_12.booking__paid_at__extract_doy - , subq_12.ds__day AS metric_time__day - , subq_12.ds__week AS metric_time__week - , subq_12.ds__month AS metric_time__month - , subq_12.ds__quarter AS metric_time__quarter - , subq_12.ds__year AS metric_time__year - , subq_12.ds__extract_year AS metric_time__extract_year - , subq_12.ds__extract_quarter AS metric_time__extract_quarter - , subq_12.ds__extract_month AS metric_time__extract_month - , subq_12.ds__extract_day AS metric_time__extract_day - , subq_12.ds__extract_dow AS metric_time__extract_dow - , subq_12.ds__extract_doy AS metric_time__extract_doy - , subq_12.listing - , subq_12.guest - , subq_12.host - , subq_12.booking__listing - , subq_12.booking__guest - , subq_12.booking__host - , subq_12.is_instant - , subq_12.booking__is_instant - , subq_12.bookings - , subq_12.instant_bookings - , subq_12.booking_value - , subq_12.max_booking_value - , subq_12.min_booking_value - , subq_12.bookers - , subq_12.average_booking_value - , subq_12.referred_bookings - , subq_12.median_booking_value - , subq_12.booking_value_p99 - , subq_12.discrete_booking_value_p99 - , subq_12.approximate_continuous_booking_value_p99 - , subq_12.approximate_discrete_booking_value_p99 + subq_32.ds__day + , subq_32.ds__week + , subq_32.ds__month + , subq_32.ds__quarter + , subq_32.ds__year + , subq_32.ds__extract_year + , subq_32.ds__extract_quarter + , subq_32.ds__extract_month + , subq_32.ds__extract_day + , subq_32.ds__extract_dow + , subq_32.ds__extract_doy + , subq_32.ds_partitioned__day + , subq_32.ds_partitioned__week + , subq_32.ds_partitioned__month + , subq_32.ds_partitioned__quarter + , subq_32.ds_partitioned__year + , subq_32.ds_partitioned__extract_year + , subq_32.ds_partitioned__extract_quarter + , subq_32.ds_partitioned__extract_month + , subq_32.ds_partitioned__extract_day + , subq_32.ds_partitioned__extract_dow + , subq_32.ds_partitioned__extract_doy + , subq_32.paid_at__day + , subq_32.paid_at__week + , subq_32.paid_at__month + , subq_32.paid_at__quarter + , subq_32.paid_at__year + , subq_32.paid_at__extract_year + , subq_32.paid_at__extract_quarter + , subq_32.paid_at__extract_month + , subq_32.paid_at__extract_day + , subq_32.paid_at__extract_dow + , subq_32.paid_at__extract_doy + , subq_32.booking__ds__day + , subq_32.booking__ds__week + , subq_32.booking__ds__month + , subq_32.booking__ds__quarter + , subq_32.booking__ds__year + , subq_32.booking__ds__extract_year + , subq_32.booking__ds__extract_quarter + , subq_32.booking__ds__extract_month + , subq_32.booking__ds__extract_day + , subq_32.booking__ds__extract_dow + , subq_32.booking__ds__extract_doy + , subq_32.booking__ds_partitioned__day + , subq_32.booking__ds_partitioned__week + , subq_32.booking__ds_partitioned__month + , subq_32.booking__ds_partitioned__quarter + , subq_32.booking__ds_partitioned__year + , subq_32.booking__ds_partitioned__extract_year + , subq_32.booking__ds_partitioned__extract_quarter + , subq_32.booking__ds_partitioned__extract_month + , subq_32.booking__ds_partitioned__extract_day + , subq_32.booking__ds_partitioned__extract_dow + , subq_32.booking__ds_partitioned__extract_doy + , subq_32.booking__paid_at__day + , subq_32.booking__paid_at__week + , subq_32.booking__paid_at__month + , subq_32.booking__paid_at__quarter + , subq_32.booking__paid_at__year + , subq_32.booking__paid_at__extract_year + , subq_32.booking__paid_at__extract_quarter + , subq_32.booking__paid_at__extract_month + , subq_32.booking__paid_at__extract_day + , subq_32.booking__paid_at__extract_dow + , subq_32.booking__paid_at__extract_doy + , subq_32.metric_time__day + , subq_32.metric_time__week + , subq_32.metric_time__month + , subq_32.metric_time__quarter + , subq_32.metric_time__year + , subq_32.metric_time__extract_year + , subq_32.metric_time__extract_quarter + , subq_32.metric_time__extract_month + , subq_32.metric_time__extract_day + , subq_32.metric_time__extract_dow + , subq_32.metric_time__extract_doy + , subq_32.listing + , subq_32.guest + , subq_32.host + , subq_32.booking__listing + , subq_32.booking__guest + , subq_32.booking__host + , subq_32.is_instant + , subq_32.booking__is_instant + , subq_32.bookings + , subq_32.instant_bookings + , subq_32.booking_value + , subq_32.max_booking_value + , subq_32.min_booking_value + , subq_32.bookers + , subq_32.average_booking_value + , subq_32.referred_bookings + , subq_32.median_booking_value + , subq_32.booking_value_p99 + , subq_32.discrete_booking_value_p99 + , subq_32.approximate_continuous_booking_value_p99 + , subq_32.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_12 - ) subq_13 - ) subq_14 + subq_31.ds__day + , subq_31.ds__week + , subq_31.ds__month + , subq_31.ds__quarter + , subq_31.ds__year + , subq_31.ds__extract_year + , subq_31.ds__extract_quarter + , subq_31.ds__extract_month + , subq_31.ds__extract_day + , subq_31.ds__extract_dow + , subq_31.ds__extract_doy + , subq_31.ds_partitioned__day + , subq_31.ds_partitioned__week + , subq_31.ds_partitioned__month + , subq_31.ds_partitioned__quarter + , subq_31.ds_partitioned__year + , subq_31.ds_partitioned__extract_year + , subq_31.ds_partitioned__extract_quarter + , subq_31.ds_partitioned__extract_month + , subq_31.ds_partitioned__extract_day + , subq_31.ds_partitioned__extract_dow + , subq_31.ds_partitioned__extract_doy + , subq_31.paid_at__day + , subq_31.paid_at__week + , subq_31.paid_at__month + , subq_31.paid_at__quarter + , subq_31.paid_at__year + , subq_31.paid_at__extract_year + , subq_31.paid_at__extract_quarter + , subq_31.paid_at__extract_month + , subq_31.paid_at__extract_day + , subq_31.paid_at__extract_dow + , subq_31.paid_at__extract_doy + , subq_31.booking__ds__day + , subq_31.booking__ds__week + , subq_31.booking__ds__month + , subq_31.booking__ds__quarter + , subq_31.booking__ds__year + , subq_31.booking__ds__extract_year + , subq_31.booking__ds__extract_quarter + , subq_31.booking__ds__extract_month + , subq_31.booking__ds__extract_day + , subq_31.booking__ds__extract_dow + , subq_31.booking__ds__extract_doy + , subq_31.booking__ds_partitioned__day + , subq_31.booking__ds_partitioned__week + , subq_31.booking__ds_partitioned__month + , subq_31.booking__ds_partitioned__quarter + , subq_31.booking__ds_partitioned__year + , subq_31.booking__ds_partitioned__extract_year + , subq_31.booking__ds_partitioned__extract_quarter + , subq_31.booking__ds_partitioned__extract_month + , subq_31.booking__ds_partitioned__extract_day + , subq_31.booking__ds_partitioned__extract_dow + , subq_31.booking__ds_partitioned__extract_doy + , subq_31.booking__paid_at__day + , subq_31.booking__paid_at__week + , subq_31.booking__paid_at__month + , subq_31.booking__paid_at__quarter + , subq_31.booking__paid_at__year + , subq_31.booking__paid_at__extract_year + , subq_31.booking__paid_at__extract_quarter + , subq_31.booking__paid_at__extract_month + , subq_31.booking__paid_at__extract_day + , subq_31.booking__paid_at__extract_dow + , subq_31.booking__paid_at__extract_doy + , subq_31.ds__day AS metric_time__day + , subq_31.ds__week AS metric_time__week + , subq_31.ds__month AS metric_time__month + , subq_31.ds__quarter AS metric_time__quarter + , subq_31.ds__year AS metric_time__year + , subq_31.ds__extract_year AS metric_time__extract_year + , subq_31.ds__extract_quarter AS metric_time__extract_quarter + , subq_31.ds__extract_month AS metric_time__extract_month + , subq_31.ds__extract_day AS metric_time__extract_day + , subq_31.ds__extract_dow AS metric_time__extract_dow + , subq_31.ds__extract_doy AS metric_time__extract_doy + , subq_31.listing + , subq_31.guest + , subq_31.host + , subq_31.booking__listing + , subq_31.booking__guest + , subq_31.booking__host + , subq_31.is_instant + , subq_31.booking__is_instant + , subq_31.bookings + , subq_31.instant_bookings + , subq_31.booking_value + , subq_31.max_booking_value + , subq_31.min_booking_value + , subq_31.bookers + , subq_31.average_booking_value + , subq_31.referred_bookings + , subq_31.median_booking_value + , subq_31.booking_value_p99 + , subq_31.discrete_booking_value_p99 + , subq_31.approximate_continuous_booking_value_p99 + , subq_31.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_31 + ) subq_32 + WHERE booking__is_instant + ) subq_33 + ) subq_34 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_16.listing - , subq_16.is_lux_latest + subq_36.listing + , subq_36.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_15.ds__day - , subq_15.ds__week - , subq_15.ds__month - , subq_15.ds__quarter - , subq_15.ds__year - , subq_15.ds__extract_year - , subq_15.ds__extract_quarter - , subq_15.ds__extract_month - , subq_15.ds__extract_day - , subq_15.ds__extract_dow - , subq_15.ds__extract_doy - , subq_15.created_at__day - , subq_15.created_at__week - , subq_15.created_at__month - , subq_15.created_at__quarter - , subq_15.created_at__year - , subq_15.created_at__extract_year - , subq_15.created_at__extract_quarter - , subq_15.created_at__extract_month - , subq_15.created_at__extract_day - , subq_15.created_at__extract_dow - , subq_15.created_at__extract_doy - , subq_15.listing__ds__day - , subq_15.listing__ds__week - , subq_15.listing__ds__month - , subq_15.listing__ds__quarter - , subq_15.listing__ds__year - , subq_15.listing__ds__extract_year - , subq_15.listing__ds__extract_quarter - , subq_15.listing__ds__extract_month - , subq_15.listing__ds__extract_day - , subq_15.listing__ds__extract_dow - , subq_15.listing__ds__extract_doy - , subq_15.listing__created_at__day - , subq_15.listing__created_at__week - , subq_15.listing__created_at__month - , subq_15.listing__created_at__quarter - , subq_15.listing__created_at__year - , subq_15.listing__created_at__extract_year - , subq_15.listing__created_at__extract_quarter - , subq_15.listing__created_at__extract_month - , subq_15.listing__created_at__extract_day - , subq_15.listing__created_at__extract_dow - , subq_15.listing__created_at__extract_doy - , subq_15.ds__day AS metric_time__day - , subq_15.ds__week AS metric_time__week - , subq_15.ds__month AS metric_time__month - , subq_15.ds__quarter AS metric_time__quarter - , subq_15.ds__year AS metric_time__year - , subq_15.ds__extract_year AS metric_time__extract_year - , subq_15.ds__extract_quarter AS metric_time__extract_quarter - , subq_15.ds__extract_month AS metric_time__extract_month - , subq_15.ds__extract_day AS metric_time__extract_day - , subq_15.ds__extract_dow AS metric_time__extract_dow - , subq_15.ds__extract_doy AS metric_time__extract_doy - , subq_15.listing - , subq_15.user - , subq_15.listing__user - , subq_15.country_latest - , subq_15.is_lux_latest - , subq_15.capacity_latest - , subq_15.listing__country_latest - , subq_15.listing__is_lux_latest - , subq_15.listing__capacity_latest - , subq_15.listings - , subq_15.largest_listing - , subq_15.smallest_listing + subq_35.ds__day + , subq_35.ds__week + , subq_35.ds__month + , subq_35.ds__quarter + , subq_35.ds__year + , subq_35.ds__extract_year + , subq_35.ds__extract_quarter + , subq_35.ds__extract_month + , subq_35.ds__extract_day + , subq_35.ds__extract_dow + , subq_35.ds__extract_doy + , subq_35.created_at__day + , subq_35.created_at__week + , subq_35.created_at__month + , subq_35.created_at__quarter + , subq_35.created_at__year + , subq_35.created_at__extract_year + , subq_35.created_at__extract_quarter + , subq_35.created_at__extract_month + , subq_35.created_at__extract_day + , subq_35.created_at__extract_dow + , subq_35.created_at__extract_doy + , subq_35.listing__ds__day + , subq_35.listing__ds__week + , subq_35.listing__ds__month + , subq_35.listing__ds__quarter + , subq_35.listing__ds__year + , subq_35.listing__ds__extract_year + , subq_35.listing__ds__extract_quarter + , subq_35.listing__ds__extract_month + , subq_35.listing__ds__extract_day + , subq_35.listing__ds__extract_dow + , subq_35.listing__ds__extract_doy + , subq_35.listing__created_at__day + , subq_35.listing__created_at__week + , subq_35.listing__created_at__month + , subq_35.listing__created_at__quarter + , subq_35.listing__created_at__year + , subq_35.listing__created_at__extract_year + , subq_35.listing__created_at__extract_quarter + , subq_35.listing__created_at__extract_month + , subq_35.listing__created_at__extract_day + , subq_35.listing__created_at__extract_dow + , subq_35.listing__created_at__extract_doy + , subq_35.ds__day AS metric_time__day + , subq_35.ds__week AS metric_time__week + , subq_35.ds__month AS metric_time__month + , subq_35.ds__quarter AS metric_time__quarter + , subq_35.ds__year AS metric_time__year + , subq_35.ds__extract_year AS metric_time__extract_year + , subq_35.ds__extract_quarter AS metric_time__extract_quarter + , subq_35.ds__extract_month AS metric_time__extract_month + , subq_35.ds__extract_day AS metric_time__extract_day + , subq_35.ds__extract_dow AS metric_time__extract_dow + , subq_35.ds__extract_doy AS metric_time__extract_doy + , subq_35.listing + , subq_35.user + , subq_35.listing__user + , subq_35.country_latest + , subq_35.is_lux_latest + , subq_35.capacity_latest + , subq_35.listing__country_latest + , subq_35.listing__is_lux_latest + , subq_35.listing__capacity_latest + , subq_35.listings + , subq_35.largest_listing + , subq_35.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -759,240 +965,343 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_15 - ) subq_16 - ) subq_17 + ) subq_35 + ) subq_36 + ) subq_37 ON - subq_14.listing = subq_17.listing - ) subq_18 - ) subq_19 + subq_34.listing = subq_37.listing + ) subq_38 + ) subq_39 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_20 - ) subq_21 - ) subq_22 - ) subq_23 + ) subq_40 + ) subq_41 + ) subq_42 + ) subq_43 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_29.booking_value + subq_50.booking_value FROM ( -- Aggregate Measures SELECT - SUM(subq_28.booking_value) AS booking_value + SUM(subq_49.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value',] SELECT - subq_27.booking_value + subq_48.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_26.booking__is_instant - , subq_26.booking_value + subq_47.booking__is_instant + , subq_47.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - subq_25.booking__is_instant - , subq_25.booking_value + subq_46.booking__is_instant + , subq_46.booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_24.ds__day - , subq_24.ds__week - , subq_24.ds__month - , subq_24.ds__quarter - , subq_24.ds__year - , subq_24.ds__extract_year - , subq_24.ds__extract_quarter - , subq_24.ds__extract_month - , subq_24.ds__extract_day - , subq_24.ds__extract_dow - , subq_24.ds__extract_doy - , subq_24.ds_partitioned__day - , subq_24.ds_partitioned__week - , subq_24.ds_partitioned__month - , subq_24.ds_partitioned__quarter - , subq_24.ds_partitioned__year - , subq_24.ds_partitioned__extract_year - , subq_24.ds_partitioned__extract_quarter - , subq_24.ds_partitioned__extract_month - , subq_24.ds_partitioned__extract_day - , subq_24.ds_partitioned__extract_dow - , subq_24.ds_partitioned__extract_doy - , subq_24.paid_at__day - , subq_24.paid_at__week - , subq_24.paid_at__month - , subq_24.paid_at__quarter - , subq_24.paid_at__year - , subq_24.paid_at__extract_year - , subq_24.paid_at__extract_quarter - , subq_24.paid_at__extract_month - , subq_24.paid_at__extract_day - , subq_24.paid_at__extract_dow - , subq_24.paid_at__extract_doy - , subq_24.booking__ds__day - , subq_24.booking__ds__week - , subq_24.booking__ds__month - , subq_24.booking__ds__quarter - , subq_24.booking__ds__year - , subq_24.booking__ds__extract_year - , subq_24.booking__ds__extract_quarter - , subq_24.booking__ds__extract_month - , subq_24.booking__ds__extract_day - , subq_24.booking__ds__extract_dow - , subq_24.booking__ds__extract_doy - , subq_24.booking__ds_partitioned__day - , subq_24.booking__ds_partitioned__week - , subq_24.booking__ds_partitioned__month - , subq_24.booking__ds_partitioned__quarter - , subq_24.booking__ds_partitioned__year - , subq_24.booking__ds_partitioned__extract_year - , subq_24.booking__ds_partitioned__extract_quarter - , subq_24.booking__ds_partitioned__extract_month - , subq_24.booking__ds_partitioned__extract_day - , subq_24.booking__ds_partitioned__extract_dow - , subq_24.booking__ds_partitioned__extract_doy - , subq_24.booking__paid_at__day - , subq_24.booking__paid_at__week - , subq_24.booking__paid_at__month - , subq_24.booking__paid_at__quarter - , subq_24.booking__paid_at__year - , subq_24.booking__paid_at__extract_year - , subq_24.booking__paid_at__extract_quarter - , subq_24.booking__paid_at__extract_month - , subq_24.booking__paid_at__extract_day - , subq_24.booking__paid_at__extract_dow - , subq_24.booking__paid_at__extract_doy - , subq_24.ds__day AS metric_time__day - , subq_24.ds__week AS metric_time__week - , subq_24.ds__month AS metric_time__month - , subq_24.ds__quarter AS metric_time__quarter - , subq_24.ds__year AS metric_time__year - , subq_24.ds__extract_year AS metric_time__extract_year - , subq_24.ds__extract_quarter AS metric_time__extract_quarter - , subq_24.ds__extract_month AS metric_time__extract_month - , subq_24.ds__extract_day AS metric_time__extract_day - , subq_24.ds__extract_dow AS metric_time__extract_dow - , subq_24.ds__extract_doy AS metric_time__extract_doy - , subq_24.listing - , subq_24.guest - , subq_24.host - , subq_24.booking__listing - , subq_24.booking__guest - , subq_24.booking__host - , subq_24.is_instant - , subq_24.booking__is_instant - , subq_24.bookings - , subq_24.instant_bookings - , subq_24.booking_value - , subq_24.max_booking_value - , subq_24.min_booking_value - , subq_24.bookers - , subq_24.average_booking_value - , subq_24.referred_bookings - , subq_24.median_booking_value - , subq_24.booking_value_p99 - , subq_24.discrete_booking_value_p99 - , subq_24.approximate_continuous_booking_value_p99 - , subq_24.approximate_discrete_booking_value_p99 + subq_45.ds__day + , subq_45.ds__week + , subq_45.ds__month + , subq_45.ds__quarter + , subq_45.ds__year + , subq_45.ds__extract_year + , subq_45.ds__extract_quarter + , subq_45.ds__extract_month + , subq_45.ds__extract_day + , subq_45.ds__extract_dow + , subq_45.ds__extract_doy + , subq_45.ds_partitioned__day + , subq_45.ds_partitioned__week + , subq_45.ds_partitioned__month + , subq_45.ds_partitioned__quarter + , subq_45.ds_partitioned__year + , subq_45.ds_partitioned__extract_year + , subq_45.ds_partitioned__extract_quarter + , subq_45.ds_partitioned__extract_month + , subq_45.ds_partitioned__extract_day + , subq_45.ds_partitioned__extract_dow + , subq_45.ds_partitioned__extract_doy + , subq_45.paid_at__day + , subq_45.paid_at__week + , subq_45.paid_at__month + , subq_45.paid_at__quarter + , subq_45.paid_at__year + , subq_45.paid_at__extract_year + , subq_45.paid_at__extract_quarter + , subq_45.paid_at__extract_month + , subq_45.paid_at__extract_day + , subq_45.paid_at__extract_dow + , subq_45.paid_at__extract_doy + , subq_45.booking__ds__day + , subq_45.booking__ds__week + , subq_45.booking__ds__month + , subq_45.booking__ds__quarter + , subq_45.booking__ds__year + , subq_45.booking__ds__extract_year + , subq_45.booking__ds__extract_quarter + , subq_45.booking__ds__extract_month + , subq_45.booking__ds__extract_day + , subq_45.booking__ds__extract_dow + , subq_45.booking__ds__extract_doy + , subq_45.booking__ds_partitioned__day + , subq_45.booking__ds_partitioned__week + , subq_45.booking__ds_partitioned__month + , subq_45.booking__ds_partitioned__quarter + , subq_45.booking__ds_partitioned__year + , subq_45.booking__ds_partitioned__extract_year + , subq_45.booking__ds_partitioned__extract_quarter + , subq_45.booking__ds_partitioned__extract_month + , subq_45.booking__ds_partitioned__extract_day + , subq_45.booking__ds_partitioned__extract_dow + , subq_45.booking__ds_partitioned__extract_doy + , subq_45.booking__paid_at__day + , subq_45.booking__paid_at__week + , subq_45.booking__paid_at__month + , subq_45.booking__paid_at__quarter + , subq_45.booking__paid_at__year + , subq_45.booking__paid_at__extract_year + , subq_45.booking__paid_at__extract_quarter + , subq_45.booking__paid_at__extract_month + , subq_45.booking__paid_at__extract_day + , subq_45.booking__paid_at__extract_dow + , subq_45.booking__paid_at__extract_doy + , subq_45.metric_time__day + , subq_45.metric_time__week + , subq_45.metric_time__month + , subq_45.metric_time__quarter + , subq_45.metric_time__year + , subq_45.metric_time__extract_year + , subq_45.metric_time__extract_quarter + , subq_45.metric_time__extract_month + , subq_45.metric_time__extract_day + , subq_45.metric_time__extract_dow + , subq_45.metric_time__extract_doy + , subq_45.listing + , subq_45.guest + , subq_45.host + , subq_45.booking__listing + , subq_45.booking__guest + , subq_45.booking__host + , subq_45.is_instant + , subq_45.booking__is_instant + , subq_45.bookings + , subq_45.instant_bookings + , subq_45.booking_value + , subq_45.max_booking_value + , subq_45.min_booking_value + , subq_45.bookers + , subq_45.average_booking_value + , subq_45.referred_bookings + , subq_45.median_booking_value + , subq_45.booking_value_p99 + , subq_45.discrete_booking_value_p99 + , subq_45.approximate_continuous_booking_value_p99 + , subq_45.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_24 - ) subq_25 - ) subq_26 + subq_44.ds__day + , subq_44.ds__week + , subq_44.ds__month + , subq_44.ds__quarter + , subq_44.ds__year + , subq_44.ds__extract_year + , subq_44.ds__extract_quarter + , subq_44.ds__extract_month + , subq_44.ds__extract_day + , subq_44.ds__extract_dow + , subq_44.ds__extract_doy + , subq_44.ds_partitioned__day + , subq_44.ds_partitioned__week + , subq_44.ds_partitioned__month + , subq_44.ds_partitioned__quarter + , subq_44.ds_partitioned__year + , subq_44.ds_partitioned__extract_year + , subq_44.ds_partitioned__extract_quarter + , subq_44.ds_partitioned__extract_month + , subq_44.ds_partitioned__extract_day + , subq_44.ds_partitioned__extract_dow + , subq_44.ds_partitioned__extract_doy + , subq_44.paid_at__day + , subq_44.paid_at__week + , subq_44.paid_at__month + , subq_44.paid_at__quarter + , subq_44.paid_at__year + , subq_44.paid_at__extract_year + , subq_44.paid_at__extract_quarter + , subq_44.paid_at__extract_month + , subq_44.paid_at__extract_day + , subq_44.paid_at__extract_dow + , subq_44.paid_at__extract_doy + , subq_44.booking__ds__day + , subq_44.booking__ds__week + , subq_44.booking__ds__month + , subq_44.booking__ds__quarter + , subq_44.booking__ds__year + , subq_44.booking__ds__extract_year + , subq_44.booking__ds__extract_quarter + , subq_44.booking__ds__extract_month + , subq_44.booking__ds__extract_day + , subq_44.booking__ds__extract_dow + , subq_44.booking__ds__extract_doy + , subq_44.booking__ds_partitioned__day + , subq_44.booking__ds_partitioned__week + , subq_44.booking__ds_partitioned__month + , subq_44.booking__ds_partitioned__quarter + , subq_44.booking__ds_partitioned__year + , subq_44.booking__ds_partitioned__extract_year + , subq_44.booking__ds_partitioned__extract_quarter + , subq_44.booking__ds_partitioned__extract_month + , subq_44.booking__ds_partitioned__extract_day + , subq_44.booking__ds_partitioned__extract_dow + , subq_44.booking__ds_partitioned__extract_doy + , subq_44.booking__paid_at__day + , subq_44.booking__paid_at__week + , subq_44.booking__paid_at__month + , subq_44.booking__paid_at__quarter + , subq_44.booking__paid_at__year + , subq_44.booking__paid_at__extract_year + , subq_44.booking__paid_at__extract_quarter + , subq_44.booking__paid_at__extract_month + , subq_44.booking__paid_at__extract_day + , subq_44.booking__paid_at__extract_dow + , subq_44.booking__paid_at__extract_doy + , subq_44.ds__day AS metric_time__day + , subq_44.ds__week AS metric_time__week + , subq_44.ds__month AS metric_time__month + , subq_44.ds__quarter AS metric_time__quarter + , subq_44.ds__year AS metric_time__year + , subq_44.ds__extract_year AS metric_time__extract_year + , subq_44.ds__extract_quarter AS metric_time__extract_quarter + , subq_44.ds__extract_month AS metric_time__extract_month + , subq_44.ds__extract_day AS metric_time__extract_day + , subq_44.ds__extract_dow AS metric_time__extract_dow + , subq_44.ds__extract_doy AS metric_time__extract_doy + , subq_44.listing + , subq_44.guest + , subq_44.host + , subq_44.booking__listing + , subq_44.booking__guest + , subq_44.booking__host + , subq_44.is_instant + , subq_44.booking__is_instant + , subq_44.bookings + , subq_44.instant_bookings + , subq_44.booking_value + , subq_44.max_booking_value + , subq_44.min_booking_value + , subq_44.bookers + , subq_44.average_booking_value + , subq_44.referred_bookings + , subq_44.median_booking_value + , subq_44.booking_value_p99 + , subq_44.discrete_booking_value_p99 + , subq_44.approximate_continuous_booking_value_p99 + , subq_44.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_44 + ) subq_45 + WHERE booking__is_instant + ) subq_46 + ) subq_47 WHERE booking__is_instant - ) subq_27 - ) subq_28 - ) subq_29 - ) subq_30 - ) subq_31 -) subq_32 + ) subq_48 + ) subq_49 + ) subq_50 + ) subq_51 + ) subq_52 +) subq_53 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Trino/test_nested_filters__plan0_optimized.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Trino/test_nested_filters__plan0_optimized.sql index a73bfea928..a0fdc735bd 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Trino/test_nested_filters__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Trino/test_nested_filters__plan0_optimized.sql @@ -8,9 +8,9 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_44.average_booking_value) AS average_booking_value - , MAX(subq_56.bookings) AS bookings - , MAX(subq_63.booking_value) AS booking_value + MAX(subq_66.average_booking_value) AS average_booking_value + , MAX(subq_79.bookings) AS bookings + , MAX(subq_87.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value',] @@ -22,17 +22,34 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - bookings_source_src_28000.is_instant AS booking__is_instant + subq_57.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , bookings_source_src_28000.booking_value AS average_booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 + , subq_57.average_booking_value AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] + SELECT + listing + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_55 + WHERE booking__is_instant + ) subq_57 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - bookings_source_src_28000.listing_id = listings_latest_src_28000.listing_id - ) subq_40 + subq_57.listing = listings_latest_src_28000.listing_id + ) subq_62 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_44 + ) subq_66 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings',] @@ -44,26 +61,34 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_47.booking__is_instant AS booking__is_instant + subq_70.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_47.bookings AS bookings + , subq_70.bookings AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - listing_id AS listing - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_47 + listing + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_68 + WHERE booking__is_instant + ) subq_70 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_47.listing = listings_latest_src_28000.listing_id - ) subq_52 + subq_70.listing = listings_latest_src_28000.listing_id + ) subq_75 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_56 + ) subq_79 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value',] @@ -72,15 +97,22 @@ FROM ( SELECT SUM(booking_value) AS booking_value FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - is_instant AS booking__is_instant + booking__is_instant , booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_59 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + is_instant AS booking__is_instant + , booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_81 + WHERE booking__is_instant + ) subq_83 WHERE booking__is_instant - ) subq_63 - ) subq_64 -) subq_65 + ) subq_87 + ) subq_88 +) subq_89 diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/BigQuery/test_dimension_values_with_a_join_and_a_filter__plan0.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/BigQuery/test_dimension_values_with_a_join_and_a_filter__plan0.sql index 0fa51d4648..3d89c88282 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/BigQuery/test_dimension_values_with_a_join_and_a_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/BigQuery/test_dimension_values_with_a_join_and_a_filter__plan0.sql @@ -1,127 +1,127 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest'] SELECT - subq_4.listing__is_lux_latest - , subq_4.user__home_state_latest + subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.user__home_state_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_0.ds__day AS ds__day - , subq_0.ds__week AS ds__week - , subq_0.ds__month AS ds__month - , subq_0.ds__quarter AS ds__quarter - , subq_0.ds__year AS ds__year - , subq_0.ds__extract_year AS ds__extract_year - , subq_0.ds__extract_quarter AS ds__extract_quarter - , subq_0.ds__extract_month AS ds__extract_month - , subq_0.ds__extract_day AS ds__extract_day - , subq_0.ds__extract_dow AS ds__extract_dow - , subq_0.ds__extract_doy AS ds__extract_doy - , subq_0.created_at__day AS created_at__day - , subq_0.created_at__week AS created_at__week - , subq_0.created_at__month AS created_at__month - , subq_0.created_at__quarter AS created_at__quarter - , subq_0.created_at__year AS created_at__year - , subq_0.created_at__extract_year AS created_at__extract_year - , subq_0.created_at__extract_quarter AS created_at__extract_quarter - , subq_0.created_at__extract_month AS created_at__extract_month - , subq_0.created_at__extract_day AS created_at__extract_day - , subq_0.created_at__extract_dow AS created_at__extract_dow - , subq_0.created_at__extract_doy AS created_at__extract_doy - , subq_0.listing__ds__day AS listing__ds__day - , subq_0.listing__ds__week AS listing__ds__week - , subq_0.listing__ds__month AS listing__ds__month - , subq_0.listing__ds__quarter AS listing__ds__quarter - , subq_0.listing__ds__year AS listing__ds__year - , subq_0.listing__ds__extract_year AS listing__ds__extract_year - , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_0.listing__ds__extract_month AS listing__ds__extract_month - , subq_0.listing__ds__extract_day AS listing__ds__extract_day - , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_0.listing__created_at__day AS listing__created_at__day - , subq_0.listing__created_at__week AS listing__created_at__week - , subq_0.listing__created_at__month AS listing__created_at__month - , subq_0.listing__created_at__quarter AS listing__created_at__quarter - , subq_0.listing__created_at__year AS listing__created_at__year - , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_0.listing AS listing - , subq_0.user AS user - , subq_0.listing__user AS listing__user - , subq_0.country_latest AS country_latest - , subq_0.is_lux_latest AS is_lux_latest - , subq_0.capacity_latest AS capacity_latest - , subq_0.listing__country_latest AS listing__country_latest - , subq_0.listing__is_lux_latest AS listing__is_lux_latest - , subq_0.listing__capacity_latest AS listing__capacity_latest - , subq_2.home_state_latest AS user__home_state_latest - , subq_0.listings AS listings - , subq_0.largest_listing AS largest_listing - , subq_0.smallest_listing AS smallest_listing + subq_2.ds__day AS ds__day + , subq_2.ds__week AS ds__week + , subq_2.ds__month AS ds__month + , subq_2.ds__quarter AS ds__quarter + , subq_2.ds__year AS ds__year + , subq_2.ds__extract_year AS ds__extract_year + , subq_2.ds__extract_quarter AS ds__extract_quarter + , subq_2.ds__extract_month AS ds__extract_month + , subq_2.ds__extract_day AS ds__extract_day + , subq_2.ds__extract_dow AS ds__extract_dow + , subq_2.ds__extract_doy AS ds__extract_doy + , subq_2.created_at__day AS created_at__day + , subq_2.created_at__week AS created_at__week + , subq_2.created_at__month AS created_at__month + , subq_2.created_at__quarter AS created_at__quarter + , subq_2.created_at__year AS created_at__year + , subq_2.created_at__extract_year AS created_at__extract_year + , subq_2.created_at__extract_quarter AS created_at__extract_quarter + , subq_2.created_at__extract_month AS created_at__extract_month + , subq_2.created_at__extract_day AS created_at__extract_day + , subq_2.created_at__extract_dow AS created_at__extract_dow + , subq_2.created_at__extract_doy AS created_at__extract_doy + , subq_2.listing__ds__day AS listing__ds__day + , subq_2.listing__ds__week AS listing__ds__week + , subq_2.listing__ds__month AS listing__ds__month + , subq_2.listing__ds__quarter AS listing__ds__quarter + , subq_2.listing__ds__year AS listing__ds__year + , subq_2.listing__ds__extract_year AS listing__ds__extract_year + , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_2.listing__ds__extract_month AS listing__ds__extract_month + , subq_2.listing__ds__extract_day AS listing__ds__extract_day + , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_2.listing__created_at__day AS listing__created_at__day + , subq_2.listing__created_at__week AS listing__created_at__week + , subq_2.listing__created_at__month AS listing__created_at__month + , subq_2.listing__created_at__quarter AS listing__created_at__quarter + , subq_2.listing__created_at__year AS listing__created_at__year + , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_2.listing AS listing + , subq_2.user AS user + , subq_2.listing__user AS listing__user + , subq_2.country_latest AS country_latest + , subq_2.is_lux_latest AS is_lux_latest + , subq_2.capacity_latest AS capacity_latest + , subq_2.listing__country_latest AS listing__country_latest + , subq_2.listing__is_lux_latest AS listing__is_lux_latest + , subq_2.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_2.listings AS listings + , subq_2.largest_listing AS largest_listing + , subq_2.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -182,48 +182,78 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + ) subq_2 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_1.user - , subq_1.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( - -- Read Elements From Semantic Model 'users_latest' + -- Constrain Output with WHERE SELECT - DATETIME_TRUNC(users_latest_src_28000.ds, day) AS ds_latest__day - , DATETIME_TRUNC(users_latest_src_28000.ds, isoweek) AS ds_latest__week - , DATETIME_TRUNC(users_latest_src_28000.ds, month) AS ds_latest__month - , DATETIME_TRUNC(users_latest_src_28000.ds, quarter) AS ds_latest__quarter - , DATETIME_TRUNC(users_latest_src_28000.ds, year) AS ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day - , IF(EXTRACT(dayofweek FROM users_latest_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM users_latest_src_28000.ds) - 1) AS ds_latest__extract_dow - , EXTRACT(dayofyear FROM users_latest_src_28000.ds) AS ds_latest__extract_doy - , users_latest_src_28000.home_state_latest - , DATETIME_TRUNC(users_latest_src_28000.ds, day) AS user__ds_latest__day - , DATETIME_TRUNC(users_latest_src_28000.ds, isoweek) AS user__ds_latest__week - , DATETIME_TRUNC(users_latest_src_28000.ds, month) AS user__ds_latest__month - , DATETIME_TRUNC(users_latest_src_28000.ds, quarter) AS user__ds_latest__quarter - , DATETIME_TRUNC(users_latest_src_28000.ds, year) AS user__ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day - , IF(EXTRACT(dayofweek FROM users_latest_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM users_latest_src_28000.ds) - 1) AS user__ds_latest__extract_dow - , EXTRACT(dayofyear FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy - , users_latest_src_28000.home_state_latest AS user__home_state_latest - , users_latest_src_28000.user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_1 - ) subq_2 + subq_3.ds_latest__day + , subq_3.ds_latest__week + , subq_3.ds_latest__month + , subq_3.ds_latest__quarter + , subq_3.ds_latest__year + , subq_3.ds_latest__extract_year + , subq_3.ds_latest__extract_quarter + , subq_3.ds_latest__extract_month + , subq_3.ds_latest__extract_day + , subq_3.ds_latest__extract_dow + , subq_3.ds_latest__extract_doy + , subq_3.user__ds_latest__day + , subq_3.user__ds_latest__week + , subq_3.user__ds_latest__month + , subq_3.user__ds_latest__quarter + , subq_3.user__ds_latest__year + , subq_3.user__ds_latest__extract_year + , subq_3.user__ds_latest__extract_quarter + , subq_3.user__ds_latest__extract_month + , subq_3.user__ds_latest__extract_day + , subq_3.user__ds_latest__extract_dow + , subq_3.user__ds_latest__extract_doy + , subq_3.user + , subq_3.home_state_latest + , subq_3.user__home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATETIME_TRUNC(users_latest_src_28000.ds, day) AS ds_latest__day + , DATETIME_TRUNC(users_latest_src_28000.ds, isoweek) AS ds_latest__week + , DATETIME_TRUNC(users_latest_src_28000.ds, month) AS ds_latest__month + , DATETIME_TRUNC(users_latest_src_28000.ds, quarter) AS ds_latest__quarter + , DATETIME_TRUNC(users_latest_src_28000.ds, year) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , IF(EXTRACT(dayofweek FROM users_latest_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM users_latest_src_28000.ds) - 1) AS ds_latest__extract_dow + , EXTRACT(dayofyear FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATETIME_TRUNC(users_latest_src_28000.ds, day) AS user__ds_latest__day + , DATETIME_TRUNC(users_latest_src_28000.ds, isoweek) AS user__ds_latest__week + , DATETIME_TRUNC(users_latest_src_28000.ds, month) AS user__ds_latest__month + , DATETIME_TRUNC(users_latest_src_28000.ds, quarter) AS user__ds_latest__quarter + , DATETIME_TRUNC(users_latest_src_28000.ds, year) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , IF(EXTRACT(dayofweek FROM users_latest_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM users_latest_src_28000.ds) - 1) AS user__ds_latest__extract_dow + , EXTRACT(dayofyear FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + WHERE user__home_state_latest = 'us' + ) subq_4 + ) subq_5 ON - subq_0.user = subq_2.user - ) subq_3 + subq_2.user = subq_5.user + ) subq_6 WHERE user__home_state_latest = 'us' -) subq_4 +) subq_7 GROUP BY listing__is_lux_latest , user__home_state_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/BigQuery/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/BigQuery/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql index e54eaffeb6..c77b46c217 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/BigQuery/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/BigQuery/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql @@ -7,13 +7,27 @@ FROM ( -- Join Standard Outputs SELECT listings_latest_src_28000.is_lux AS listing__is_lux_latest - , users_latest_src_28000.home_state_latest AS user__home_state_latest + , subq_11.home_state_latest AS user__home_state_latest FROM ***************************.dim_listings_latest listings_latest_src_28000 - FULL OUTER JOIN - ***************************.dim_users_latest users_latest_src_28000 + FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_9.user + , home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + home_state_latest + , home_state_latest AS user__home_state_latest + , user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_9 + WHERE user__home_state_latest = 'us' + ) subq_11 ON - listings_latest_src_28000.user_id = users_latest_src_28000.user_id -) subq_8 + listings_latest_src_28000.user_id = subq_11.user +) subq_12 WHERE user__home_state_latest = 'us' GROUP BY listing__is_lux_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Databricks/test_dimension_values_with_a_join_and_a_filter__plan0.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Databricks/test_dimension_values_with_a_join_and_a_filter__plan0.sql index 90b66576dd..88bb3740a1 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Databricks/test_dimension_values_with_a_join_and_a_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Databricks/test_dimension_values_with_a_join_and_a_filter__plan0.sql @@ -1,127 +1,127 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest'] SELECT - subq_4.listing__is_lux_latest - , subq_4.user__home_state_latest + subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.user__home_state_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_0.ds__day AS ds__day - , subq_0.ds__week AS ds__week - , subq_0.ds__month AS ds__month - , subq_0.ds__quarter AS ds__quarter - , subq_0.ds__year AS ds__year - , subq_0.ds__extract_year AS ds__extract_year - , subq_0.ds__extract_quarter AS ds__extract_quarter - , subq_0.ds__extract_month AS ds__extract_month - , subq_0.ds__extract_day AS ds__extract_day - , subq_0.ds__extract_dow AS ds__extract_dow - , subq_0.ds__extract_doy AS ds__extract_doy - , subq_0.created_at__day AS created_at__day - , subq_0.created_at__week AS created_at__week - , subq_0.created_at__month AS created_at__month - , subq_0.created_at__quarter AS created_at__quarter - , subq_0.created_at__year AS created_at__year - , subq_0.created_at__extract_year AS created_at__extract_year - , subq_0.created_at__extract_quarter AS created_at__extract_quarter - , subq_0.created_at__extract_month AS created_at__extract_month - , subq_0.created_at__extract_day AS created_at__extract_day - , subq_0.created_at__extract_dow AS created_at__extract_dow - , subq_0.created_at__extract_doy AS created_at__extract_doy - , subq_0.listing__ds__day AS listing__ds__day - , subq_0.listing__ds__week AS listing__ds__week - , subq_0.listing__ds__month AS listing__ds__month - , subq_0.listing__ds__quarter AS listing__ds__quarter - , subq_0.listing__ds__year AS listing__ds__year - , subq_0.listing__ds__extract_year AS listing__ds__extract_year - , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_0.listing__ds__extract_month AS listing__ds__extract_month - , subq_0.listing__ds__extract_day AS listing__ds__extract_day - , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_0.listing__created_at__day AS listing__created_at__day - , subq_0.listing__created_at__week AS listing__created_at__week - , subq_0.listing__created_at__month AS listing__created_at__month - , subq_0.listing__created_at__quarter AS listing__created_at__quarter - , subq_0.listing__created_at__year AS listing__created_at__year - , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_0.listing AS listing - , subq_0.user AS user - , subq_0.listing__user AS listing__user - , subq_0.country_latest AS country_latest - , subq_0.is_lux_latest AS is_lux_latest - , subq_0.capacity_latest AS capacity_latest - , subq_0.listing__country_latest AS listing__country_latest - , subq_0.listing__is_lux_latest AS listing__is_lux_latest - , subq_0.listing__capacity_latest AS listing__capacity_latest - , subq_2.home_state_latest AS user__home_state_latest - , subq_0.listings AS listings - , subq_0.largest_listing AS largest_listing - , subq_0.smallest_listing AS smallest_listing + subq_2.ds__day AS ds__day + , subq_2.ds__week AS ds__week + , subq_2.ds__month AS ds__month + , subq_2.ds__quarter AS ds__quarter + , subq_2.ds__year AS ds__year + , subq_2.ds__extract_year AS ds__extract_year + , subq_2.ds__extract_quarter AS ds__extract_quarter + , subq_2.ds__extract_month AS ds__extract_month + , subq_2.ds__extract_day AS ds__extract_day + , subq_2.ds__extract_dow AS ds__extract_dow + , subq_2.ds__extract_doy AS ds__extract_doy + , subq_2.created_at__day AS created_at__day + , subq_2.created_at__week AS created_at__week + , subq_2.created_at__month AS created_at__month + , subq_2.created_at__quarter AS created_at__quarter + , subq_2.created_at__year AS created_at__year + , subq_2.created_at__extract_year AS created_at__extract_year + , subq_2.created_at__extract_quarter AS created_at__extract_quarter + , subq_2.created_at__extract_month AS created_at__extract_month + , subq_2.created_at__extract_day AS created_at__extract_day + , subq_2.created_at__extract_dow AS created_at__extract_dow + , subq_2.created_at__extract_doy AS created_at__extract_doy + , subq_2.listing__ds__day AS listing__ds__day + , subq_2.listing__ds__week AS listing__ds__week + , subq_2.listing__ds__month AS listing__ds__month + , subq_2.listing__ds__quarter AS listing__ds__quarter + , subq_2.listing__ds__year AS listing__ds__year + , subq_2.listing__ds__extract_year AS listing__ds__extract_year + , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_2.listing__ds__extract_month AS listing__ds__extract_month + , subq_2.listing__ds__extract_day AS listing__ds__extract_day + , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_2.listing__created_at__day AS listing__created_at__day + , subq_2.listing__created_at__week AS listing__created_at__week + , subq_2.listing__created_at__month AS listing__created_at__month + , subq_2.listing__created_at__quarter AS listing__created_at__quarter + , subq_2.listing__created_at__year AS listing__created_at__year + , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_2.listing AS listing + , subq_2.user AS user + , subq_2.listing__user AS listing__user + , subq_2.country_latest AS country_latest + , subq_2.is_lux_latest AS is_lux_latest + , subq_2.capacity_latest AS capacity_latest + , subq_2.listing__country_latest AS listing__country_latest + , subq_2.listing__is_lux_latest AS listing__is_lux_latest + , subq_2.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_2.listings AS listings + , subq_2.largest_listing AS largest_listing + , subq_2.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -182,48 +182,78 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + ) subq_2 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_1.user - , subq_1.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( - -- Read Elements From Semantic Model 'users_latest' + -- Constrain Output with WHERE SELECT - DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM users_latest_src_28000.ds) AS ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy - , users_latest_src_28000.home_state_latest - , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy - , users_latest_src_28000.home_state_latest AS user__home_state_latest - , users_latest_src_28000.user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_1 - ) subq_2 + subq_3.ds_latest__day + , subq_3.ds_latest__week + , subq_3.ds_latest__month + , subq_3.ds_latest__quarter + , subq_3.ds_latest__year + , subq_3.ds_latest__extract_year + , subq_3.ds_latest__extract_quarter + , subq_3.ds_latest__extract_month + , subq_3.ds_latest__extract_day + , subq_3.ds_latest__extract_dow + , subq_3.ds_latest__extract_doy + , subq_3.user__ds_latest__day + , subq_3.user__ds_latest__week + , subq_3.user__ds_latest__month + , subq_3.user__ds_latest__quarter + , subq_3.user__ds_latest__year + , subq_3.user__ds_latest__extract_year + , subq_3.user__ds_latest__extract_quarter + , subq_3.user__ds_latest__extract_month + , subq_3.user__ds_latest__extract_day + , subq_3.user__ds_latest__extract_dow + , subq_3.user__ds_latest__extract_doy + , subq_3.user + , subq_3.home_state_latest + , subq_3.user__home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + WHERE user__home_state_latest = 'us' + ) subq_4 + ) subq_5 ON - subq_0.user = subq_2.user - ) subq_3 + subq_2.user = subq_5.user + ) subq_6 WHERE user__home_state_latest = 'us' -) subq_4 +) subq_7 GROUP BY - subq_4.listing__is_lux_latest - , subq_4.user__home_state_latest + subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Databricks/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Databricks/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql index e54eaffeb6..c77b46c217 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Databricks/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Databricks/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql @@ -7,13 +7,27 @@ FROM ( -- Join Standard Outputs SELECT listings_latest_src_28000.is_lux AS listing__is_lux_latest - , users_latest_src_28000.home_state_latest AS user__home_state_latest + , subq_11.home_state_latest AS user__home_state_latest FROM ***************************.dim_listings_latest listings_latest_src_28000 - FULL OUTER JOIN - ***************************.dim_users_latest users_latest_src_28000 + FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_9.user + , home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + home_state_latest + , home_state_latest AS user__home_state_latest + , user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_9 + WHERE user__home_state_latest = 'us' + ) subq_11 ON - listings_latest_src_28000.user_id = users_latest_src_28000.user_id -) subq_8 + listings_latest_src_28000.user_id = subq_11.user +) subq_12 WHERE user__home_state_latest = 'us' GROUP BY listing__is_lux_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Postgres/test_dimension_values_with_a_join_and_a_filter__plan0.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Postgres/test_dimension_values_with_a_join_and_a_filter__plan0.sql index d736ad0d03..77721d6e67 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Postgres/test_dimension_values_with_a_join_and_a_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Postgres/test_dimension_values_with_a_join_and_a_filter__plan0.sql @@ -1,127 +1,127 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest'] SELECT - subq_4.listing__is_lux_latest - , subq_4.user__home_state_latest + subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.user__home_state_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_0.ds__day AS ds__day - , subq_0.ds__week AS ds__week - , subq_0.ds__month AS ds__month - , subq_0.ds__quarter AS ds__quarter - , subq_0.ds__year AS ds__year - , subq_0.ds__extract_year AS ds__extract_year - , subq_0.ds__extract_quarter AS ds__extract_quarter - , subq_0.ds__extract_month AS ds__extract_month - , subq_0.ds__extract_day AS ds__extract_day - , subq_0.ds__extract_dow AS ds__extract_dow - , subq_0.ds__extract_doy AS ds__extract_doy - , subq_0.created_at__day AS created_at__day - , subq_0.created_at__week AS created_at__week - , subq_0.created_at__month AS created_at__month - , subq_0.created_at__quarter AS created_at__quarter - , subq_0.created_at__year AS created_at__year - , subq_0.created_at__extract_year AS created_at__extract_year - , subq_0.created_at__extract_quarter AS created_at__extract_quarter - , subq_0.created_at__extract_month AS created_at__extract_month - , subq_0.created_at__extract_day AS created_at__extract_day - , subq_0.created_at__extract_dow AS created_at__extract_dow - , subq_0.created_at__extract_doy AS created_at__extract_doy - , subq_0.listing__ds__day AS listing__ds__day - , subq_0.listing__ds__week AS listing__ds__week - , subq_0.listing__ds__month AS listing__ds__month - , subq_0.listing__ds__quarter AS listing__ds__quarter - , subq_0.listing__ds__year AS listing__ds__year - , subq_0.listing__ds__extract_year AS listing__ds__extract_year - , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_0.listing__ds__extract_month AS listing__ds__extract_month - , subq_0.listing__ds__extract_day AS listing__ds__extract_day - , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_0.listing__created_at__day AS listing__created_at__day - , subq_0.listing__created_at__week AS listing__created_at__week - , subq_0.listing__created_at__month AS listing__created_at__month - , subq_0.listing__created_at__quarter AS listing__created_at__quarter - , subq_0.listing__created_at__year AS listing__created_at__year - , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_0.listing AS listing - , subq_0.user AS user - , subq_0.listing__user AS listing__user - , subq_0.country_latest AS country_latest - , subq_0.is_lux_latest AS is_lux_latest - , subq_0.capacity_latest AS capacity_latest - , subq_0.listing__country_latest AS listing__country_latest - , subq_0.listing__is_lux_latest AS listing__is_lux_latest - , subq_0.listing__capacity_latest AS listing__capacity_latest - , subq_2.home_state_latest AS user__home_state_latest - , subq_0.listings AS listings - , subq_0.largest_listing AS largest_listing - , subq_0.smallest_listing AS smallest_listing + subq_2.ds__day AS ds__day + , subq_2.ds__week AS ds__week + , subq_2.ds__month AS ds__month + , subq_2.ds__quarter AS ds__quarter + , subq_2.ds__year AS ds__year + , subq_2.ds__extract_year AS ds__extract_year + , subq_2.ds__extract_quarter AS ds__extract_quarter + , subq_2.ds__extract_month AS ds__extract_month + , subq_2.ds__extract_day AS ds__extract_day + , subq_2.ds__extract_dow AS ds__extract_dow + , subq_2.ds__extract_doy AS ds__extract_doy + , subq_2.created_at__day AS created_at__day + , subq_2.created_at__week AS created_at__week + , subq_2.created_at__month AS created_at__month + , subq_2.created_at__quarter AS created_at__quarter + , subq_2.created_at__year AS created_at__year + , subq_2.created_at__extract_year AS created_at__extract_year + , subq_2.created_at__extract_quarter AS created_at__extract_quarter + , subq_2.created_at__extract_month AS created_at__extract_month + , subq_2.created_at__extract_day AS created_at__extract_day + , subq_2.created_at__extract_dow AS created_at__extract_dow + , subq_2.created_at__extract_doy AS created_at__extract_doy + , subq_2.listing__ds__day AS listing__ds__day + , subq_2.listing__ds__week AS listing__ds__week + , subq_2.listing__ds__month AS listing__ds__month + , subq_2.listing__ds__quarter AS listing__ds__quarter + , subq_2.listing__ds__year AS listing__ds__year + , subq_2.listing__ds__extract_year AS listing__ds__extract_year + , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_2.listing__ds__extract_month AS listing__ds__extract_month + , subq_2.listing__ds__extract_day AS listing__ds__extract_day + , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_2.listing__created_at__day AS listing__created_at__day + , subq_2.listing__created_at__week AS listing__created_at__week + , subq_2.listing__created_at__month AS listing__created_at__month + , subq_2.listing__created_at__quarter AS listing__created_at__quarter + , subq_2.listing__created_at__year AS listing__created_at__year + , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_2.listing AS listing + , subq_2.user AS user + , subq_2.listing__user AS listing__user + , subq_2.country_latest AS country_latest + , subq_2.is_lux_latest AS is_lux_latest + , subq_2.capacity_latest AS capacity_latest + , subq_2.listing__country_latest AS listing__country_latest + , subq_2.listing__is_lux_latest AS listing__is_lux_latest + , subq_2.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_2.listings AS listings + , subq_2.largest_listing AS largest_listing + , subq_2.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -182,48 +182,78 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + ) subq_2 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_1.user - , subq_1.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( - -- Read Elements From Semantic Model 'users_latest' + -- Constrain Output with WHERE SELECT - DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day - , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy - , users_latest_src_28000.home_state_latest - , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day - , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy - , users_latest_src_28000.home_state_latest AS user__home_state_latest - , users_latest_src_28000.user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_1 - ) subq_2 + subq_3.ds_latest__day + , subq_3.ds_latest__week + , subq_3.ds_latest__month + , subq_3.ds_latest__quarter + , subq_3.ds_latest__year + , subq_3.ds_latest__extract_year + , subq_3.ds_latest__extract_quarter + , subq_3.ds_latest__extract_month + , subq_3.ds_latest__extract_day + , subq_3.ds_latest__extract_dow + , subq_3.ds_latest__extract_doy + , subq_3.user__ds_latest__day + , subq_3.user__ds_latest__week + , subq_3.user__ds_latest__month + , subq_3.user__ds_latest__quarter + , subq_3.user__ds_latest__year + , subq_3.user__ds_latest__extract_year + , subq_3.user__ds_latest__extract_quarter + , subq_3.user__ds_latest__extract_month + , subq_3.user__ds_latest__extract_day + , subq_3.user__ds_latest__extract_dow + , subq_3.user__ds_latest__extract_doy + , subq_3.user + , subq_3.home_state_latest + , subq_3.user__home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + WHERE user__home_state_latest = 'us' + ) subq_4 + ) subq_5 ON - subq_0.user = subq_2.user - ) subq_3 + subq_2.user = subq_5.user + ) subq_6 WHERE user__home_state_latest = 'us' -) subq_4 +) subq_7 GROUP BY - subq_4.listing__is_lux_latest - , subq_4.user__home_state_latest + subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Postgres/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Postgres/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql index e54eaffeb6..c77b46c217 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Postgres/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Postgres/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql @@ -7,13 +7,27 @@ FROM ( -- Join Standard Outputs SELECT listings_latest_src_28000.is_lux AS listing__is_lux_latest - , users_latest_src_28000.home_state_latest AS user__home_state_latest + , subq_11.home_state_latest AS user__home_state_latest FROM ***************************.dim_listings_latest listings_latest_src_28000 - FULL OUTER JOIN - ***************************.dim_users_latest users_latest_src_28000 + FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_9.user + , home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + home_state_latest + , home_state_latest AS user__home_state_latest + , user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_9 + WHERE user__home_state_latest = 'us' + ) subq_11 ON - listings_latest_src_28000.user_id = users_latest_src_28000.user_id -) subq_8 + listings_latest_src_28000.user_id = subq_11.user +) subq_12 WHERE user__home_state_latest = 'us' GROUP BY listing__is_lux_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Redshift/test_dimension_values_with_a_join_and_a_filter__plan0.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Redshift/test_dimension_values_with_a_join_and_a_filter__plan0.sql index 2444ef1956..78cd0f7b4d 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Redshift/test_dimension_values_with_a_join_and_a_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Redshift/test_dimension_values_with_a_join_and_a_filter__plan0.sql @@ -1,127 +1,127 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest'] SELECT - subq_4.listing__is_lux_latest - , subq_4.user__home_state_latest + subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.user__home_state_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_0.ds__day AS ds__day - , subq_0.ds__week AS ds__week - , subq_0.ds__month AS ds__month - , subq_0.ds__quarter AS ds__quarter - , subq_0.ds__year AS ds__year - , subq_0.ds__extract_year AS ds__extract_year - , subq_0.ds__extract_quarter AS ds__extract_quarter - , subq_0.ds__extract_month AS ds__extract_month - , subq_0.ds__extract_day AS ds__extract_day - , subq_0.ds__extract_dow AS ds__extract_dow - , subq_0.ds__extract_doy AS ds__extract_doy - , subq_0.created_at__day AS created_at__day - , subq_0.created_at__week AS created_at__week - , subq_0.created_at__month AS created_at__month - , subq_0.created_at__quarter AS created_at__quarter - , subq_0.created_at__year AS created_at__year - , subq_0.created_at__extract_year AS created_at__extract_year - , subq_0.created_at__extract_quarter AS created_at__extract_quarter - , subq_0.created_at__extract_month AS created_at__extract_month - , subq_0.created_at__extract_day AS created_at__extract_day - , subq_0.created_at__extract_dow AS created_at__extract_dow - , subq_0.created_at__extract_doy AS created_at__extract_doy - , subq_0.listing__ds__day AS listing__ds__day - , subq_0.listing__ds__week AS listing__ds__week - , subq_0.listing__ds__month AS listing__ds__month - , subq_0.listing__ds__quarter AS listing__ds__quarter - , subq_0.listing__ds__year AS listing__ds__year - , subq_0.listing__ds__extract_year AS listing__ds__extract_year - , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_0.listing__ds__extract_month AS listing__ds__extract_month - , subq_0.listing__ds__extract_day AS listing__ds__extract_day - , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_0.listing__created_at__day AS listing__created_at__day - , subq_0.listing__created_at__week AS listing__created_at__week - , subq_0.listing__created_at__month AS listing__created_at__month - , subq_0.listing__created_at__quarter AS listing__created_at__quarter - , subq_0.listing__created_at__year AS listing__created_at__year - , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_0.listing AS listing - , subq_0.user AS user - , subq_0.listing__user AS listing__user - , subq_0.country_latest AS country_latest - , subq_0.is_lux_latest AS is_lux_latest - , subq_0.capacity_latest AS capacity_latest - , subq_0.listing__country_latest AS listing__country_latest - , subq_0.listing__is_lux_latest AS listing__is_lux_latest - , subq_0.listing__capacity_latest AS listing__capacity_latest - , subq_2.home_state_latest AS user__home_state_latest - , subq_0.listings AS listings - , subq_0.largest_listing AS largest_listing - , subq_0.smallest_listing AS smallest_listing + subq_2.ds__day AS ds__day + , subq_2.ds__week AS ds__week + , subq_2.ds__month AS ds__month + , subq_2.ds__quarter AS ds__quarter + , subq_2.ds__year AS ds__year + , subq_2.ds__extract_year AS ds__extract_year + , subq_2.ds__extract_quarter AS ds__extract_quarter + , subq_2.ds__extract_month AS ds__extract_month + , subq_2.ds__extract_day AS ds__extract_day + , subq_2.ds__extract_dow AS ds__extract_dow + , subq_2.ds__extract_doy AS ds__extract_doy + , subq_2.created_at__day AS created_at__day + , subq_2.created_at__week AS created_at__week + , subq_2.created_at__month AS created_at__month + , subq_2.created_at__quarter AS created_at__quarter + , subq_2.created_at__year AS created_at__year + , subq_2.created_at__extract_year AS created_at__extract_year + , subq_2.created_at__extract_quarter AS created_at__extract_quarter + , subq_2.created_at__extract_month AS created_at__extract_month + , subq_2.created_at__extract_day AS created_at__extract_day + , subq_2.created_at__extract_dow AS created_at__extract_dow + , subq_2.created_at__extract_doy AS created_at__extract_doy + , subq_2.listing__ds__day AS listing__ds__day + , subq_2.listing__ds__week AS listing__ds__week + , subq_2.listing__ds__month AS listing__ds__month + , subq_2.listing__ds__quarter AS listing__ds__quarter + , subq_2.listing__ds__year AS listing__ds__year + , subq_2.listing__ds__extract_year AS listing__ds__extract_year + , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_2.listing__ds__extract_month AS listing__ds__extract_month + , subq_2.listing__ds__extract_day AS listing__ds__extract_day + , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_2.listing__created_at__day AS listing__created_at__day + , subq_2.listing__created_at__week AS listing__created_at__week + , subq_2.listing__created_at__month AS listing__created_at__month + , subq_2.listing__created_at__quarter AS listing__created_at__quarter + , subq_2.listing__created_at__year AS listing__created_at__year + , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_2.listing AS listing + , subq_2.user AS user + , subq_2.listing__user AS listing__user + , subq_2.country_latest AS country_latest + , subq_2.is_lux_latest AS is_lux_latest + , subq_2.capacity_latest AS capacity_latest + , subq_2.listing__country_latest AS listing__country_latest + , subq_2.listing__is_lux_latest AS listing__is_lux_latest + , subq_2.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_2.listings AS listings + , subq_2.largest_listing AS largest_listing + , subq_2.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -182,48 +182,78 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + ) subq_2 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_1.user - , subq_1.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( - -- Read Elements From Semantic Model 'users_latest' + -- Constrain Output with WHERE SELECT - DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day - , CASE WHEN EXTRACT(dow FROM users_latest_src_28000.ds) = 0 THEN EXTRACT(dow FROM users_latest_src_28000.ds) + 7 ELSE EXTRACT(dow FROM users_latest_src_28000.ds) END AS ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy - , users_latest_src_28000.home_state_latest - , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day - , CASE WHEN EXTRACT(dow FROM users_latest_src_28000.ds) = 0 THEN EXTRACT(dow FROM users_latest_src_28000.ds) + 7 ELSE EXTRACT(dow FROM users_latest_src_28000.ds) END AS user__ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy - , users_latest_src_28000.home_state_latest AS user__home_state_latest - , users_latest_src_28000.user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_1 - ) subq_2 + subq_3.ds_latest__day + , subq_3.ds_latest__week + , subq_3.ds_latest__month + , subq_3.ds_latest__quarter + , subq_3.ds_latest__year + , subq_3.ds_latest__extract_year + , subq_3.ds_latest__extract_quarter + , subq_3.ds_latest__extract_month + , subq_3.ds_latest__extract_day + , subq_3.ds_latest__extract_dow + , subq_3.ds_latest__extract_doy + , subq_3.user__ds_latest__day + , subq_3.user__ds_latest__week + , subq_3.user__ds_latest__month + , subq_3.user__ds_latest__quarter + , subq_3.user__ds_latest__year + , subq_3.user__ds_latest__extract_year + , subq_3.user__ds_latest__extract_quarter + , subq_3.user__ds_latest__extract_month + , subq_3.user__ds_latest__extract_day + , subq_3.user__ds_latest__extract_dow + , subq_3.user__ds_latest__extract_doy + , subq_3.user + , subq_3.home_state_latest + , subq_3.user__home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , CASE WHEN EXTRACT(dow FROM users_latest_src_28000.ds) = 0 THEN EXTRACT(dow FROM users_latest_src_28000.ds) + 7 ELSE EXTRACT(dow FROM users_latest_src_28000.ds) END AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , CASE WHEN EXTRACT(dow FROM users_latest_src_28000.ds) = 0 THEN EXTRACT(dow FROM users_latest_src_28000.ds) + 7 ELSE EXTRACT(dow FROM users_latest_src_28000.ds) END AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + WHERE user__home_state_latest = 'us' + ) subq_4 + ) subq_5 ON - subq_0.user = subq_2.user - ) subq_3 + subq_2.user = subq_5.user + ) subq_6 WHERE user__home_state_latest = 'us' -) subq_4 +) subq_7 GROUP BY - subq_4.listing__is_lux_latest - , subq_4.user__home_state_latest + subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Redshift/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Redshift/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql index e54eaffeb6..c77b46c217 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Redshift/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Redshift/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql @@ -7,13 +7,27 @@ FROM ( -- Join Standard Outputs SELECT listings_latest_src_28000.is_lux AS listing__is_lux_latest - , users_latest_src_28000.home_state_latest AS user__home_state_latest + , subq_11.home_state_latest AS user__home_state_latest FROM ***************************.dim_listings_latest listings_latest_src_28000 - FULL OUTER JOIN - ***************************.dim_users_latest users_latest_src_28000 + FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_9.user + , home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + home_state_latest + , home_state_latest AS user__home_state_latest + , user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_9 + WHERE user__home_state_latest = 'us' + ) subq_11 ON - listings_latest_src_28000.user_id = users_latest_src_28000.user_id -) subq_8 + listings_latest_src_28000.user_id = subq_11.user +) subq_12 WHERE user__home_state_latest = 'us' GROUP BY listing__is_lux_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Snowflake/test_dimension_values_with_a_join_and_a_filter__plan0.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Snowflake/test_dimension_values_with_a_join_and_a_filter__plan0.sql index fe092394e6..4d8a81ae07 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Snowflake/test_dimension_values_with_a_join_and_a_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Snowflake/test_dimension_values_with_a_join_and_a_filter__plan0.sql @@ -1,127 +1,127 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest'] SELECT - subq_4.listing__is_lux_latest - , subq_4.user__home_state_latest + subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.user__home_state_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_0.ds__day AS ds__day - , subq_0.ds__week AS ds__week - , subq_0.ds__month AS ds__month - , subq_0.ds__quarter AS ds__quarter - , subq_0.ds__year AS ds__year - , subq_0.ds__extract_year AS ds__extract_year - , subq_0.ds__extract_quarter AS ds__extract_quarter - , subq_0.ds__extract_month AS ds__extract_month - , subq_0.ds__extract_day AS ds__extract_day - , subq_0.ds__extract_dow AS ds__extract_dow - , subq_0.ds__extract_doy AS ds__extract_doy - , subq_0.created_at__day AS created_at__day - , subq_0.created_at__week AS created_at__week - , subq_0.created_at__month AS created_at__month - , subq_0.created_at__quarter AS created_at__quarter - , subq_0.created_at__year AS created_at__year - , subq_0.created_at__extract_year AS created_at__extract_year - , subq_0.created_at__extract_quarter AS created_at__extract_quarter - , subq_0.created_at__extract_month AS created_at__extract_month - , subq_0.created_at__extract_day AS created_at__extract_day - , subq_0.created_at__extract_dow AS created_at__extract_dow - , subq_0.created_at__extract_doy AS created_at__extract_doy - , subq_0.listing__ds__day AS listing__ds__day - , subq_0.listing__ds__week AS listing__ds__week - , subq_0.listing__ds__month AS listing__ds__month - , subq_0.listing__ds__quarter AS listing__ds__quarter - , subq_0.listing__ds__year AS listing__ds__year - , subq_0.listing__ds__extract_year AS listing__ds__extract_year - , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_0.listing__ds__extract_month AS listing__ds__extract_month - , subq_0.listing__ds__extract_day AS listing__ds__extract_day - , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_0.listing__created_at__day AS listing__created_at__day - , subq_0.listing__created_at__week AS listing__created_at__week - , subq_0.listing__created_at__month AS listing__created_at__month - , subq_0.listing__created_at__quarter AS listing__created_at__quarter - , subq_0.listing__created_at__year AS listing__created_at__year - , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_0.listing AS listing - , subq_0.user AS user - , subq_0.listing__user AS listing__user - , subq_0.country_latest AS country_latest - , subq_0.is_lux_latest AS is_lux_latest - , subq_0.capacity_latest AS capacity_latest - , subq_0.listing__country_latest AS listing__country_latest - , subq_0.listing__is_lux_latest AS listing__is_lux_latest - , subq_0.listing__capacity_latest AS listing__capacity_latest - , subq_2.home_state_latest AS user__home_state_latest - , subq_0.listings AS listings - , subq_0.largest_listing AS largest_listing - , subq_0.smallest_listing AS smallest_listing + subq_2.ds__day AS ds__day + , subq_2.ds__week AS ds__week + , subq_2.ds__month AS ds__month + , subq_2.ds__quarter AS ds__quarter + , subq_2.ds__year AS ds__year + , subq_2.ds__extract_year AS ds__extract_year + , subq_2.ds__extract_quarter AS ds__extract_quarter + , subq_2.ds__extract_month AS ds__extract_month + , subq_2.ds__extract_day AS ds__extract_day + , subq_2.ds__extract_dow AS ds__extract_dow + , subq_2.ds__extract_doy AS ds__extract_doy + , subq_2.created_at__day AS created_at__day + , subq_2.created_at__week AS created_at__week + , subq_2.created_at__month AS created_at__month + , subq_2.created_at__quarter AS created_at__quarter + , subq_2.created_at__year AS created_at__year + , subq_2.created_at__extract_year AS created_at__extract_year + , subq_2.created_at__extract_quarter AS created_at__extract_quarter + , subq_2.created_at__extract_month AS created_at__extract_month + , subq_2.created_at__extract_day AS created_at__extract_day + , subq_2.created_at__extract_dow AS created_at__extract_dow + , subq_2.created_at__extract_doy AS created_at__extract_doy + , subq_2.listing__ds__day AS listing__ds__day + , subq_2.listing__ds__week AS listing__ds__week + , subq_2.listing__ds__month AS listing__ds__month + , subq_2.listing__ds__quarter AS listing__ds__quarter + , subq_2.listing__ds__year AS listing__ds__year + , subq_2.listing__ds__extract_year AS listing__ds__extract_year + , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_2.listing__ds__extract_month AS listing__ds__extract_month + , subq_2.listing__ds__extract_day AS listing__ds__extract_day + , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_2.listing__created_at__day AS listing__created_at__day + , subq_2.listing__created_at__week AS listing__created_at__week + , subq_2.listing__created_at__month AS listing__created_at__month + , subq_2.listing__created_at__quarter AS listing__created_at__quarter + , subq_2.listing__created_at__year AS listing__created_at__year + , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_2.listing AS listing + , subq_2.user AS user + , subq_2.listing__user AS listing__user + , subq_2.country_latest AS country_latest + , subq_2.is_lux_latest AS is_lux_latest + , subq_2.capacity_latest AS capacity_latest + , subq_2.listing__country_latest AS listing__country_latest + , subq_2.listing__is_lux_latest AS listing__is_lux_latest + , subq_2.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_2.listings AS listings + , subq_2.largest_listing AS largest_listing + , subq_2.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -182,48 +182,78 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + ) subq_2 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_1.user - , subq_1.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( - -- Read Elements From Semantic Model 'users_latest' + -- Constrain Output with WHERE SELECT - DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day - , EXTRACT(dayofweekiso FROM users_latest_src_28000.ds) AS ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy - , users_latest_src_28000.home_state_latest - , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day - , EXTRACT(dayofweekiso FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy - , users_latest_src_28000.home_state_latest AS user__home_state_latest - , users_latest_src_28000.user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_1 - ) subq_2 + subq_3.ds_latest__day + , subq_3.ds_latest__week + , subq_3.ds_latest__month + , subq_3.ds_latest__quarter + , subq_3.ds_latest__year + , subq_3.ds_latest__extract_year + , subq_3.ds_latest__extract_quarter + , subq_3.ds_latest__extract_month + , subq_3.ds_latest__extract_day + , subq_3.ds_latest__extract_dow + , subq_3.ds_latest__extract_doy + , subq_3.user__ds_latest__day + , subq_3.user__ds_latest__week + , subq_3.user__ds_latest__month + , subq_3.user__ds_latest__quarter + , subq_3.user__ds_latest__year + , subq_3.user__ds_latest__extract_year + , subq_3.user__ds_latest__extract_quarter + , subq_3.user__ds_latest__extract_month + , subq_3.user__ds_latest__extract_day + , subq_3.user__ds_latest__extract_dow + , subq_3.user__ds_latest__extract_doy + , subq_3.user + , subq_3.home_state_latest + , subq_3.user__home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(dayofweekiso FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(dayofweekiso FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + WHERE user__home_state_latest = 'us' + ) subq_4 + ) subq_5 ON - subq_0.user = subq_2.user - ) subq_3 + subq_2.user = subq_5.user + ) subq_6 WHERE user__home_state_latest = 'us' -) subq_4 +) subq_7 GROUP BY - subq_4.listing__is_lux_latest - , subq_4.user__home_state_latest + subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Snowflake/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Snowflake/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql index e54eaffeb6..c77b46c217 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Snowflake/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Snowflake/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql @@ -7,13 +7,27 @@ FROM ( -- Join Standard Outputs SELECT listings_latest_src_28000.is_lux AS listing__is_lux_latest - , users_latest_src_28000.home_state_latest AS user__home_state_latest + , subq_11.home_state_latest AS user__home_state_latest FROM ***************************.dim_listings_latest listings_latest_src_28000 - FULL OUTER JOIN - ***************************.dim_users_latest users_latest_src_28000 + FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_9.user + , home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + home_state_latest + , home_state_latest AS user__home_state_latest + , user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_9 + WHERE user__home_state_latest = 'us' + ) subq_11 ON - listings_latest_src_28000.user_id = users_latest_src_28000.user_id -) subq_8 + listings_latest_src_28000.user_id = subq_11.user +) subq_12 WHERE user__home_state_latest = 'us' GROUP BY listing__is_lux_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Trino/test_dimension_values_with_a_join_and_a_filter__plan0.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Trino/test_dimension_values_with_a_join_and_a_filter__plan0.sql index 478b5d81be..4f779da15b 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Trino/test_dimension_values_with_a_join_and_a_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Trino/test_dimension_values_with_a_join_and_a_filter__plan0.sql @@ -1,127 +1,127 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest'] SELECT - subq_4.listing__is_lux_latest - , subq_4.user__home_state_latest + subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.user__home_state_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_0.ds__day AS ds__day - , subq_0.ds__week AS ds__week - , subq_0.ds__month AS ds__month - , subq_0.ds__quarter AS ds__quarter - , subq_0.ds__year AS ds__year - , subq_0.ds__extract_year AS ds__extract_year - , subq_0.ds__extract_quarter AS ds__extract_quarter - , subq_0.ds__extract_month AS ds__extract_month - , subq_0.ds__extract_day AS ds__extract_day - , subq_0.ds__extract_dow AS ds__extract_dow - , subq_0.ds__extract_doy AS ds__extract_doy - , subq_0.created_at__day AS created_at__day - , subq_0.created_at__week AS created_at__week - , subq_0.created_at__month AS created_at__month - , subq_0.created_at__quarter AS created_at__quarter - , subq_0.created_at__year AS created_at__year - , subq_0.created_at__extract_year AS created_at__extract_year - , subq_0.created_at__extract_quarter AS created_at__extract_quarter - , subq_0.created_at__extract_month AS created_at__extract_month - , subq_0.created_at__extract_day AS created_at__extract_day - , subq_0.created_at__extract_dow AS created_at__extract_dow - , subq_0.created_at__extract_doy AS created_at__extract_doy - , subq_0.listing__ds__day AS listing__ds__day - , subq_0.listing__ds__week AS listing__ds__week - , subq_0.listing__ds__month AS listing__ds__month - , subq_0.listing__ds__quarter AS listing__ds__quarter - , subq_0.listing__ds__year AS listing__ds__year - , subq_0.listing__ds__extract_year AS listing__ds__extract_year - , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_0.listing__ds__extract_month AS listing__ds__extract_month - , subq_0.listing__ds__extract_day AS listing__ds__extract_day - , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_0.listing__created_at__day AS listing__created_at__day - , subq_0.listing__created_at__week AS listing__created_at__week - , subq_0.listing__created_at__month AS listing__created_at__month - , subq_0.listing__created_at__quarter AS listing__created_at__quarter - , subq_0.listing__created_at__year AS listing__created_at__year - , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_0.listing AS listing - , subq_0.user AS user - , subq_0.listing__user AS listing__user - , subq_0.country_latest AS country_latest - , subq_0.is_lux_latest AS is_lux_latest - , subq_0.capacity_latest AS capacity_latest - , subq_0.listing__country_latest AS listing__country_latest - , subq_0.listing__is_lux_latest AS listing__is_lux_latest - , subq_0.listing__capacity_latest AS listing__capacity_latest - , subq_2.home_state_latest AS user__home_state_latest - , subq_0.listings AS listings - , subq_0.largest_listing AS largest_listing - , subq_0.smallest_listing AS smallest_listing + subq_2.ds__day AS ds__day + , subq_2.ds__week AS ds__week + , subq_2.ds__month AS ds__month + , subq_2.ds__quarter AS ds__quarter + , subq_2.ds__year AS ds__year + , subq_2.ds__extract_year AS ds__extract_year + , subq_2.ds__extract_quarter AS ds__extract_quarter + , subq_2.ds__extract_month AS ds__extract_month + , subq_2.ds__extract_day AS ds__extract_day + , subq_2.ds__extract_dow AS ds__extract_dow + , subq_2.ds__extract_doy AS ds__extract_doy + , subq_2.created_at__day AS created_at__day + , subq_2.created_at__week AS created_at__week + , subq_2.created_at__month AS created_at__month + , subq_2.created_at__quarter AS created_at__quarter + , subq_2.created_at__year AS created_at__year + , subq_2.created_at__extract_year AS created_at__extract_year + , subq_2.created_at__extract_quarter AS created_at__extract_quarter + , subq_2.created_at__extract_month AS created_at__extract_month + , subq_2.created_at__extract_day AS created_at__extract_day + , subq_2.created_at__extract_dow AS created_at__extract_dow + , subq_2.created_at__extract_doy AS created_at__extract_doy + , subq_2.listing__ds__day AS listing__ds__day + , subq_2.listing__ds__week AS listing__ds__week + , subq_2.listing__ds__month AS listing__ds__month + , subq_2.listing__ds__quarter AS listing__ds__quarter + , subq_2.listing__ds__year AS listing__ds__year + , subq_2.listing__ds__extract_year AS listing__ds__extract_year + , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_2.listing__ds__extract_month AS listing__ds__extract_month + , subq_2.listing__ds__extract_day AS listing__ds__extract_day + , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_2.listing__created_at__day AS listing__created_at__day + , subq_2.listing__created_at__week AS listing__created_at__week + , subq_2.listing__created_at__month AS listing__created_at__month + , subq_2.listing__created_at__quarter AS listing__created_at__quarter + , subq_2.listing__created_at__year AS listing__created_at__year + , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_2.listing AS listing + , subq_2.user AS user + , subq_2.listing__user AS listing__user + , subq_2.country_latest AS country_latest + , subq_2.is_lux_latest AS is_lux_latest + , subq_2.capacity_latest AS capacity_latest + , subq_2.listing__country_latest AS listing__country_latest + , subq_2.listing__is_lux_latest AS listing__is_lux_latest + , subq_2.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_2.listings AS listings + , subq_2.largest_listing AS largest_listing + , subq_2.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -182,48 +182,78 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + ) subq_2 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_1.user - , subq_1.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( - -- Read Elements From Semantic Model 'users_latest' + -- Constrain Output with WHERE SELECT - DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day - , EXTRACT(DAY_OF_WEEK FROM users_latest_src_28000.ds) AS ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy - , users_latest_src_28000.home_state_latest - , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day - , EXTRACT(DAY_OF_WEEK FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy - , users_latest_src_28000.home_state_latest AS user__home_state_latest - , users_latest_src_28000.user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_1 - ) subq_2 + subq_3.ds_latest__day + , subq_3.ds_latest__week + , subq_3.ds_latest__month + , subq_3.ds_latest__quarter + , subq_3.ds_latest__year + , subq_3.ds_latest__extract_year + , subq_3.ds_latest__extract_quarter + , subq_3.ds_latest__extract_month + , subq_3.ds_latest__extract_day + , subq_3.ds_latest__extract_dow + , subq_3.ds_latest__extract_doy + , subq_3.user__ds_latest__day + , subq_3.user__ds_latest__week + , subq_3.user__ds_latest__month + , subq_3.user__ds_latest__quarter + , subq_3.user__ds_latest__year + , subq_3.user__ds_latest__extract_year + , subq_3.user__ds_latest__extract_quarter + , subq_3.user__ds_latest__extract_month + , subq_3.user__ds_latest__extract_day + , subq_3.user__ds_latest__extract_dow + , subq_3.user__ds_latest__extract_doy + , subq_3.user + , subq_3.home_state_latest + , subq_3.user__home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(DAY_OF_WEEK FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(DAY_OF_WEEK FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + WHERE user__home_state_latest = 'us' + ) subq_4 + ) subq_5 ON - subq_0.user = subq_2.user - ) subq_3 + subq_2.user = subq_5.user + ) subq_6 WHERE user__home_state_latest = 'us' -) subq_4 +) subq_7 GROUP BY - subq_4.listing__is_lux_latest - , subq_4.user__home_state_latest + subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Trino/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Trino/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql index e54eaffeb6..c77b46c217 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Trino/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Trino/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql @@ -7,13 +7,27 @@ FROM ( -- Join Standard Outputs SELECT listings_latest_src_28000.is_lux AS listing__is_lux_latest - , users_latest_src_28000.home_state_latest AS user__home_state_latest + , subq_11.home_state_latest AS user__home_state_latest FROM ***************************.dim_listings_latest listings_latest_src_28000 - FULL OUTER JOIN - ***************************.dim_users_latest users_latest_src_28000 + FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_9.user + , home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + home_state_latest + , home_state_latest AS user__home_state_latest + , user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_9 + WHERE user__home_state_latest = 'us' + ) subq_11 ON - listings_latest_src_28000.user_id = users_latest_src_28000.user_id -) subq_8 + listings_latest_src_28000.user_id = subq_11.user +) subq_12 WHERE user__home_state_latest = 'us' GROUP BY listing__is_lux_latest diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0.sql index 545abe7b6a..552badef47 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0.sql @@ -1,76 +1,76 @@ -- Compute Metrics via Expressions SELECT - subq_21.third_hop_count + subq_27.third_hop_count FROM ( -- Aggregate Measures SELECT - COUNT(DISTINCT subq_20.third_hop_count) AS third_hop_count + COUNT(DISTINCT subq_26.third_hop_count) AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count',] SELECT - subq_19.third_hop_count + subq_25.third_hop_count FROM ( -- Constrain Output with WHERE SELECT - subq_18.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_18.third_hop_count + subq_24.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_24.third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_17.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_17.third_hop_count + subq_23.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_23.third_hop_count FROM ( -- Join Standard Outputs SELECT - subq_8.customer_third_hop_id AS customer_third_hop_id - , subq_16.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id - , subq_16.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_8.third_hop_count AS third_hop_count + subq_13.customer_third_hop_id AS customer_third_hop_id + , subq_22.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_22.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_13.third_hop_count AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] SELECT - subq_7.customer_third_hop_id - , subq_7.third_hop_count + subq_12.customer_third_hop_id + , subq_12.third_hop_count FROM ( -- Metric Time Dimension 'third_hop_ds' SELECT - subq_6.third_hop_ds__day - , subq_6.third_hop_ds__week - , subq_6.third_hop_ds__month - , subq_6.third_hop_ds__quarter - , subq_6.third_hop_ds__year - , subq_6.third_hop_ds__extract_year - , subq_6.third_hop_ds__extract_quarter - , subq_6.third_hop_ds__extract_month - , subq_6.third_hop_ds__extract_day - , subq_6.third_hop_ds__extract_dow - , subq_6.third_hop_ds__extract_doy - , subq_6.customer_third_hop_id__third_hop_ds__day - , subq_6.customer_third_hop_id__third_hop_ds__week - , subq_6.customer_third_hop_id__third_hop_ds__month - , subq_6.customer_third_hop_id__third_hop_ds__quarter - , subq_6.customer_third_hop_id__third_hop_ds__year - , subq_6.customer_third_hop_id__third_hop_ds__extract_year - , subq_6.customer_third_hop_id__third_hop_ds__extract_quarter - , subq_6.customer_third_hop_id__third_hop_ds__extract_month - , subq_6.customer_third_hop_id__third_hop_ds__extract_day - , subq_6.customer_third_hop_id__third_hop_ds__extract_dow - , subq_6.customer_third_hop_id__third_hop_ds__extract_doy - , subq_6.third_hop_ds__day AS metric_time__day - , subq_6.third_hop_ds__week AS metric_time__week - , subq_6.third_hop_ds__month AS metric_time__month - , subq_6.third_hop_ds__quarter AS metric_time__quarter - , subq_6.third_hop_ds__year AS metric_time__year - , subq_6.third_hop_ds__extract_year AS metric_time__extract_year - , subq_6.third_hop_ds__extract_quarter AS metric_time__extract_quarter - , subq_6.third_hop_ds__extract_month AS metric_time__extract_month - , subq_6.third_hop_ds__extract_day AS metric_time__extract_day - , subq_6.third_hop_ds__extract_dow AS metric_time__extract_dow - , subq_6.third_hop_ds__extract_doy AS metric_time__extract_doy - , subq_6.customer_third_hop_id - , subq_6.value - , subq_6.customer_third_hop_id__value - , subq_6.third_hop_count + subq_11.third_hop_ds__day + , subq_11.third_hop_ds__week + , subq_11.third_hop_ds__month + , subq_11.third_hop_ds__quarter + , subq_11.third_hop_ds__year + , subq_11.third_hop_ds__extract_year + , subq_11.third_hop_ds__extract_quarter + , subq_11.third_hop_ds__extract_month + , subq_11.third_hop_ds__extract_day + , subq_11.third_hop_ds__extract_dow + , subq_11.third_hop_ds__extract_doy + , subq_11.customer_third_hop_id__third_hop_ds__day + , subq_11.customer_third_hop_id__third_hop_ds__week + , subq_11.customer_third_hop_id__third_hop_ds__month + , subq_11.customer_third_hop_id__third_hop_ds__quarter + , subq_11.customer_third_hop_id__third_hop_ds__year + , subq_11.customer_third_hop_id__third_hop_ds__extract_year + , subq_11.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_11.customer_third_hop_id__third_hop_ds__extract_month + , subq_11.customer_third_hop_id__third_hop_ds__extract_day + , subq_11.customer_third_hop_id__third_hop_ds__extract_dow + , subq_11.customer_third_hop_id__third_hop_ds__extract_doy + , subq_11.third_hop_ds__day AS metric_time__day + , subq_11.third_hop_ds__week AS metric_time__week + , subq_11.third_hop_ds__month AS metric_time__month + , subq_11.third_hop_ds__quarter AS metric_time__quarter + , subq_11.third_hop_ds__year AS metric_time__year + , subq_11.third_hop_ds__extract_year AS metric_time__extract_year + , subq_11.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_11.third_hop_ds__extract_month AS metric_time__extract_month + , subq_11.third_hop_ds__extract_day AS metric_time__extract_day + , subq_11.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_11.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_11.customer_third_hop_id + , subq_11.value + , subq_11.customer_third_hop_id__value + , subq_11.third_hop_count FROM ( -- Read Elements From Semantic Model 'third_hop_table' SELECT @@ -101,157 +101,214 @@ FROM ( , EXTRACT(dayofyear FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy , third_hop_table_src_22000.customer_third_hop_id FROM ***************************.third_hop_table third_hop_table_src_22000 - ) subq_6 - ) subq_7 - ) subq_8 + ) subq_11 + ) subq_12 + ) subq_13 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_15.customer_id__customer_third_hop_id - , subq_15.customer_id__customer_third_hop_id__paraguayan_customers + subq_21.customer_id__customer_third_hop_id + , subq_21.customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Compute Metrics via Expressions SELECT - subq_14.customer_id__customer_third_hop_id - , subq_14.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + subq_20.customer_id__customer_third_hop_id + , subq_20.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Aggregate Measures SELECT - subq_13.customer_id__customer_third_hop_id - , SUM(subq_13.customers_with_other_data) AS customers_with_other_data + subq_19.customer_id__customer_third_hop_id + , SUM(subq_19.customers_with_other_data) AS customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] SELECT - subq_12.customer_id__customer_third_hop_id - , subq_12.customers_with_other_data + subq_18.customer_id__customer_third_hop_id + , subq_18.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_11.customer_id__customer_third_hop_id - , subq_11.customer_id__country - , subq_11.customers_with_other_data + subq_17.customer_id__customer_third_hop_id + , subq_17.customer_id__country + , subq_17.customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - subq_10.customer_id__customer_third_hop_id - , subq_10.customer_id__country - , subq_10.customers_with_other_data + subq_16.customer_id__customer_third_hop_id + , subq_16.customer_id__country + , subq_16.customers_with_other_data FROM ( - -- Metric Time Dimension 'acquired_ds' + -- Constrain Output with WHERE SELECT - subq_9.acquired_ds__day - , subq_9.acquired_ds__week - , subq_9.acquired_ds__month - , subq_9.acquired_ds__quarter - , subq_9.acquired_ds__year - , subq_9.acquired_ds__extract_year - , subq_9.acquired_ds__extract_quarter - , subq_9.acquired_ds__extract_month - , subq_9.acquired_ds__extract_day - , subq_9.acquired_ds__extract_dow - , subq_9.acquired_ds__extract_doy - , subq_9.customer_id__acquired_ds__day - , subq_9.customer_id__acquired_ds__week - , subq_9.customer_id__acquired_ds__month - , subq_9.customer_id__acquired_ds__quarter - , subq_9.customer_id__acquired_ds__year - , subq_9.customer_id__acquired_ds__extract_year - , subq_9.customer_id__acquired_ds__extract_quarter - , subq_9.customer_id__acquired_ds__extract_month - , subq_9.customer_id__acquired_ds__extract_day - , subq_9.customer_id__acquired_ds__extract_dow - , subq_9.customer_id__acquired_ds__extract_doy - , subq_9.customer_third_hop_id__acquired_ds__day - , subq_9.customer_third_hop_id__acquired_ds__week - , subq_9.customer_third_hop_id__acquired_ds__month - , subq_9.customer_third_hop_id__acquired_ds__quarter - , subq_9.customer_third_hop_id__acquired_ds__year - , subq_9.customer_third_hop_id__acquired_ds__extract_year - , subq_9.customer_third_hop_id__acquired_ds__extract_quarter - , subq_9.customer_third_hop_id__acquired_ds__extract_month - , subq_9.customer_third_hop_id__acquired_ds__extract_day - , subq_9.customer_third_hop_id__acquired_ds__extract_dow - , subq_9.customer_third_hop_id__acquired_ds__extract_doy - , subq_9.acquired_ds__day AS metric_time__day - , subq_9.acquired_ds__week AS metric_time__week - , subq_9.acquired_ds__month AS metric_time__month - , subq_9.acquired_ds__quarter AS metric_time__quarter - , subq_9.acquired_ds__year AS metric_time__year - , subq_9.acquired_ds__extract_year AS metric_time__extract_year - , subq_9.acquired_ds__extract_quarter AS metric_time__extract_quarter - , subq_9.acquired_ds__extract_month AS metric_time__extract_month - , subq_9.acquired_ds__extract_day AS metric_time__extract_day - , subq_9.acquired_ds__extract_dow AS metric_time__extract_dow - , subq_9.acquired_ds__extract_doy AS metric_time__extract_doy - , subq_9.customer_id - , subq_9.customer_third_hop_id - , subq_9.customer_id__customer_third_hop_id - , subq_9.customer_third_hop_id__customer_id - , subq_9.country - , subq_9.customer_id__country - , subq_9.customer_third_hop_id__country - , subq_9.customers_with_other_data + subq_15.acquired_ds__day + , subq_15.acquired_ds__week + , subq_15.acquired_ds__month + , subq_15.acquired_ds__quarter + , subq_15.acquired_ds__year + , subq_15.acquired_ds__extract_year + , subq_15.acquired_ds__extract_quarter + , subq_15.acquired_ds__extract_month + , subq_15.acquired_ds__extract_day + , subq_15.acquired_ds__extract_dow + , subq_15.acquired_ds__extract_doy + , subq_15.customer_id__acquired_ds__day + , subq_15.customer_id__acquired_ds__week + , subq_15.customer_id__acquired_ds__month + , subq_15.customer_id__acquired_ds__quarter + , subq_15.customer_id__acquired_ds__year + , subq_15.customer_id__acquired_ds__extract_year + , subq_15.customer_id__acquired_ds__extract_quarter + , subq_15.customer_id__acquired_ds__extract_month + , subq_15.customer_id__acquired_ds__extract_day + , subq_15.customer_id__acquired_ds__extract_dow + , subq_15.customer_id__acquired_ds__extract_doy + , subq_15.customer_third_hop_id__acquired_ds__day + , subq_15.customer_third_hop_id__acquired_ds__week + , subq_15.customer_third_hop_id__acquired_ds__month + , subq_15.customer_third_hop_id__acquired_ds__quarter + , subq_15.customer_third_hop_id__acquired_ds__year + , subq_15.customer_third_hop_id__acquired_ds__extract_year + , subq_15.customer_third_hop_id__acquired_ds__extract_quarter + , subq_15.customer_third_hop_id__acquired_ds__extract_month + , subq_15.customer_third_hop_id__acquired_ds__extract_day + , subq_15.customer_third_hop_id__acquired_ds__extract_dow + , subq_15.customer_third_hop_id__acquired_ds__extract_doy + , subq_15.metric_time__day + , subq_15.metric_time__week + , subq_15.metric_time__month + , subq_15.metric_time__quarter + , subq_15.metric_time__year + , subq_15.metric_time__extract_year + , subq_15.metric_time__extract_quarter + , subq_15.metric_time__extract_month + , subq_15.metric_time__extract_day + , subq_15.metric_time__extract_dow + , subq_15.metric_time__extract_doy + , subq_15.customer_id + , subq_15.customer_third_hop_id + , subq_15.customer_id__customer_third_hop_id + , subq_15.customer_third_hop_id__customer_id + , subq_15.country + , subq_15.customer_id__country + , subq_15.customer_third_hop_id__country + , subq_15.customers_with_other_data FROM ( - -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' SELECT - 1 AS customers_with_other_data - , customer_other_data_src_22000.country - , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, day) AS acquired_ds__day - , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, isoweek) AS acquired_ds__week - , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, month) AS acquired_ds__month - , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, quarter) AS acquired_ds__quarter - , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, year) AS acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day - , IF(EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) = 1, 7, EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) - 1) AS acquired_ds__extract_dow - , EXTRACT(dayofyear FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy - , customer_other_data_src_22000.country AS customer_id__country - , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, day) AS customer_id__acquired_ds__day - , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, isoweek) AS customer_id__acquired_ds__week - , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, month) AS customer_id__acquired_ds__month - , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, quarter) AS customer_id__acquired_ds__quarter - , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, year) AS customer_id__acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day - , IF(EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) = 1, 7, EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) - 1) AS customer_id__acquired_ds__extract_dow - , EXTRACT(dayofyear FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy - , customer_other_data_src_22000.country AS customer_third_hop_id__country - , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, day) AS customer_third_hop_id__acquired_ds__day - , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, isoweek) AS customer_third_hop_id__acquired_ds__week - , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, month) AS customer_third_hop_id__acquired_ds__month - , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, quarter) AS customer_third_hop_id__acquired_ds__quarter - , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, year) AS customer_third_hop_id__acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day - , IF(EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) = 1, 7, EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) - 1) AS customer_third_hop_id__acquired_ds__extract_dow - , EXTRACT(dayofyear FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy - , customer_other_data_src_22000.customer_id - , customer_other_data_src_22000.customer_third_hop_id - , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id - , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id - FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_9 - ) subq_10 - ) subq_11 + subq_14.acquired_ds__day + , subq_14.acquired_ds__week + , subq_14.acquired_ds__month + , subq_14.acquired_ds__quarter + , subq_14.acquired_ds__year + , subq_14.acquired_ds__extract_year + , subq_14.acquired_ds__extract_quarter + , subq_14.acquired_ds__extract_month + , subq_14.acquired_ds__extract_day + , subq_14.acquired_ds__extract_dow + , subq_14.acquired_ds__extract_doy + , subq_14.customer_id__acquired_ds__day + , subq_14.customer_id__acquired_ds__week + , subq_14.customer_id__acquired_ds__month + , subq_14.customer_id__acquired_ds__quarter + , subq_14.customer_id__acquired_ds__year + , subq_14.customer_id__acquired_ds__extract_year + , subq_14.customer_id__acquired_ds__extract_quarter + , subq_14.customer_id__acquired_ds__extract_month + , subq_14.customer_id__acquired_ds__extract_day + , subq_14.customer_id__acquired_ds__extract_dow + , subq_14.customer_id__acquired_ds__extract_doy + , subq_14.customer_third_hop_id__acquired_ds__day + , subq_14.customer_third_hop_id__acquired_ds__week + , subq_14.customer_third_hop_id__acquired_ds__month + , subq_14.customer_third_hop_id__acquired_ds__quarter + , subq_14.customer_third_hop_id__acquired_ds__year + , subq_14.customer_third_hop_id__acquired_ds__extract_year + , subq_14.customer_third_hop_id__acquired_ds__extract_quarter + , subq_14.customer_third_hop_id__acquired_ds__extract_month + , subq_14.customer_third_hop_id__acquired_ds__extract_day + , subq_14.customer_third_hop_id__acquired_ds__extract_dow + , subq_14.customer_third_hop_id__acquired_ds__extract_doy + , subq_14.acquired_ds__day AS metric_time__day + , subq_14.acquired_ds__week AS metric_time__week + , subq_14.acquired_ds__month AS metric_time__month + , subq_14.acquired_ds__quarter AS metric_time__quarter + , subq_14.acquired_ds__year AS metric_time__year + , subq_14.acquired_ds__extract_year AS metric_time__extract_year + , subq_14.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_14.acquired_ds__extract_month AS metric_time__extract_month + , subq_14.acquired_ds__extract_day AS metric_time__extract_day + , subq_14.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_14.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_14.customer_id + , subq_14.customer_third_hop_id + , subq_14.customer_id__customer_third_hop_id + , subq_14.customer_third_hop_id__customer_id + , subq_14.country + , subq_14.customer_id__country + , subq_14.customer_third_hop_id__country + , subq_14.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, day) AS acquired_ds__day + , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, isoweek) AS acquired_ds__week + , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, month) AS acquired_ds__month + , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, quarter) AS acquired_ds__quarter + , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, year) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , IF(EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) = 1, 7, EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) - 1) AS acquired_ds__extract_dow + , EXTRACT(dayofyear FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, day) AS customer_id__acquired_ds__day + , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, isoweek) AS customer_id__acquired_ds__week + , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, month) AS customer_id__acquired_ds__month + , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, quarter) AS customer_id__acquired_ds__quarter + , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, year) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , IF(EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) = 1, 7, EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) - 1) AS customer_id__acquired_ds__extract_dow + , EXTRACT(dayofyear FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, day) AS customer_third_hop_id__acquired_ds__day + , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, isoweek) AS customer_third_hop_id__acquired_ds__week + , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, month) AS customer_third_hop_id__acquired_ds__month + , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, quarter) AS customer_third_hop_id__acquired_ds__quarter + , DATETIME_TRUNC(customer_other_data_src_22000.acquired_ds, year) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , IF(EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) = 1, 7, EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) - 1) AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(dayofyear FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_14 + ) subq_15 + WHERE customer_id__country = 'paraguay' + ) subq_16 + ) subq_17 WHERE customer_id__country = 'paraguay' - ) subq_12 - ) subq_13 + ) subq_18 + ) subq_19 GROUP BY customer_id__customer_third_hop_id - ) subq_14 - ) subq_15 - ) subq_16 + ) subq_20 + ) subq_21 + ) subq_22 ON - subq_8.customer_third_hop_id = subq_16.customer_id__customer_third_hop_id - ) subq_17 - ) subq_18 + subq_13.customer_third_hop_id = subq_22.customer_id__customer_third_hop_id + ) subq_23 + ) subq_24 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 - ) subq_19 - ) subq_20 -) subq_21 + ) subq_25 + ) subq_26 +) subq_27 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0_optimized.sql index 2ad52ec04c..7c12d6cf98 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0_optimized.sql @@ -8,7 +8,7 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_32.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + subq_39.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count FROM ***************************.third_hop_table third_hop_table_src_22000 LEFT OUTER JOIN ( @@ -21,20 +21,28 @@ FROM ( customer_id__customer_third_hop_id , SUM(customers_with_other_data) AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( - -- Read Elements From Semantic Model 'customer_other_data' - -- Metric Time Dimension 'acquired_ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - customer_third_hop_id AS customer_id__customer_third_hop_id - , country AS customer_id__country - , 1 AS customers_with_other_data - FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_27 + customer_id__customer_third_hop_id + , customer_id__country + , customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' + SELECT + customer_third_hop_id AS customer_id__customer_third_hop_id + , country AS customer_id__country + , 1 AS customers_with_other_data + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_32 + WHERE customer_id__country = 'paraguay' + ) subq_34 WHERE customer_id__country = 'paraguay' GROUP BY customer_id__customer_third_hop_id - ) subq_32 + ) subq_39 ON - third_hop_table_src_22000.customer_third_hop_id = subq_32.customer_id__customer_third_hop_id -) subq_34 + third_hop_table_src_22000.customer_third_hop_id = subq_39.customer_id__customer_third_hop_id +) subq_41 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0.sql index 41388a6d9b..add4b98b45 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0.sql @@ -1,76 +1,76 @@ -- Compute Metrics via Expressions SELECT - subq_21.third_hop_count + subq_27.third_hop_count FROM ( -- Aggregate Measures SELECT - COUNT(DISTINCT subq_20.third_hop_count) AS third_hop_count + COUNT(DISTINCT subq_26.third_hop_count) AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count',] SELECT - subq_19.third_hop_count + subq_25.third_hop_count FROM ( -- Constrain Output with WHERE SELECT - subq_18.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_18.third_hop_count + subq_24.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_24.third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_17.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_17.third_hop_count + subq_23.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_23.third_hop_count FROM ( -- Join Standard Outputs SELECT - subq_8.customer_third_hop_id AS customer_third_hop_id - , subq_16.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id - , subq_16.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_8.third_hop_count AS third_hop_count + subq_13.customer_third_hop_id AS customer_third_hop_id + , subq_22.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_22.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_13.third_hop_count AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] SELECT - subq_7.customer_third_hop_id - , subq_7.third_hop_count + subq_12.customer_third_hop_id + , subq_12.third_hop_count FROM ( -- Metric Time Dimension 'third_hop_ds' SELECT - subq_6.third_hop_ds__day - , subq_6.third_hop_ds__week - , subq_6.third_hop_ds__month - , subq_6.third_hop_ds__quarter - , subq_6.third_hop_ds__year - , subq_6.third_hop_ds__extract_year - , subq_6.third_hop_ds__extract_quarter - , subq_6.third_hop_ds__extract_month - , subq_6.third_hop_ds__extract_day - , subq_6.third_hop_ds__extract_dow - , subq_6.third_hop_ds__extract_doy - , subq_6.customer_third_hop_id__third_hop_ds__day - , subq_6.customer_third_hop_id__third_hop_ds__week - , subq_6.customer_third_hop_id__third_hop_ds__month - , subq_6.customer_third_hop_id__third_hop_ds__quarter - , subq_6.customer_third_hop_id__third_hop_ds__year - , subq_6.customer_third_hop_id__third_hop_ds__extract_year - , subq_6.customer_third_hop_id__third_hop_ds__extract_quarter - , subq_6.customer_third_hop_id__third_hop_ds__extract_month - , subq_6.customer_third_hop_id__third_hop_ds__extract_day - , subq_6.customer_third_hop_id__third_hop_ds__extract_dow - , subq_6.customer_third_hop_id__third_hop_ds__extract_doy - , subq_6.third_hop_ds__day AS metric_time__day - , subq_6.third_hop_ds__week AS metric_time__week - , subq_6.third_hop_ds__month AS metric_time__month - , subq_6.third_hop_ds__quarter AS metric_time__quarter - , subq_6.third_hop_ds__year AS metric_time__year - , subq_6.third_hop_ds__extract_year AS metric_time__extract_year - , subq_6.third_hop_ds__extract_quarter AS metric_time__extract_quarter - , subq_6.third_hop_ds__extract_month AS metric_time__extract_month - , subq_6.third_hop_ds__extract_day AS metric_time__extract_day - , subq_6.third_hop_ds__extract_dow AS metric_time__extract_dow - , subq_6.third_hop_ds__extract_doy AS metric_time__extract_doy - , subq_6.customer_third_hop_id - , subq_6.value - , subq_6.customer_third_hop_id__value - , subq_6.third_hop_count + subq_11.third_hop_ds__day + , subq_11.third_hop_ds__week + , subq_11.third_hop_ds__month + , subq_11.third_hop_ds__quarter + , subq_11.third_hop_ds__year + , subq_11.third_hop_ds__extract_year + , subq_11.third_hop_ds__extract_quarter + , subq_11.third_hop_ds__extract_month + , subq_11.third_hop_ds__extract_day + , subq_11.third_hop_ds__extract_dow + , subq_11.third_hop_ds__extract_doy + , subq_11.customer_third_hop_id__third_hop_ds__day + , subq_11.customer_third_hop_id__third_hop_ds__week + , subq_11.customer_third_hop_id__third_hop_ds__month + , subq_11.customer_third_hop_id__third_hop_ds__quarter + , subq_11.customer_third_hop_id__third_hop_ds__year + , subq_11.customer_third_hop_id__third_hop_ds__extract_year + , subq_11.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_11.customer_third_hop_id__third_hop_ds__extract_month + , subq_11.customer_third_hop_id__third_hop_ds__extract_day + , subq_11.customer_third_hop_id__third_hop_ds__extract_dow + , subq_11.customer_third_hop_id__third_hop_ds__extract_doy + , subq_11.third_hop_ds__day AS metric_time__day + , subq_11.third_hop_ds__week AS metric_time__week + , subq_11.third_hop_ds__month AS metric_time__month + , subq_11.third_hop_ds__quarter AS metric_time__quarter + , subq_11.third_hop_ds__year AS metric_time__year + , subq_11.third_hop_ds__extract_year AS metric_time__extract_year + , subq_11.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_11.third_hop_ds__extract_month AS metric_time__extract_month + , subq_11.third_hop_ds__extract_day AS metric_time__extract_day + , subq_11.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_11.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_11.customer_third_hop_id + , subq_11.value + , subq_11.customer_third_hop_id__value + , subq_11.third_hop_count FROM ( -- Read Elements From Semantic Model 'third_hop_table' SELECT @@ -101,157 +101,214 @@ FROM ( , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy , third_hop_table_src_22000.customer_third_hop_id FROM ***************************.third_hop_table third_hop_table_src_22000 - ) subq_6 - ) subq_7 - ) subq_8 + ) subq_11 + ) subq_12 + ) subq_13 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_15.customer_id__customer_third_hop_id - , subq_15.customer_id__customer_third_hop_id__paraguayan_customers + subq_21.customer_id__customer_third_hop_id + , subq_21.customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Compute Metrics via Expressions SELECT - subq_14.customer_id__customer_third_hop_id - , subq_14.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + subq_20.customer_id__customer_third_hop_id + , subq_20.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Aggregate Measures SELECT - subq_13.customer_id__customer_third_hop_id - , SUM(subq_13.customers_with_other_data) AS customers_with_other_data + subq_19.customer_id__customer_third_hop_id + , SUM(subq_19.customers_with_other_data) AS customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] SELECT - subq_12.customer_id__customer_third_hop_id - , subq_12.customers_with_other_data + subq_18.customer_id__customer_third_hop_id + , subq_18.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_11.customer_id__customer_third_hop_id - , subq_11.customer_id__country - , subq_11.customers_with_other_data + subq_17.customer_id__customer_third_hop_id + , subq_17.customer_id__country + , subq_17.customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - subq_10.customer_id__customer_third_hop_id - , subq_10.customer_id__country - , subq_10.customers_with_other_data + subq_16.customer_id__customer_third_hop_id + , subq_16.customer_id__country + , subq_16.customers_with_other_data FROM ( - -- Metric Time Dimension 'acquired_ds' + -- Constrain Output with WHERE SELECT - subq_9.acquired_ds__day - , subq_9.acquired_ds__week - , subq_9.acquired_ds__month - , subq_9.acquired_ds__quarter - , subq_9.acquired_ds__year - , subq_9.acquired_ds__extract_year - , subq_9.acquired_ds__extract_quarter - , subq_9.acquired_ds__extract_month - , subq_9.acquired_ds__extract_day - , subq_9.acquired_ds__extract_dow - , subq_9.acquired_ds__extract_doy - , subq_9.customer_id__acquired_ds__day - , subq_9.customer_id__acquired_ds__week - , subq_9.customer_id__acquired_ds__month - , subq_9.customer_id__acquired_ds__quarter - , subq_9.customer_id__acquired_ds__year - , subq_9.customer_id__acquired_ds__extract_year - , subq_9.customer_id__acquired_ds__extract_quarter - , subq_9.customer_id__acquired_ds__extract_month - , subq_9.customer_id__acquired_ds__extract_day - , subq_9.customer_id__acquired_ds__extract_dow - , subq_9.customer_id__acquired_ds__extract_doy - , subq_9.customer_third_hop_id__acquired_ds__day - , subq_9.customer_third_hop_id__acquired_ds__week - , subq_9.customer_third_hop_id__acquired_ds__month - , subq_9.customer_third_hop_id__acquired_ds__quarter - , subq_9.customer_third_hop_id__acquired_ds__year - , subq_9.customer_third_hop_id__acquired_ds__extract_year - , subq_9.customer_third_hop_id__acquired_ds__extract_quarter - , subq_9.customer_third_hop_id__acquired_ds__extract_month - , subq_9.customer_third_hop_id__acquired_ds__extract_day - , subq_9.customer_third_hop_id__acquired_ds__extract_dow - , subq_9.customer_third_hop_id__acquired_ds__extract_doy - , subq_9.acquired_ds__day AS metric_time__day - , subq_9.acquired_ds__week AS metric_time__week - , subq_9.acquired_ds__month AS metric_time__month - , subq_9.acquired_ds__quarter AS metric_time__quarter - , subq_9.acquired_ds__year AS metric_time__year - , subq_9.acquired_ds__extract_year AS metric_time__extract_year - , subq_9.acquired_ds__extract_quarter AS metric_time__extract_quarter - , subq_9.acquired_ds__extract_month AS metric_time__extract_month - , subq_9.acquired_ds__extract_day AS metric_time__extract_day - , subq_9.acquired_ds__extract_dow AS metric_time__extract_dow - , subq_9.acquired_ds__extract_doy AS metric_time__extract_doy - , subq_9.customer_id - , subq_9.customer_third_hop_id - , subq_9.customer_id__customer_third_hop_id - , subq_9.customer_third_hop_id__customer_id - , subq_9.country - , subq_9.customer_id__country - , subq_9.customer_third_hop_id__country - , subq_9.customers_with_other_data + subq_15.acquired_ds__day + , subq_15.acquired_ds__week + , subq_15.acquired_ds__month + , subq_15.acquired_ds__quarter + , subq_15.acquired_ds__year + , subq_15.acquired_ds__extract_year + , subq_15.acquired_ds__extract_quarter + , subq_15.acquired_ds__extract_month + , subq_15.acquired_ds__extract_day + , subq_15.acquired_ds__extract_dow + , subq_15.acquired_ds__extract_doy + , subq_15.customer_id__acquired_ds__day + , subq_15.customer_id__acquired_ds__week + , subq_15.customer_id__acquired_ds__month + , subq_15.customer_id__acquired_ds__quarter + , subq_15.customer_id__acquired_ds__year + , subq_15.customer_id__acquired_ds__extract_year + , subq_15.customer_id__acquired_ds__extract_quarter + , subq_15.customer_id__acquired_ds__extract_month + , subq_15.customer_id__acquired_ds__extract_day + , subq_15.customer_id__acquired_ds__extract_dow + , subq_15.customer_id__acquired_ds__extract_doy + , subq_15.customer_third_hop_id__acquired_ds__day + , subq_15.customer_third_hop_id__acquired_ds__week + , subq_15.customer_third_hop_id__acquired_ds__month + , subq_15.customer_third_hop_id__acquired_ds__quarter + , subq_15.customer_third_hop_id__acquired_ds__year + , subq_15.customer_third_hop_id__acquired_ds__extract_year + , subq_15.customer_third_hop_id__acquired_ds__extract_quarter + , subq_15.customer_third_hop_id__acquired_ds__extract_month + , subq_15.customer_third_hop_id__acquired_ds__extract_day + , subq_15.customer_third_hop_id__acquired_ds__extract_dow + , subq_15.customer_third_hop_id__acquired_ds__extract_doy + , subq_15.metric_time__day + , subq_15.metric_time__week + , subq_15.metric_time__month + , subq_15.metric_time__quarter + , subq_15.metric_time__year + , subq_15.metric_time__extract_year + , subq_15.metric_time__extract_quarter + , subq_15.metric_time__extract_month + , subq_15.metric_time__extract_day + , subq_15.metric_time__extract_dow + , subq_15.metric_time__extract_doy + , subq_15.customer_id + , subq_15.customer_third_hop_id + , subq_15.customer_id__customer_third_hop_id + , subq_15.customer_third_hop_id__customer_id + , subq_15.country + , subq_15.customer_id__country + , subq_15.customer_third_hop_id__country + , subq_15.customers_with_other_data FROM ( - -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' SELECT - 1 AS customers_with_other_data - , customer_other_data_src_22000.country - , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day - , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week - , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month - , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter - , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow - , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy - , customer_other_data_src_22000.country AS customer_id__country - , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day - , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week - , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month - , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter - , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow - , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy - , customer_other_data_src_22000.country AS customer_third_hop_id__country - , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day - , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week - , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month - , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter - , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow - , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy - , customer_other_data_src_22000.customer_id - , customer_other_data_src_22000.customer_third_hop_id - , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id - , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id - FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_9 - ) subq_10 - ) subq_11 + subq_14.acquired_ds__day + , subq_14.acquired_ds__week + , subq_14.acquired_ds__month + , subq_14.acquired_ds__quarter + , subq_14.acquired_ds__year + , subq_14.acquired_ds__extract_year + , subq_14.acquired_ds__extract_quarter + , subq_14.acquired_ds__extract_month + , subq_14.acquired_ds__extract_day + , subq_14.acquired_ds__extract_dow + , subq_14.acquired_ds__extract_doy + , subq_14.customer_id__acquired_ds__day + , subq_14.customer_id__acquired_ds__week + , subq_14.customer_id__acquired_ds__month + , subq_14.customer_id__acquired_ds__quarter + , subq_14.customer_id__acquired_ds__year + , subq_14.customer_id__acquired_ds__extract_year + , subq_14.customer_id__acquired_ds__extract_quarter + , subq_14.customer_id__acquired_ds__extract_month + , subq_14.customer_id__acquired_ds__extract_day + , subq_14.customer_id__acquired_ds__extract_dow + , subq_14.customer_id__acquired_ds__extract_doy + , subq_14.customer_third_hop_id__acquired_ds__day + , subq_14.customer_third_hop_id__acquired_ds__week + , subq_14.customer_third_hop_id__acquired_ds__month + , subq_14.customer_third_hop_id__acquired_ds__quarter + , subq_14.customer_third_hop_id__acquired_ds__year + , subq_14.customer_third_hop_id__acquired_ds__extract_year + , subq_14.customer_third_hop_id__acquired_ds__extract_quarter + , subq_14.customer_third_hop_id__acquired_ds__extract_month + , subq_14.customer_third_hop_id__acquired_ds__extract_day + , subq_14.customer_third_hop_id__acquired_ds__extract_dow + , subq_14.customer_third_hop_id__acquired_ds__extract_doy + , subq_14.acquired_ds__day AS metric_time__day + , subq_14.acquired_ds__week AS metric_time__week + , subq_14.acquired_ds__month AS metric_time__month + , subq_14.acquired_ds__quarter AS metric_time__quarter + , subq_14.acquired_ds__year AS metric_time__year + , subq_14.acquired_ds__extract_year AS metric_time__extract_year + , subq_14.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_14.acquired_ds__extract_month AS metric_time__extract_month + , subq_14.acquired_ds__extract_day AS metric_time__extract_day + , subq_14.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_14.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_14.customer_id + , subq_14.customer_third_hop_id + , subq_14.customer_id__customer_third_hop_id + , subq_14.customer_third_hop_id__customer_id + , subq_14.country + , subq_14.customer_id__country + , subq_14.customer_third_hop_id__country + , subq_14.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_14 + ) subq_15 + WHERE customer_id__country = 'paraguay' + ) subq_16 + ) subq_17 WHERE customer_id__country = 'paraguay' - ) subq_12 - ) subq_13 + ) subq_18 + ) subq_19 GROUP BY - subq_13.customer_id__customer_third_hop_id - ) subq_14 - ) subq_15 - ) subq_16 + subq_19.customer_id__customer_third_hop_id + ) subq_20 + ) subq_21 + ) subq_22 ON - subq_8.customer_third_hop_id = subq_16.customer_id__customer_third_hop_id - ) subq_17 - ) subq_18 + subq_13.customer_third_hop_id = subq_22.customer_id__customer_third_hop_id + ) subq_23 + ) subq_24 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 - ) subq_19 - ) subq_20 -) subq_21 + ) subq_25 + ) subq_26 +) subq_27 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0_optimized.sql index 2ad52ec04c..7c12d6cf98 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0_optimized.sql @@ -8,7 +8,7 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_32.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + subq_39.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count FROM ***************************.third_hop_table third_hop_table_src_22000 LEFT OUTER JOIN ( @@ -21,20 +21,28 @@ FROM ( customer_id__customer_third_hop_id , SUM(customers_with_other_data) AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( - -- Read Elements From Semantic Model 'customer_other_data' - -- Metric Time Dimension 'acquired_ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - customer_third_hop_id AS customer_id__customer_third_hop_id - , country AS customer_id__country - , 1 AS customers_with_other_data - FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_27 + customer_id__customer_third_hop_id + , customer_id__country + , customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' + SELECT + customer_third_hop_id AS customer_id__customer_third_hop_id + , country AS customer_id__country + , 1 AS customers_with_other_data + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_32 + WHERE customer_id__country = 'paraguay' + ) subq_34 WHERE customer_id__country = 'paraguay' GROUP BY customer_id__customer_third_hop_id - ) subq_32 + ) subq_39 ON - third_hop_table_src_22000.customer_third_hop_id = subq_32.customer_id__customer_third_hop_id -) subq_34 + third_hop_table_src_22000.customer_third_hop_id = subq_39.customer_id__customer_third_hop_id +) subq_41 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0.sql index 6a27e35c22..795a470587 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0.sql @@ -1,76 +1,76 @@ -- Compute Metrics via Expressions SELECT - subq_21.third_hop_count + subq_27.third_hop_count FROM ( -- Aggregate Measures SELECT - COUNT(DISTINCT subq_20.third_hop_count) AS third_hop_count + COUNT(DISTINCT subq_26.third_hop_count) AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count',] SELECT - subq_19.third_hop_count + subq_25.third_hop_count FROM ( -- Constrain Output with WHERE SELECT - subq_18.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_18.third_hop_count + subq_24.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_24.third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_17.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_17.third_hop_count + subq_23.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_23.third_hop_count FROM ( -- Join Standard Outputs SELECT - subq_8.customer_third_hop_id AS customer_third_hop_id - , subq_16.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id - , subq_16.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_8.third_hop_count AS third_hop_count + subq_13.customer_third_hop_id AS customer_third_hop_id + , subq_22.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_22.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_13.third_hop_count AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] SELECT - subq_7.customer_third_hop_id - , subq_7.third_hop_count + subq_12.customer_third_hop_id + , subq_12.third_hop_count FROM ( -- Metric Time Dimension 'third_hop_ds' SELECT - subq_6.third_hop_ds__day - , subq_6.third_hop_ds__week - , subq_6.third_hop_ds__month - , subq_6.third_hop_ds__quarter - , subq_6.third_hop_ds__year - , subq_6.third_hop_ds__extract_year - , subq_6.third_hop_ds__extract_quarter - , subq_6.third_hop_ds__extract_month - , subq_6.third_hop_ds__extract_day - , subq_6.third_hop_ds__extract_dow - , subq_6.third_hop_ds__extract_doy - , subq_6.customer_third_hop_id__third_hop_ds__day - , subq_6.customer_third_hop_id__third_hop_ds__week - , subq_6.customer_third_hop_id__third_hop_ds__month - , subq_6.customer_third_hop_id__third_hop_ds__quarter - , subq_6.customer_third_hop_id__third_hop_ds__year - , subq_6.customer_third_hop_id__third_hop_ds__extract_year - , subq_6.customer_third_hop_id__third_hop_ds__extract_quarter - , subq_6.customer_third_hop_id__third_hop_ds__extract_month - , subq_6.customer_third_hop_id__third_hop_ds__extract_day - , subq_6.customer_third_hop_id__third_hop_ds__extract_dow - , subq_6.customer_third_hop_id__third_hop_ds__extract_doy - , subq_6.third_hop_ds__day AS metric_time__day - , subq_6.third_hop_ds__week AS metric_time__week - , subq_6.third_hop_ds__month AS metric_time__month - , subq_6.third_hop_ds__quarter AS metric_time__quarter - , subq_6.third_hop_ds__year AS metric_time__year - , subq_6.third_hop_ds__extract_year AS metric_time__extract_year - , subq_6.third_hop_ds__extract_quarter AS metric_time__extract_quarter - , subq_6.third_hop_ds__extract_month AS metric_time__extract_month - , subq_6.third_hop_ds__extract_day AS metric_time__extract_day - , subq_6.third_hop_ds__extract_dow AS metric_time__extract_dow - , subq_6.third_hop_ds__extract_doy AS metric_time__extract_doy - , subq_6.customer_third_hop_id - , subq_6.value - , subq_6.customer_third_hop_id__value - , subq_6.third_hop_count + subq_11.third_hop_ds__day + , subq_11.third_hop_ds__week + , subq_11.third_hop_ds__month + , subq_11.third_hop_ds__quarter + , subq_11.third_hop_ds__year + , subq_11.third_hop_ds__extract_year + , subq_11.third_hop_ds__extract_quarter + , subq_11.third_hop_ds__extract_month + , subq_11.third_hop_ds__extract_day + , subq_11.third_hop_ds__extract_dow + , subq_11.third_hop_ds__extract_doy + , subq_11.customer_third_hop_id__third_hop_ds__day + , subq_11.customer_third_hop_id__third_hop_ds__week + , subq_11.customer_third_hop_id__third_hop_ds__month + , subq_11.customer_third_hop_id__third_hop_ds__quarter + , subq_11.customer_third_hop_id__third_hop_ds__year + , subq_11.customer_third_hop_id__third_hop_ds__extract_year + , subq_11.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_11.customer_third_hop_id__third_hop_ds__extract_month + , subq_11.customer_third_hop_id__third_hop_ds__extract_day + , subq_11.customer_third_hop_id__third_hop_ds__extract_dow + , subq_11.customer_third_hop_id__third_hop_ds__extract_doy + , subq_11.third_hop_ds__day AS metric_time__day + , subq_11.third_hop_ds__week AS metric_time__week + , subq_11.third_hop_ds__month AS metric_time__month + , subq_11.third_hop_ds__quarter AS metric_time__quarter + , subq_11.third_hop_ds__year AS metric_time__year + , subq_11.third_hop_ds__extract_year AS metric_time__extract_year + , subq_11.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_11.third_hop_ds__extract_month AS metric_time__extract_month + , subq_11.third_hop_ds__extract_day AS metric_time__extract_day + , subq_11.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_11.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_11.customer_third_hop_id + , subq_11.value + , subq_11.customer_third_hop_id__value + , subq_11.third_hop_count FROM ( -- Read Elements From Semantic Model 'third_hop_table' SELECT @@ -101,157 +101,214 @@ FROM ( , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy , third_hop_table_src_22000.customer_third_hop_id FROM ***************************.third_hop_table third_hop_table_src_22000 - ) subq_6 - ) subq_7 - ) subq_8 + ) subq_11 + ) subq_12 + ) subq_13 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_15.customer_id__customer_third_hop_id - , subq_15.customer_id__customer_third_hop_id__paraguayan_customers + subq_21.customer_id__customer_third_hop_id + , subq_21.customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Compute Metrics via Expressions SELECT - subq_14.customer_id__customer_third_hop_id - , subq_14.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + subq_20.customer_id__customer_third_hop_id + , subq_20.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Aggregate Measures SELECT - subq_13.customer_id__customer_third_hop_id - , SUM(subq_13.customers_with_other_data) AS customers_with_other_data + subq_19.customer_id__customer_third_hop_id + , SUM(subq_19.customers_with_other_data) AS customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] SELECT - subq_12.customer_id__customer_third_hop_id - , subq_12.customers_with_other_data + subq_18.customer_id__customer_third_hop_id + , subq_18.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_11.customer_id__customer_third_hop_id - , subq_11.customer_id__country - , subq_11.customers_with_other_data + subq_17.customer_id__customer_third_hop_id + , subq_17.customer_id__country + , subq_17.customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - subq_10.customer_id__customer_third_hop_id - , subq_10.customer_id__country - , subq_10.customers_with_other_data + subq_16.customer_id__customer_third_hop_id + , subq_16.customer_id__country + , subq_16.customers_with_other_data FROM ( - -- Metric Time Dimension 'acquired_ds' + -- Constrain Output with WHERE SELECT - subq_9.acquired_ds__day - , subq_9.acquired_ds__week - , subq_9.acquired_ds__month - , subq_9.acquired_ds__quarter - , subq_9.acquired_ds__year - , subq_9.acquired_ds__extract_year - , subq_9.acquired_ds__extract_quarter - , subq_9.acquired_ds__extract_month - , subq_9.acquired_ds__extract_day - , subq_9.acquired_ds__extract_dow - , subq_9.acquired_ds__extract_doy - , subq_9.customer_id__acquired_ds__day - , subq_9.customer_id__acquired_ds__week - , subq_9.customer_id__acquired_ds__month - , subq_9.customer_id__acquired_ds__quarter - , subq_9.customer_id__acquired_ds__year - , subq_9.customer_id__acquired_ds__extract_year - , subq_9.customer_id__acquired_ds__extract_quarter - , subq_9.customer_id__acquired_ds__extract_month - , subq_9.customer_id__acquired_ds__extract_day - , subq_9.customer_id__acquired_ds__extract_dow - , subq_9.customer_id__acquired_ds__extract_doy - , subq_9.customer_third_hop_id__acquired_ds__day - , subq_9.customer_third_hop_id__acquired_ds__week - , subq_9.customer_third_hop_id__acquired_ds__month - , subq_9.customer_third_hop_id__acquired_ds__quarter - , subq_9.customer_third_hop_id__acquired_ds__year - , subq_9.customer_third_hop_id__acquired_ds__extract_year - , subq_9.customer_third_hop_id__acquired_ds__extract_quarter - , subq_9.customer_third_hop_id__acquired_ds__extract_month - , subq_9.customer_third_hop_id__acquired_ds__extract_day - , subq_9.customer_third_hop_id__acquired_ds__extract_dow - , subq_9.customer_third_hop_id__acquired_ds__extract_doy - , subq_9.acquired_ds__day AS metric_time__day - , subq_9.acquired_ds__week AS metric_time__week - , subq_9.acquired_ds__month AS metric_time__month - , subq_9.acquired_ds__quarter AS metric_time__quarter - , subq_9.acquired_ds__year AS metric_time__year - , subq_9.acquired_ds__extract_year AS metric_time__extract_year - , subq_9.acquired_ds__extract_quarter AS metric_time__extract_quarter - , subq_9.acquired_ds__extract_month AS metric_time__extract_month - , subq_9.acquired_ds__extract_day AS metric_time__extract_day - , subq_9.acquired_ds__extract_dow AS metric_time__extract_dow - , subq_9.acquired_ds__extract_doy AS metric_time__extract_doy - , subq_9.customer_id - , subq_9.customer_third_hop_id - , subq_9.customer_id__customer_third_hop_id - , subq_9.customer_third_hop_id__customer_id - , subq_9.country - , subq_9.customer_id__country - , subq_9.customer_third_hop_id__country - , subq_9.customers_with_other_data + subq_15.acquired_ds__day + , subq_15.acquired_ds__week + , subq_15.acquired_ds__month + , subq_15.acquired_ds__quarter + , subq_15.acquired_ds__year + , subq_15.acquired_ds__extract_year + , subq_15.acquired_ds__extract_quarter + , subq_15.acquired_ds__extract_month + , subq_15.acquired_ds__extract_day + , subq_15.acquired_ds__extract_dow + , subq_15.acquired_ds__extract_doy + , subq_15.customer_id__acquired_ds__day + , subq_15.customer_id__acquired_ds__week + , subq_15.customer_id__acquired_ds__month + , subq_15.customer_id__acquired_ds__quarter + , subq_15.customer_id__acquired_ds__year + , subq_15.customer_id__acquired_ds__extract_year + , subq_15.customer_id__acquired_ds__extract_quarter + , subq_15.customer_id__acquired_ds__extract_month + , subq_15.customer_id__acquired_ds__extract_day + , subq_15.customer_id__acquired_ds__extract_dow + , subq_15.customer_id__acquired_ds__extract_doy + , subq_15.customer_third_hop_id__acquired_ds__day + , subq_15.customer_third_hop_id__acquired_ds__week + , subq_15.customer_third_hop_id__acquired_ds__month + , subq_15.customer_third_hop_id__acquired_ds__quarter + , subq_15.customer_third_hop_id__acquired_ds__year + , subq_15.customer_third_hop_id__acquired_ds__extract_year + , subq_15.customer_third_hop_id__acquired_ds__extract_quarter + , subq_15.customer_third_hop_id__acquired_ds__extract_month + , subq_15.customer_third_hop_id__acquired_ds__extract_day + , subq_15.customer_third_hop_id__acquired_ds__extract_dow + , subq_15.customer_third_hop_id__acquired_ds__extract_doy + , subq_15.metric_time__day + , subq_15.metric_time__week + , subq_15.metric_time__month + , subq_15.metric_time__quarter + , subq_15.metric_time__year + , subq_15.metric_time__extract_year + , subq_15.metric_time__extract_quarter + , subq_15.metric_time__extract_month + , subq_15.metric_time__extract_day + , subq_15.metric_time__extract_dow + , subq_15.metric_time__extract_doy + , subq_15.customer_id + , subq_15.customer_third_hop_id + , subq_15.customer_id__customer_third_hop_id + , subq_15.customer_third_hop_id__customer_id + , subq_15.country + , subq_15.customer_id__country + , subq_15.customer_third_hop_id__country + , subq_15.customers_with_other_data FROM ( - -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' SELECT - 1 AS customers_with_other_data - , customer_other_data_src_22000.country - , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day - , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week - , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month - , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter - , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day - , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow - , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy - , customer_other_data_src_22000.country AS customer_id__country - , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day - , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week - , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month - , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter - , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day - , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow - , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy - , customer_other_data_src_22000.country AS customer_third_hop_id__country - , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day - , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week - , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month - , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter - , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day - , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow - , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy - , customer_other_data_src_22000.customer_id - , customer_other_data_src_22000.customer_third_hop_id - , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id - , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id - FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_9 - ) subq_10 - ) subq_11 + subq_14.acquired_ds__day + , subq_14.acquired_ds__week + , subq_14.acquired_ds__month + , subq_14.acquired_ds__quarter + , subq_14.acquired_ds__year + , subq_14.acquired_ds__extract_year + , subq_14.acquired_ds__extract_quarter + , subq_14.acquired_ds__extract_month + , subq_14.acquired_ds__extract_day + , subq_14.acquired_ds__extract_dow + , subq_14.acquired_ds__extract_doy + , subq_14.customer_id__acquired_ds__day + , subq_14.customer_id__acquired_ds__week + , subq_14.customer_id__acquired_ds__month + , subq_14.customer_id__acquired_ds__quarter + , subq_14.customer_id__acquired_ds__year + , subq_14.customer_id__acquired_ds__extract_year + , subq_14.customer_id__acquired_ds__extract_quarter + , subq_14.customer_id__acquired_ds__extract_month + , subq_14.customer_id__acquired_ds__extract_day + , subq_14.customer_id__acquired_ds__extract_dow + , subq_14.customer_id__acquired_ds__extract_doy + , subq_14.customer_third_hop_id__acquired_ds__day + , subq_14.customer_third_hop_id__acquired_ds__week + , subq_14.customer_third_hop_id__acquired_ds__month + , subq_14.customer_third_hop_id__acquired_ds__quarter + , subq_14.customer_third_hop_id__acquired_ds__year + , subq_14.customer_third_hop_id__acquired_ds__extract_year + , subq_14.customer_third_hop_id__acquired_ds__extract_quarter + , subq_14.customer_third_hop_id__acquired_ds__extract_month + , subq_14.customer_third_hop_id__acquired_ds__extract_day + , subq_14.customer_third_hop_id__acquired_ds__extract_dow + , subq_14.customer_third_hop_id__acquired_ds__extract_doy + , subq_14.acquired_ds__day AS metric_time__day + , subq_14.acquired_ds__week AS metric_time__week + , subq_14.acquired_ds__month AS metric_time__month + , subq_14.acquired_ds__quarter AS metric_time__quarter + , subq_14.acquired_ds__year AS metric_time__year + , subq_14.acquired_ds__extract_year AS metric_time__extract_year + , subq_14.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_14.acquired_ds__extract_month AS metric_time__extract_month + , subq_14.acquired_ds__extract_day AS metric_time__extract_day + , subq_14.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_14.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_14.customer_id + , subq_14.customer_third_hop_id + , subq_14.customer_id__customer_third_hop_id + , subq_14.customer_third_hop_id__customer_id + , subq_14.country + , subq_14.customer_id__country + , subq_14.customer_third_hop_id__country + , subq_14.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_14 + ) subq_15 + WHERE customer_id__country = 'paraguay' + ) subq_16 + ) subq_17 WHERE customer_id__country = 'paraguay' - ) subq_12 - ) subq_13 + ) subq_18 + ) subq_19 GROUP BY - subq_13.customer_id__customer_third_hop_id - ) subq_14 - ) subq_15 - ) subq_16 + subq_19.customer_id__customer_third_hop_id + ) subq_20 + ) subq_21 + ) subq_22 ON - subq_8.customer_third_hop_id = subq_16.customer_id__customer_third_hop_id - ) subq_17 - ) subq_18 + subq_13.customer_third_hop_id = subq_22.customer_id__customer_third_hop_id + ) subq_23 + ) subq_24 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 - ) subq_19 - ) subq_20 -) subq_21 + ) subq_25 + ) subq_26 +) subq_27 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0_optimized.sql index 2ad52ec04c..7c12d6cf98 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0_optimized.sql @@ -8,7 +8,7 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_32.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + subq_39.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count FROM ***************************.third_hop_table third_hop_table_src_22000 LEFT OUTER JOIN ( @@ -21,20 +21,28 @@ FROM ( customer_id__customer_third_hop_id , SUM(customers_with_other_data) AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( - -- Read Elements From Semantic Model 'customer_other_data' - -- Metric Time Dimension 'acquired_ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - customer_third_hop_id AS customer_id__customer_third_hop_id - , country AS customer_id__country - , 1 AS customers_with_other_data - FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_27 + customer_id__customer_third_hop_id + , customer_id__country + , customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' + SELECT + customer_third_hop_id AS customer_id__customer_third_hop_id + , country AS customer_id__country + , 1 AS customers_with_other_data + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_32 + WHERE customer_id__country = 'paraguay' + ) subq_34 WHERE customer_id__country = 'paraguay' GROUP BY customer_id__customer_third_hop_id - ) subq_32 + ) subq_39 ON - third_hop_table_src_22000.customer_third_hop_id = subq_32.customer_id__customer_third_hop_id -) subq_34 + third_hop_table_src_22000.customer_third_hop_id = subq_39.customer_id__customer_third_hop_id +) subq_41 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0.sql index 6a27e35c22..795a470587 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0.sql @@ -1,76 +1,76 @@ -- Compute Metrics via Expressions SELECT - subq_21.third_hop_count + subq_27.third_hop_count FROM ( -- Aggregate Measures SELECT - COUNT(DISTINCT subq_20.third_hop_count) AS third_hop_count + COUNT(DISTINCT subq_26.third_hop_count) AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count',] SELECT - subq_19.third_hop_count + subq_25.third_hop_count FROM ( -- Constrain Output with WHERE SELECT - subq_18.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_18.third_hop_count + subq_24.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_24.third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_17.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_17.third_hop_count + subq_23.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_23.third_hop_count FROM ( -- Join Standard Outputs SELECT - subq_8.customer_third_hop_id AS customer_third_hop_id - , subq_16.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id - , subq_16.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_8.third_hop_count AS third_hop_count + subq_13.customer_third_hop_id AS customer_third_hop_id + , subq_22.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_22.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_13.third_hop_count AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] SELECT - subq_7.customer_third_hop_id - , subq_7.third_hop_count + subq_12.customer_third_hop_id + , subq_12.third_hop_count FROM ( -- Metric Time Dimension 'third_hop_ds' SELECT - subq_6.third_hop_ds__day - , subq_6.third_hop_ds__week - , subq_6.third_hop_ds__month - , subq_6.third_hop_ds__quarter - , subq_6.third_hop_ds__year - , subq_6.third_hop_ds__extract_year - , subq_6.third_hop_ds__extract_quarter - , subq_6.third_hop_ds__extract_month - , subq_6.third_hop_ds__extract_day - , subq_6.third_hop_ds__extract_dow - , subq_6.third_hop_ds__extract_doy - , subq_6.customer_third_hop_id__third_hop_ds__day - , subq_6.customer_third_hop_id__third_hop_ds__week - , subq_6.customer_third_hop_id__third_hop_ds__month - , subq_6.customer_third_hop_id__third_hop_ds__quarter - , subq_6.customer_third_hop_id__third_hop_ds__year - , subq_6.customer_third_hop_id__third_hop_ds__extract_year - , subq_6.customer_third_hop_id__third_hop_ds__extract_quarter - , subq_6.customer_third_hop_id__third_hop_ds__extract_month - , subq_6.customer_third_hop_id__third_hop_ds__extract_day - , subq_6.customer_third_hop_id__third_hop_ds__extract_dow - , subq_6.customer_third_hop_id__third_hop_ds__extract_doy - , subq_6.third_hop_ds__day AS metric_time__day - , subq_6.third_hop_ds__week AS metric_time__week - , subq_6.third_hop_ds__month AS metric_time__month - , subq_6.third_hop_ds__quarter AS metric_time__quarter - , subq_6.third_hop_ds__year AS metric_time__year - , subq_6.third_hop_ds__extract_year AS metric_time__extract_year - , subq_6.third_hop_ds__extract_quarter AS metric_time__extract_quarter - , subq_6.third_hop_ds__extract_month AS metric_time__extract_month - , subq_6.third_hop_ds__extract_day AS metric_time__extract_day - , subq_6.third_hop_ds__extract_dow AS metric_time__extract_dow - , subq_6.third_hop_ds__extract_doy AS metric_time__extract_doy - , subq_6.customer_third_hop_id - , subq_6.value - , subq_6.customer_third_hop_id__value - , subq_6.third_hop_count + subq_11.third_hop_ds__day + , subq_11.third_hop_ds__week + , subq_11.third_hop_ds__month + , subq_11.third_hop_ds__quarter + , subq_11.third_hop_ds__year + , subq_11.third_hop_ds__extract_year + , subq_11.third_hop_ds__extract_quarter + , subq_11.third_hop_ds__extract_month + , subq_11.third_hop_ds__extract_day + , subq_11.third_hop_ds__extract_dow + , subq_11.third_hop_ds__extract_doy + , subq_11.customer_third_hop_id__third_hop_ds__day + , subq_11.customer_third_hop_id__third_hop_ds__week + , subq_11.customer_third_hop_id__third_hop_ds__month + , subq_11.customer_third_hop_id__third_hop_ds__quarter + , subq_11.customer_third_hop_id__third_hop_ds__year + , subq_11.customer_third_hop_id__third_hop_ds__extract_year + , subq_11.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_11.customer_third_hop_id__third_hop_ds__extract_month + , subq_11.customer_third_hop_id__third_hop_ds__extract_day + , subq_11.customer_third_hop_id__third_hop_ds__extract_dow + , subq_11.customer_third_hop_id__third_hop_ds__extract_doy + , subq_11.third_hop_ds__day AS metric_time__day + , subq_11.third_hop_ds__week AS metric_time__week + , subq_11.third_hop_ds__month AS metric_time__month + , subq_11.third_hop_ds__quarter AS metric_time__quarter + , subq_11.third_hop_ds__year AS metric_time__year + , subq_11.third_hop_ds__extract_year AS metric_time__extract_year + , subq_11.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_11.third_hop_ds__extract_month AS metric_time__extract_month + , subq_11.third_hop_ds__extract_day AS metric_time__extract_day + , subq_11.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_11.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_11.customer_third_hop_id + , subq_11.value + , subq_11.customer_third_hop_id__value + , subq_11.third_hop_count FROM ( -- Read Elements From Semantic Model 'third_hop_table' SELECT @@ -101,157 +101,214 @@ FROM ( , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy , third_hop_table_src_22000.customer_third_hop_id FROM ***************************.third_hop_table third_hop_table_src_22000 - ) subq_6 - ) subq_7 - ) subq_8 + ) subq_11 + ) subq_12 + ) subq_13 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_15.customer_id__customer_third_hop_id - , subq_15.customer_id__customer_third_hop_id__paraguayan_customers + subq_21.customer_id__customer_third_hop_id + , subq_21.customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Compute Metrics via Expressions SELECT - subq_14.customer_id__customer_third_hop_id - , subq_14.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + subq_20.customer_id__customer_third_hop_id + , subq_20.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Aggregate Measures SELECT - subq_13.customer_id__customer_third_hop_id - , SUM(subq_13.customers_with_other_data) AS customers_with_other_data + subq_19.customer_id__customer_third_hop_id + , SUM(subq_19.customers_with_other_data) AS customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] SELECT - subq_12.customer_id__customer_third_hop_id - , subq_12.customers_with_other_data + subq_18.customer_id__customer_third_hop_id + , subq_18.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_11.customer_id__customer_third_hop_id - , subq_11.customer_id__country - , subq_11.customers_with_other_data + subq_17.customer_id__customer_third_hop_id + , subq_17.customer_id__country + , subq_17.customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - subq_10.customer_id__customer_third_hop_id - , subq_10.customer_id__country - , subq_10.customers_with_other_data + subq_16.customer_id__customer_third_hop_id + , subq_16.customer_id__country + , subq_16.customers_with_other_data FROM ( - -- Metric Time Dimension 'acquired_ds' + -- Constrain Output with WHERE SELECT - subq_9.acquired_ds__day - , subq_9.acquired_ds__week - , subq_9.acquired_ds__month - , subq_9.acquired_ds__quarter - , subq_9.acquired_ds__year - , subq_9.acquired_ds__extract_year - , subq_9.acquired_ds__extract_quarter - , subq_9.acquired_ds__extract_month - , subq_9.acquired_ds__extract_day - , subq_9.acquired_ds__extract_dow - , subq_9.acquired_ds__extract_doy - , subq_9.customer_id__acquired_ds__day - , subq_9.customer_id__acquired_ds__week - , subq_9.customer_id__acquired_ds__month - , subq_9.customer_id__acquired_ds__quarter - , subq_9.customer_id__acquired_ds__year - , subq_9.customer_id__acquired_ds__extract_year - , subq_9.customer_id__acquired_ds__extract_quarter - , subq_9.customer_id__acquired_ds__extract_month - , subq_9.customer_id__acquired_ds__extract_day - , subq_9.customer_id__acquired_ds__extract_dow - , subq_9.customer_id__acquired_ds__extract_doy - , subq_9.customer_third_hop_id__acquired_ds__day - , subq_9.customer_third_hop_id__acquired_ds__week - , subq_9.customer_third_hop_id__acquired_ds__month - , subq_9.customer_third_hop_id__acquired_ds__quarter - , subq_9.customer_third_hop_id__acquired_ds__year - , subq_9.customer_third_hop_id__acquired_ds__extract_year - , subq_9.customer_third_hop_id__acquired_ds__extract_quarter - , subq_9.customer_third_hop_id__acquired_ds__extract_month - , subq_9.customer_third_hop_id__acquired_ds__extract_day - , subq_9.customer_third_hop_id__acquired_ds__extract_dow - , subq_9.customer_third_hop_id__acquired_ds__extract_doy - , subq_9.acquired_ds__day AS metric_time__day - , subq_9.acquired_ds__week AS metric_time__week - , subq_9.acquired_ds__month AS metric_time__month - , subq_9.acquired_ds__quarter AS metric_time__quarter - , subq_9.acquired_ds__year AS metric_time__year - , subq_9.acquired_ds__extract_year AS metric_time__extract_year - , subq_9.acquired_ds__extract_quarter AS metric_time__extract_quarter - , subq_9.acquired_ds__extract_month AS metric_time__extract_month - , subq_9.acquired_ds__extract_day AS metric_time__extract_day - , subq_9.acquired_ds__extract_dow AS metric_time__extract_dow - , subq_9.acquired_ds__extract_doy AS metric_time__extract_doy - , subq_9.customer_id - , subq_9.customer_third_hop_id - , subq_9.customer_id__customer_third_hop_id - , subq_9.customer_third_hop_id__customer_id - , subq_9.country - , subq_9.customer_id__country - , subq_9.customer_third_hop_id__country - , subq_9.customers_with_other_data + subq_15.acquired_ds__day + , subq_15.acquired_ds__week + , subq_15.acquired_ds__month + , subq_15.acquired_ds__quarter + , subq_15.acquired_ds__year + , subq_15.acquired_ds__extract_year + , subq_15.acquired_ds__extract_quarter + , subq_15.acquired_ds__extract_month + , subq_15.acquired_ds__extract_day + , subq_15.acquired_ds__extract_dow + , subq_15.acquired_ds__extract_doy + , subq_15.customer_id__acquired_ds__day + , subq_15.customer_id__acquired_ds__week + , subq_15.customer_id__acquired_ds__month + , subq_15.customer_id__acquired_ds__quarter + , subq_15.customer_id__acquired_ds__year + , subq_15.customer_id__acquired_ds__extract_year + , subq_15.customer_id__acquired_ds__extract_quarter + , subq_15.customer_id__acquired_ds__extract_month + , subq_15.customer_id__acquired_ds__extract_day + , subq_15.customer_id__acquired_ds__extract_dow + , subq_15.customer_id__acquired_ds__extract_doy + , subq_15.customer_third_hop_id__acquired_ds__day + , subq_15.customer_third_hop_id__acquired_ds__week + , subq_15.customer_third_hop_id__acquired_ds__month + , subq_15.customer_third_hop_id__acquired_ds__quarter + , subq_15.customer_third_hop_id__acquired_ds__year + , subq_15.customer_third_hop_id__acquired_ds__extract_year + , subq_15.customer_third_hop_id__acquired_ds__extract_quarter + , subq_15.customer_third_hop_id__acquired_ds__extract_month + , subq_15.customer_third_hop_id__acquired_ds__extract_day + , subq_15.customer_third_hop_id__acquired_ds__extract_dow + , subq_15.customer_third_hop_id__acquired_ds__extract_doy + , subq_15.metric_time__day + , subq_15.metric_time__week + , subq_15.metric_time__month + , subq_15.metric_time__quarter + , subq_15.metric_time__year + , subq_15.metric_time__extract_year + , subq_15.metric_time__extract_quarter + , subq_15.metric_time__extract_month + , subq_15.metric_time__extract_day + , subq_15.metric_time__extract_dow + , subq_15.metric_time__extract_doy + , subq_15.customer_id + , subq_15.customer_third_hop_id + , subq_15.customer_id__customer_third_hop_id + , subq_15.customer_third_hop_id__customer_id + , subq_15.country + , subq_15.customer_id__country + , subq_15.customer_third_hop_id__country + , subq_15.customers_with_other_data FROM ( - -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' SELECT - 1 AS customers_with_other_data - , customer_other_data_src_22000.country - , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day - , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week - , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month - , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter - , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day - , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow - , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy - , customer_other_data_src_22000.country AS customer_id__country - , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day - , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week - , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month - , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter - , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day - , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow - , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy - , customer_other_data_src_22000.country AS customer_third_hop_id__country - , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day - , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week - , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month - , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter - , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day - , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow - , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy - , customer_other_data_src_22000.customer_id - , customer_other_data_src_22000.customer_third_hop_id - , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id - , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id - FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_9 - ) subq_10 - ) subq_11 + subq_14.acquired_ds__day + , subq_14.acquired_ds__week + , subq_14.acquired_ds__month + , subq_14.acquired_ds__quarter + , subq_14.acquired_ds__year + , subq_14.acquired_ds__extract_year + , subq_14.acquired_ds__extract_quarter + , subq_14.acquired_ds__extract_month + , subq_14.acquired_ds__extract_day + , subq_14.acquired_ds__extract_dow + , subq_14.acquired_ds__extract_doy + , subq_14.customer_id__acquired_ds__day + , subq_14.customer_id__acquired_ds__week + , subq_14.customer_id__acquired_ds__month + , subq_14.customer_id__acquired_ds__quarter + , subq_14.customer_id__acquired_ds__year + , subq_14.customer_id__acquired_ds__extract_year + , subq_14.customer_id__acquired_ds__extract_quarter + , subq_14.customer_id__acquired_ds__extract_month + , subq_14.customer_id__acquired_ds__extract_day + , subq_14.customer_id__acquired_ds__extract_dow + , subq_14.customer_id__acquired_ds__extract_doy + , subq_14.customer_third_hop_id__acquired_ds__day + , subq_14.customer_third_hop_id__acquired_ds__week + , subq_14.customer_third_hop_id__acquired_ds__month + , subq_14.customer_third_hop_id__acquired_ds__quarter + , subq_14.customer_third_hop_id__acquired_ds__year + , subq_14.customer_third_hop_id__acquired_ds__extract_year + , subq_14.customer_third_hop_id__acquired_ds__extract_quarter + , subq_14.customer_third_hop_id__acquired_ds__extract_month + , subq_14.customer_third_hop_id__acquired_ds__extract_day + , subq_14.customer_third_hop_id__acquired_ds__extract_dow + , subq_14.customer_third_hop_id__acquired_ds__extract_doy + , subq_14.acquired_ds__day AS metric_time__day + , subq_14.acquired_ds__week AS metric_time__week + , subq_14.acquired_ds__month AS metric_time__month + , subq_14.acquired_ds__quarter AS metric_time__quarter + , subq_14.acquired_ds__year AS metric_time__year + , subq_14.acquired_ds__extract_year AS metric_time__extract_year + , subq_14.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_14.acquired_ds__extract_month AS metric_time__extract_month + , subq_14.acquired_ds__extract_day AS metric_time__extract_day + , subq_14.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_14.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_14.customer_id + , subq_14.customer_third_hop_id + , subq_14.customer_id__customer_third_hop_id + , subq_14.customer_third_hop_id__customer_id + , subq_14.country + , subq_14.customer_id__country + , subq_14.customer_third_hop_id__country + , subq_14.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_14 + ) subq_15 + WHERE customer_id__country = 'paraguay' + ) subq_16 + ) subq_17 WHERE customer_id__country = 'paraguay' - ) subq_12 - ) subq_13 + ) subq_18 + ) subq_19 GROUP BY - subq_13.customer_id__customer_third_hop_id - ) subq_14 - ) subq_15 - ) subq_16 + subq_19.customer_id__customer_third_hop_id + ) subq_20 + ) subq_21 + ) subq_22 ON - subq_8.customer_third_hop_id = subq_16.customer_id__customer_third_hop_id - ) subq_17 - ) subq_18 + subq_13.customer_third_hop_id = subq_22.customer_id__customer_third_hop_id + ) subq_23 + ) subq_24 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 - ) subq_19 - ) subq_20 -) subq_21 + ) subq_25 + ) subq_26 +) subq_27 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0_optimized.sql index 2ad52ec04c..7c12d6cf98 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0_optimized.sql @@ -8,7 +8,7 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_32.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + subq_39.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count FROM ***************************.third_hop_table third_hop_table_src_22000 LEFT OUTER JOIN ( @@ -21,20 +21,28 @@ FROM ( customer_id__customer_third_hop_id , SUM(customers_with_other_data) AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( - -- Read Elements From Semantic Model 'customer_other_data' - -- Metric Time Dimension 'acquired_ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - customer_third_hop_id AS customer_id__customer_third_hop_id - , country AS customer_id__country - , 1 AS customers_with_other_data - FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_27 + customer_id__customer_third_hop_id + , customer_id__country + , customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' + SELECT + customer_third_hop_id AS customer_id__customer_third_hop_id + , country AS customer_id__country + , 1 AS customers_with_other_data + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_32 + WHERE customer_id__country = 'paraguay' + ) subq_34 WHERE customer_id__country = 'paraguay' GROUP BY customer_id__customer_third_hop_id - ) subq_32 + ) subq_39 ON - third_hop_table_src_22000.customer_third_hop_id = subq_32.customer_id__customer_third_hop_id -) subq_34 + third_hop_table_src_22000.customer_third_hop_id = subq_39.customer_id__customer_third_hop_id +) subq_41 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0.sql index f881118554..deeac7d968 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0.sql @@ -1,76 +1,76 @@ -- Compute Metrics via Expressions SELECT - subq_21.third_hop_count + subq_27.third_hop_count FROM ( -- Aggregate Measures SELECT - COUNT(DISTINCT subq_20.third_hop_count) AS third_hop_count + COUNT(DISTINCT subq_26.third_hop_count) AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count',] SELECT - subq_19.third_hop_count + subq_25.third_hop_count FROM ( -- Constrain Output with WHERE SELECT - subq_18.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_18.third_hop_count + subq_24.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_24.third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_17.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_17.third_hop_count + subq_23.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_23.third_hop_count FROM ( -- Join Standard Outputs SELECT - subq_8.customer_third_hop_id AS customer_third_hop_id - , subq_16.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id - , subq_16.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_8.third_hop_count AS third_hop_count + subq_13.customer_third_hop_id AS customer_third_hop_id + , subq_22.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_22.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_13.third_hop_count AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] SELECT - subq_7.customer_third_hop_id - , subq_7.third_hop_count + subq_12.customer_third_hop_id + , subq_12.third_hop_count FROM ( -- Metric Time Dimension 'third_hop_ds' SELECT - subq_6.third_hop_ds__day - , subq_6.third_hop_ds__week - , subq_6.third_hop_ds__month - , subq_6.third_hop_ds__quarter - , subq_6.third_hop_ds__year - , subq_6.third_hop_ds__extract_year - , subq_6.third_hop_ds__extract_quarter - , subq_6.third_hop_ds__extract_month - , subq_6.third_hop_ds__extract_day - , subq_6.third_hop_ds__extract_dow - , subq_6.third_hop_ds__extract_doy - , subq_6.customer_third_hop_id__third_hop_ds__day - , subq_6.customer_third_hop_id__third_hop_ds__week - , subq_6.customer_third_hop_id__third_hop_ds__month - , subq_6.customer_third_hop_id__third_hop_ds__quarter - , subq_6.customer_third_hop_id__third_hop_ds__year - , subq_6.customer_third_hop_id__third_hop_ds__extract_year - , subq_6.customer_third_hop_id__third_hop_ds__extract_quarter - , subq_6.customer_third_hop_id__third_hop_ds__extract_month - , subq_6.customer_third_hop_id__third_hop_ds__extract_day - , subq_6.customer_third_hop_id__third_hop_ds__extract_dow - , subq_6.customer_third_hop_id__third_hop_ds__extract_doy - , subq_6.third_hop_ds__day AS metric_time__day - , subq_6.third_hop_ds__week AS metric_time__week - , subq_6.third_hop_ds__month AS metric_time__month - , subq_6.third_hop_ds__quarter AS metric_time__quarter - , subq_6.third_hop_ds__year AS metric_time__year - , subq_6.third_hop_ds__extract_year AS metric_time__extract_year - , subq_6.third_hop_ds__extract_quarter AS metric_time__extract_quarter - , subq_6.third_hop_ds__extract_month AS metric_time__extract_month - , subq_6.third_hop_ds__extract_day AS metric_time__extract_day - , subq_6.third_hop_ds__extract_dow AS metric_time__extract_dow - , subq_6.third_hop_ds__extract_doy AS metric_time__extract_doy - , subq_6.customer_third_hop_id - , subq_6.value - , subq_6.customer_third_hop_id__value - , subq_6.third_hop_count + subq_11.third_hop_ds__day + , subq_11.third_hop_ds__week + , subq_11.third_hop_ds__month + , subq_11.third_hop_ds__quarter + , subq_11.third_hop_ds__year + , subq_11.third_hop_ds__extract_year + , subq_11.third_hop_ds__extract_quarter + , subq_11.third_hop_ds__extract_month + , subq_11.third_hop_ds__extract_day + , subq_11.third_hop_ds__extract_dow + , subq_11.third_hop_ds__extract_doy + , subq_11.customer_third_hop_id__third_hop_ds__day + , subq_11.customer_third_hop_id__third_hop_ds__week + , subq_11.customer_third_hop_id__third_hop_ds__month + , subq_11.customer_third_hop_id__third_hop_ds__quarter + , subq_11.customer_third_hop_id__third_hop_ds__year + , subq_11.customer_third_hop_id__third_hop_ds__extract_year + , subq_11.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_11.customer_third_hop_id__third_hop_ds__extract_month + , subq_11.customer_third_hop_id__third_hop_ds__extract_day + , subq_11.customer_third_hop_id__third_hop_ds__extract_dow + , subq_11.customer_third_hop_id__third_hop_ds__extract_doy + , subq_11.third_hop_ds__day AS metric_time__day + , subq_11.third_hop_ds__week AS metric_time__week + , subq_11.third_hop_ds__month AS metric_time__month + , subq_11.third_hop_ds__quarter AS metric_time__quarter + , subq_11.third_hop_ds__year AS metric_time__year + , subq_11.third_hop_ds__extract_year AS metric_time__extract_year + , subq_11.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_11.third_hop_ds__extract_month AS metric_time__extract_month + , subq_11.third_hop_ds__extract_day AS metric_time__extract_day + , subq_11.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_11.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_11.customer_third_hop_id + , subq_11.value + , subq_11.customer_third_hop_id__value + , subq_11.third_hop_count FROM ( -- Read Elements From Semantic Model 'third_hop_table' SELECT @@ -101,157 +101,214 @@ FROM ( , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy , third_hop_table_src_22000.customer_third_hop_id FROM ***************************.third_hop_table third_hop_table_src_22000 - ) subq_6 - ) subq_7 - ) subq_8 + ) subq_11 + ) subq_12 + ) subq_13 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_15.customer_id__customer_third_hop_id - , subq_15.customer_id__customer_third_hop_id__paraguayan_customers + subq_21.customer_id__customer_third_hop_id + , subq_21.customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Compute Metrics via Expressions SELECT - subq_14.customer_id__customer_third_hop_id - , subq_14.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + subq_20.customer_id__customer_third_hop_id + , subq_20.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Aggregate Measures SELECT - subq_13.customer_id__customer_third_hop_id - , SUM(subq_13.customers_with_other_data) AS customers_with_other_data + subq_19.customer_id__customer_third_hop_id + , SUM(subq_19.customers_with_other_data) AS customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] SELECT - subq_12.customer_id__customer_third_hop_id - , subq_12.customers_with_other_data + subq_18.customer_id__customer_third_hop_id + , subq_18.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_11.customer_id__customer_third_hop_id - , subq_11.customer_id__country - , subq_11.customers_with_other_data + subq_17.customer_id__customer_third_hop_id + , subq_17.customer_id__country + , subq_17.customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - subq_10.customer_id__customer_third_hop_id - , subq_10.customer_id__country - , subq_10.customers_with_other_data + subq_16.customer_id__customer_third_hop_id + , subq_16.customer_id__country + , subq_16.customers_with_other_data FROM ( - -- Metric Time Dimension 'acquired_ds' + -- Constrain Output with WHERE SELECT - subq_9.acquired_ds__day - , subq_9.acquired_ds__week - , subq_9.acquired_ds__month - , subq_9.acquired_ds__quarter - , subq_9.acquired_ds__year - , subq_9.acquired_ds__extract_year - , subq_9.acquired_ds__extract_quarter - , subq_9.acquired_ds__extract_month - , subq_9.acquired_ds__extract_day - , subq_9.acquired_ds__extract_dow - , subq_9.acquired_ds__extract_doy - , subq_9.customer_id__acquired_ds__day - , subq_9.customer_id__acquired_ds__week - , subq_9.customer_id__acquired_ds__month - , subq_9.customer_id__acquired_ds__quarter - , subq_9.customer_id__acquired_ds__year - , subq_9.customer_id__acquired_ds__extract_year - , subq_9.customer_id__acquired_ds__extract_quarter - , subq_9.customer_id__acquired_ds__extract_month - , subq_9.customer_id__acquired_ds__extract_day - , subq_9.customer_id__acquired_ds__extract_dow - , subq_9.customer_id__acquired_ds__extract_doy - , subq_9.customer_third_hop_id__acquired_ds__day - , subq_9.customer_third_hop_id__acquired_ds__week - , subq_9.customer_third_hop_id__acquired_ds__month - , subq_9.customer_third_hop_id__acquired_ds__quarter - , subq_9.customer_third_hop_id__acquired_ds__year - , subq_9.customer_third_hop_id__acquired_ds__extract_year - , subq_9.customer_third_hop_id__acquired_ds__extract_quarter - , subq_9.customer_third_hop_id__acquired_ds__extract_month - , subq_9.customer_third_hop_id__acquired_ds__extract_day - , subq_9.customer_third_hop_id__acquired_ds__extract_dow - , subq_9.customer_third_hop_id__acquired_ds__extract_doy - , subq_9.acquired_ds__day AS metric_time__day - , subq_9.acquired_ds__week AS metric_time__week - , subq_9.acquired_ds__month AS metric_time__month - , subq_9.acquired_ds__quarter AS metric_time__quarter - , subq_9.acquired_ds__year AS metric_time__year - , subq_9.acquired_ds__extract_year AS metric_time__extract_year - , subq_9.acquired_ds__extract_quarter AS metric_time__extract_quarter - , subq_9.acquired_ds__extract_month AS metric_time__extract_month - , subq_9.acquired_ds__extract_day AS metric_time__extract_day - , subq_9.acquired_ds__extract_dow AS metric_time__extract_dow - , subq_9.acquired_ds__extract_doy AS metric_time__extract_doy - , subq_9.customer_id - , subq_9.customer_third_hop_id - , subq_9.customer_id__customer_third_hop_id - , subq_9.customer_third_hop_id__customer_id - , subq_9.country - , subq_9.customer_id__country - , subq_9.customer_third_hop_id__country - , subq_9.customers_with_other_data + subq_15.acquired_ds__day + , subq_15.acquired_ds__week + , subq_15.acquired_ds__month + , subq_15.acquired_ds__quarter + , subq_15.acquired_ds__year + , subq_15.acquired_ds__extract_year + , subq_15.acquired_ds__extract_quarter + , subq_15.acquired_ds__extract_month + , subq_15.acquired_ds__extract_day + , subq_15.acquired_ds__extract_dow + , subq_15.acquired_ds__extract_doy + , subq_15.customer_id__acquired_ds__day + , subq_15.customer_id__acquired_ds__week + , subq_15.customer_id__acquired_ds__month + , subq_15.customer_id__acquired_ds__quarter + , subq_15.customer_id__acquired_ds__year + , subq_15.customer_id__acquired_ds__extract_year + , subq_15.customer_id__acquired_ds__extract_quarter + , subq_15.customer_id__acquired_ds__extract_month + , subq_15.customer_id__acquired_ds__extract_day + , subq_15.customer_id__acquired_ds__extract_dow + , subq_15.customer_id__acquired_ds__extract_doy + , subq_15.customer_third_hop_id__acquired_ds__day + , subq_15.customer_third_hop_id__acquired_ds__week + , subq_15.customer_third_hop_id__acquired_ds__month + , subq_15.customer_third_hop_id__acquired_ds__quarter + , subq_15.customer_third_hop_id__acquired_ds__year + , subq_15.customer_third_hop_id__acquired_ds__extract_year + , subq_15.customer_third_hop_id__acquired_ds__extract_quarter + , subq_15.customer_third_hop_id__acquired_ds__extract_month + , subq_15.customer_third_hop_id__acquired_ds__extract_day + , subq_15.customer_third_hop_id__acquired_ds__extract_dow + , subq_15.customer_third_hop_id__acquired_ds__extract_doy + , subq_15.metric_time__day + , subq_15.metric_time__week + , subq_15.metric_time__month + , subq_15.metric_time__quarter + , subq_15.metric_time__year + , subq_15.metric_time__extract_year + , subq_15.metric_time__extract_quarter + , subq_15.metric_time__extract_month + , subq_15.metric_time__extract_day + , subq_15.metric_time__extract_dow + , subq_15.metric_time__extract_doy + , subq_15.customer_id + , subq_15.customer_third_hop_id + , subq_15.customer_id__customer_third_hop_id + , subq_15.customer_third_hop_id__customer_id + , subq_15.country + , subq_15.customer_id__country + , subq_15.customer_third_hop_id__country + , subq_15.customers_with_other_data FROM ( - -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' SELECT - 1 AS customers_with_other_data - , customer_other_data_src_22000.country - , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day - , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week - , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month - , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter - , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day - , CASE WHEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) = 0 THEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) + 7 ELSE EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) END AS acquired_ds__extract_dow - , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy - , customer_other_data_src_22000.country AS customer_id__country - , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day - , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week - , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month - , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter - , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day - , CASE WHEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) = 0 THEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) + 7 ELSE EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) END AS customer_id__acquired_ds__extract_dow - , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy - , customer_other_data_src_22000.country AS customer_third_hop_id__country - , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day - , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week - , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month - , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter - , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day - , CASE WHEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) = 0 THEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) + 7 ELSE EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) END AS customer_third_hop_id__acquired_ds__extract_dow - , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy - , customer_other_data_src_22000.customer_id - , customer_other_data_src_22000.customer_third_hop_id - , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id - , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id - FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_9 - ) subq_10 - ) subq_11 + subq_14.acquired_ds__day + , subq_14.acquired_ds__week + , subq_14.acquired_ds__month + , subq_14.acquired_ds__quarter + , subq_14.acquired_ds__year + , subq_14.acquired_ds__extract_year + , subq_14.acquired_ds__extract_quarter + , subq_14.acquired_ds__extract_month + , subq_14.acquired_ds__extract_day + , subq_14.acquired_ds__extract_dow + , subq_14.acquired_ds__extract_doy + , subq_14.customer_id__acquired_ds__day + , subq_14.customer_id__acquired_ds__week + , subq_14.customer_id__acquired_ds__month + , subq_14.customer_id__acquired_ds__quarter + , subq_14.customer_id__acquired_ds__year + , subq_14.customer_id__acquired_ds__extract_year + , subq_14.customer_id__acquired_ds__extract_quarter + , subq_14.customer_id__acquired_ds__extract_month + , subq_14.customer_id__acquired_ds__extract_day + , subq_14.customer_id__acquired_ds__extract_dow + , subq_14.customer_id__acquired_ds__extract_doy + , subq_14.customer_third_hop_id__acquired_ds__day + , subq_14.customer_third_hop_id__acquired_ds__week + , subq_14.customer_third_hop_id__acquired_ds__month + , subq_14.customer_third_hop_id__acquired_ds__quarter + , subq_14.customer_third_hop_id__acquired_ds__year + , subq_14.customer_third_hop_id__acquired_ds__extract_year + , subq_14.customer_third_hop_id__acquired_ds__extract_quarter + , subq_14.customer_third_hop_id__acquired_ds__extract_month + , subq_14.customer_third_hop_id__acquired_ds__extract_day + , subq_14.customer_third_hop_id__acquired_ds__extract_dow + , subq_14.customer_third_hop_id__acquired_ds__extract_doy + , subq_14.acquired_ds__day AS metric_time__day + , subq_14.acquired_ds__week AS metric_time__week + , subq_14.acquired_ds__month AS metric_time__month + , subq_14.acquired_ds__quarter AS metric_time__quarter + , subq_14.acquired_ds__year AS metric_time__year + , subq_14.acquired_ds__extract_year AS metric_time__extract_year + , subq_14.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_14.acquired_ds__extract_month AS metric_time__extract_month + , subq_14.acquired_ds__extract_day AS metric_time__extract_day + , subq_14.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_14.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_14.customer_id + , subq_14.customer_third_hop_id + , subq_14.customer_id__customer_third_hop_id + , subq_14.customer_third_hop_id__customer_id + , subq_14.country + , subq_14.customer_id__country + , subq_14.customer_third_hop_id__country + , subq_14.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , CASE WHEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) = 0 THEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) + 7 ELSE EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) END AS acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , CASE WHEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) = 0 THEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) + 7 ELSE EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) END AS customer_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , CASE WHEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) = 0 THEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) + 7 ELSE EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) END AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_14 + ) subq_15 + WHERE customer_id__country = 'paraguay' + ) subq_16 + ) subq_17 WHERE customer_id__country = 'paraguay' - ) subq_12 - ) subq_13 + ) subq_18 + ) subq_19 GROUP BY - subq_13.customer_id__customer_third_hop_id - ) subq_14 - ) subq_15 - ) subq_16 + subq_19.customer_id__customer_third_hop_id + ) subq_20 + ) subq_21 + ) subq_22 ON - subq_8.customer_third_hop_id = subq_16.customer_id__customer_third_hop_id - ) subq_17 - ) subq_18 + subq_13.customer_third_hop_id = subq_22.customer_id__customer_third_hop_id + ) subq_23 + ) subq_24 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 - ) subq_19 - ) subq_20 -) subq_21 + ) subq_25 + ) subq_26 +) subq_27 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0_optimized.sql index 2ad52ec04c..7c12d6cf98 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0_optimized.sql @@ -8,7 +8,7 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_32.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + subq_39.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count FROM ***************************.third_hop_table third_hop_table_src_22000 LEFT OUTER JOIN ( @@ -21,20 +21,28 @@ FROM ( customer_id__customer_third_hop_id , SUM(customers_with_other_data) AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( - -- Read Elements From Semantic Model 'customer_other_data' - -- Metric Time Dimension 'acquired_ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - customer_third_hop_id AS customer_id__customer_third_hop_id - , country AS customer_id__country - , 1 AS customers_with_other_data - FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_27 + customer_id__customer_third_hop_id + , customer_id__country + , customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' + SELECT + customer_third_hop_id AS customer_id__customer_third_hop_id + , country AS customer_id__country + , 1 AS customers_with_other_data + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_32 + WHERE customer_id__country = 'paraguay' + ) subq_34 WHERE customer_id__country = 'paraguay' GROUP BY customer_id__customer_third_hop_id - ) subq_32 + ) subq_39 ON - third_hop_table_src_22000.customer_third_hop_id = subq_32.customer_id__customer_third_hop_id -) subq_34 + third_hop_table_src_22000.customer_third_hop_id = subq_39.customer_id__customer_third_hop_id +) subq_41 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0.sql index 9cebbd1f96..3e8a0a8f2a 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0.sql @@ -1,76 +1,76 @@ -- Compute Metrics via Expressions SELECT - subq_21.third_hop_count + subq_27.third_hop_count FROM ( -- Aggregate Measures SELECT - COUNT(DISTINCT subq_20.third_hop_count) AS third_hop_count + COUNT(DISTINCT subq_26.third_hop_count) AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count',] SELECT - subq_19.third_hop_count + subq_25.third_hop_count FROM ( -- Constrain Output with WHERE SELECT - subq_18.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_18.third_hop_count + subq_24.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_24.third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_17.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_17.third_hop_count + subq_23.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_23.third_hop_count FROM ( -- Join Standard Outputs SELECT - subq_8.customer_third_hop_id AS customer_third_hop_id - , subq_16.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id - , subq_16.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_8.third_hop_count AS third_hop_count + subq_13.customer_third_hop_id AS customer_third_hop_id + , subq_22.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_22.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_13.third_hop_count AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] SELECT - subq_7.customer_third_hop_id - , subq_7.third_hop_count + subq_12.customer_third_hop_id + , subq_12.third_hop_count FROM ( -- Metric Time Dimension 'third_hop_ds' SELECT - subq_6.third_hop_ds__day - , subq_6.third_hop_ds__week - , subq_6.third_hop_ds__month - , subq_6.third_hop_ds__quarter - , subq_6.third_hop_ds__year - , subq_6.third_hop_ds__extract_year - , subq_6.third_hop_ds__extract_quarter - , subq_6.third_hop_ds__extract_month - , subq_6.third_hop_ds__extract_day - , subq_6.third_hop_ds__extract_dow - , subq_6.third_hop_ds__extract_doy - , subq_6.customer_third_hop_id__third_hop_ds__day - , subq_6.customer_third_hop_id__third_hop_ds__week - , subq_6.customer_third_hop_id__third_hop_ds__month - , subq_6.customer_third_hop_id__third_hop_ds__quarter - , subq_6.customer_third_hop_id__third_hop_ds__year - , subq_6.customer_third_hop_id__third_hop_ds__extract_year - , subq_6.customer_third_hop_id__third_hop_ds__extract_quarter - , subq_6.customer_third_hop_id__third_hop_ds__extract_month - , subq_6.customer_third_hop_id__third_hop_ds__extract_day - , subq_6.customer_third_hop_id__third_hop_ds__extract_dow - , subq_6.customer_third_hop_id__third_hop_ds__extract_doy - , subq_6.third_hop_ds__day AS metric_time__day - , subq_6.third_hop_ds__week AS metric_time__week - , subq_6.third_hop_ds__month AS metric_time__month - , subq_6.third_hop_ds__quarter AS metric_time__quarter - , subq_6.third_hop_ds__year AS metric_time__year - , subq_6.third_hop_ds__extract_year AS metric_time__extract_year - , subq_6.third_hop_ds__extract_quarter AS metric_time__extract_quarter - , subq_6.third_hop_ds__extract_month AS metric_time__extract_month - , subq_6.third_hop_ds__extract_day AS metric_time__extract_day - , subq_6.third_hop_ds__extract_dow AS metric_time__extract_dow - , subq_6.third_hop_ds__extract_doy AS metric_time__extract_doy - , subq_6.customer_third_hop_id - , subq_6.value - , subq_6.customer_third_hop_id__value - , subq_6.third_hop_count + subq_11.third_hop_ds__day + , subq_11.third_hop_ds__week + , subq_11.third_hop_ds__month + , subq_11.third_hop_ds__quarter + , subq_11.third_hop_ds__year + , subq_11.third_hop_ds__extract_year + , subq_11.third_hop_ds__extract_quarter + , subq_11.third_hop_ds__extract_month + , subq_11.third_hop_ds__extract_day + , subq_11.third_hop_ds__extract_dow + , subq_11.third_hop_ds__extract_doy + , subq_11.customer_third_hop_id__third_hop_ds__day + , subq_11.customer_third_hop_id__third_hop_ds__week + , subq_11.customer_third_hop_id__third_hop_ds__month + , subq_11.customer_third_hop_id__third_hop_ds__quarter + , subq_11.customer_third_hop_id__third_hop_ds__year + , subq_11.customer_third_hop_id__third_hop_ds__extract_year + , subq_11.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_11.customer_third_hop_id__third_hop_ds__extract_month + , subq_11.customer_third_hop_id__third_hop_ds__extract_day + , subq_11.customer_third_hop_id__third_hop_ds__extract_dow + , subq_11.customer_third_hop_id__third_hop_ds__extract_doy + , subq_11.third_hop_ds__day AS metric_time__day + , subq_11.third_hop_ds__week AS metric_time__week + , subq_11.third_hop_ds__month AS metric_time__month + , subq_11.third_hop_ds__quarter AS metric_time__quarter + , subq_11.third_hop_ds__year AS metric_time__year + , subq_11.third_hop_ds__extract_year AS metric_time__extract_year + , subq_11.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_11.third_hop_ds__extract_month AS metric_time__extract_month + , subq_11.third_hop_ds__extract_day AS metric_time__extract_day + , subq_11.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_11.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_11.customer_third_hop_id + , subq_11.value + , subq_11.customer_third_hop_id__value + , subq_11.third_hop_count FROM ( -- Read Elements From Semantic Model 'third_hop_table' SELECT @@ -101,157 +101,214 @@ FROM ( , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy , third_hop_table_src_22000.customer_third_hop_id FROM ***************************.third_hop_table third_hop_table_src_22000 - ) subq_6 - ) subq_7 - ) subq_8 + ) subq_11 + ) subq_12 + ) subq_13 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_15.customer_id__customer_third_hop_id - , subq_15.customer_id__customer_third_hop_id__paraguayan_customers + subq_21.customer_id__customer_third_hop_id + , subq_21.customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Compute Metrics via Expressions SELECT - subq_14.customer_id__customer_third_hop_id - , subq_14.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + subq_20.customer_id__customer_third_hop_id + , subq_20.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Aggregate Measures SELECT - subq_13.customer_id__customer_third_hop_id - , SUM(subq_13.customers_with_other_data) AS customers_with_other_data + subq_19.customer_id__customer_third_hop_id + , SUM(subq_19.customers_with_other_data) AS customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] SELECT - subq_12.customer_id__customer_third_hop_id - , subq_12.customers_with_other_data + subq_18.customer_id__customer_third_hop_id + , subq_18.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_11.customer_id__customer_third_hop_id - , subq_11.customer_id__country - , subq_11.customers_with_other_data + subq_17.customer_id__customer_third_hop_id + , subq_17.customer_id__country + , subq_17.customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - subq_10.customer_id__customer_third_hop_id - , subq_10.customer_id__country - , subq_10.customers_with_other_data + subq_16.customer_id__customer_third_hop_id + , subq_16.customer_id__country + , subq_16.customers_with_other_data FROM ( - -- Metric Time Dimension 'acquired_ds' + -- Constrain Output with WHERE SELECT - subq_9.acquired_ds__day - , subq_9.acquired_ds__week - , subq_9.acquired_ds__month - , subq_9.acquired_ds__quarter - , subq_9.acquired_ds__year - , subq_9.acquired_ds__extract_year - , subq_9.acquired_ds__extract_quarter - , subq_9.acquired_ds__extract_month - , subq_9.acquired_ds__extract_day - , subq_9.acquired_ds__extract_dow - , subq_9.acquired_ds__extract_doy - , subq_9.customer_id__acquired_ds__day - , subq_9.customer_id__acquired_ds__week - , subq_9.customer_id__acquired_ds__month - , subq_9.customer_id__acquired_ds__quarter - , subq_9.customer_id__acquired_ds__year - , subq_9.customer_id__acquired_ds__extract_year - , subq_9.customer_id__acquired_ds__extract_quarter - , subq_9.customer_id__acquired_ds__extract_month - , subq_9.customer_id__acquired_ds__extract_day - , subq_9.customer_id__acquired_ds__extract_dow - , subq_9.customer_id__acquired_ds__extract_doy - , subq_9.customer_third_hop_id__acquired_ds__day - , subq_9.customer_third_hop_id__acquired_ds__week - , subq_9.customer_third_hop_id__acquired_ds__month - , subq_9.customer_third_hop_id__acquired_ds__quarter - , subq_9.customer_third_hop_id__acquired_ds__year - , subq_9.customer_third_hop_id__acquired_ds__extract_year - , subq_9.customer_third_hop_id__acquired_ds__extract_quarter - , subq_9.customer_third_hop_id__acquired_ds__extract_month - , subq_9.customer_third_hop_id__acquired_ds__extract_day - , subq_9.customer_third_hop_id__acquired_ds__extract_dow - , subq_9.customer_third_hop_id__acquired_ds__extract_doy - , subq_9.acquired_ds__day AS metric_time__day - , subq_9.acquired_ds__week AS metric_time__week - , subq_9.acquired_ds__month AS metric_time__month - , subq_9.acquired_ds__quarter AS metric_time__quarter - , subq_9.acquired_ds__year AS metric_time__year - , subq_9.acquired_ds__extract_year AS metric_time__extract_year - , subq_9.acquired_ds__extract_quarter AS metric_time__extract_quarter - , subq_9.acquired_ds__extract_month AS metric_time__extract_month - , subq_9.acquired_ds__extract_day AS metric_time__extract_day - , subq_9.acquired_ds__extract_dow AS metric_time__extract_dow - , subq_9.acquired_ds__extract_doy AS metric_time__extract_doy - , subq_9.customer_id - , subq_9.customer_third_hop_id - , subq_9.customer_id__customer_third_hop_id - , subq_9.customer_third_hop_id__customer_id - , subq_9.country - , subq_9.customer_id__country - , subq_9.customer_third_hop_id__country - , subq_9.customers_with_other_data + subq_15.acquired_ds__day + , subq_15.acquired_ds__week + , subq_15.acquired_ds__month + , subq_15.acquired_ds__quarter + , subq_15.acquired_ds__year + , subq_15.acquired_ds__extract_year + , subq_15.acquired_ds__extract_quarter + , subq_15.acquired_ds__extract_month + , subq_15.acquired_ds__extract_day + , subq_15.acquired_ds__extract_dow + , subq_15.acquired_ds__extract_doy + , subq_15.customer_id__acquired_ds__day + , subq_15.customer_id__acquired_ds__week + , subq_15.customer_id__acquired_ds__month + , subq_15.customer_id__acquired_ds__quarter + , subq_15.customer_id__acquired_ds__year + , subq_15.customer_id__acquired_ds__extract_year + , subq_15.customer_id__acquired_ds__extract_quarter + , subq_15.customer_id__acquired_ds__extract_month + , subq_15.customer_id__acquired_ds__extract_day + , subq_15.customer_id__acquired_ds__extract_dow + , subq_15.customer_id__acquired_ds__extract_doy + , subq_15.customer_third_hop_id__acquired_ds__day + , subq_15.customer_third_hop_id__acquired_ds__week + , subq_15.customer_third_hop_id__acquired_ds__month + , subq_15.customer_third_hop_id__acquired_ds__quarter + , subq_15.customer_third_hop_id__acquired_ds__year + , subq_15.customer_third_hop_id__acquired_ds__extract_year + , subq_15.customer_third_hop_id__acquired_ds__extract_quarter + , subq_15.customer_third_hop_id__acquired_ds__extract_month + , subq_15.customer_third_hop_id__acquired_ds__extract_day + , subq_15.customer_third_hop_id__acquired_ds__extract_dow + , subq_15.customer_third_hop_id__acquired_ds__extract_doy + , subq_15.metric_time__day + , subq_15.metric_time__week + , subq_15.metric_time__month + , subq_15.metric_time__quarter + , subq_15.metric_time__year + , subq_15.metric_time__extract_year + , subq_15.metric_time__extract_quarter + , subq_15.metric_time__extract_month + , subq_15.metric_time__extract_day + , subq_15.metric_time__extract_dow + , subq_15.metric_time__extract_doy + , subq_15.customer_id + , subq_15.customer_third_hop_id + , subq_15.customer_id__customer_third_hop_id + , subq_15.customer_third_hop_id__customer_id + , subq_15.country + , subq_15.customer_id__country + , subq_15.customer_third_hop_id__country + , subq_15.customers_with_other_data FROM ( - -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' SELECT - 1 AS customers_with_other_data - , customer_other_data_src_22000.country - , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day - , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week - , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month - , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter - , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day - , EXTRACT(dayofweekiso FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow - , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy - , customer_other_data_src_22000.country AS customer_id__country - , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day - , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week - , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month - , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter - , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day - , EXTRACT(dayofweekiso FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow - , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy - , customer_other_data_src_22000.country AS customer_third_hop_id__country - , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day - , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week - , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month - , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter - , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day - , EXTRACT(dayofweekiso FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow - , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy - , customer_other_data_src_22000.customer_id - , customer_other_data_src_22000.customer_third_hop_id - , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id - , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id - FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_9 - ) subq_10 - ) subq_11 + subq_14.acquired_ds__day + , subq_14.acquired_ds__week + , subq_14.acquired_ds__month + , subq_14.acquired_ds__quarter + , subq_14.acquired_ds__year + , subq_14.acquired_ds__extract_year + , subq_14.acquired_ds__extract_quarter + , subq_14.acquired_ds__extract_month + , subq_14.acquired_ds__extract_day + , subq_14.acquired_ds__extract_dow + , subq_14.acquired_ds__extract_doy + , subq_14.customer_id__acquired_ds__day + , subq_14.customer_id__acquired_ds__week + , subq_14.customer_id__acquired_ds__month + , subq_14.customer_id__acquired_ds__quarter + , subq_14.customer_id__acquired_ds__year + , subq_14.customer_id__acquired_ds__extract_year + , subq_14.customer_id__acquired_ds__extract_quarter + , subq_14.customer_id__acquired_ds__extract_month + , subq_14.customer_id__acquired_ds__extract_day + , subq_14.customer_id__acquired_ds__extract_dow + , subq_14.customer_id__acquired_ds__extract_doy + , subq_14.customer_third_hop_id__acquired_ds__day + , subq_14.customer_third_hop_id__acquired_ds__week + , subq_14.customer_third_hop_id__acquired_ds__month + , subq_14.customer_third_hop_id__acquired_ds__quarter + , subq_14.customer_third_hop_id__acquired_ds__year + , subq_14.customer_third_hop_id__acquired_ds__extract_year + , subq_14.customer_third_hop_id__acquired_ds__extract_quarter + , subq_14.customer_third_hop_id__acquired_ds__extract_month + , subq_14.customer_third_hop_id__acquired_ds__extract_day + , subq_14.customer_third_hop_id__acquired_ds__extract_dow + , subq_14.customer_third_hop_id__acquired_ds__extract_doy + , subq_14.acquired_ds__day AS metric_time__day + , subq_14.acquired_ds__week AS metric_time__week + , subq_14.acquired_ds__month AS metric_time__month + , subq_14.acquired_ds__quarter AS metric_time__quarter + , subq_14.acquired_ds__year AS metric_time__year + , subq_14.acquired_ds__extract_year AS metric_time__extract_year + , subq_14.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_14.acquired_ds__extract_month AS metric_time__extract_month + , subq_14.acquired_ds__extract_day AS metric_time__extract_day + , subq_14.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_14.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_14.customer_id + , subq_14.customer_third_hop_id + , subq_14.customer_id__customer_third_hop_id + , subq_14.customer_third_hop_id__customer_id + , subq_14.country + , subq_14.customer_id__country + , subq_14.customer_third_hop_id__country + , subq_14.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , EXTRACT(dayofweekiso FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , EXTRACT(dayofweekiso FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , EXTRACT(dayofweekiso FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_14 + ) subq_15 + WHERE customer_id__country = 'paraguay' + ) subq_16 + ) subq_17 WHERE customer_id__country = 'paraguay' - ) subq_12 - ) subq_13 + ) subq_18 + ) subq_19 GROUP BY - subq_13.customer_id__customer_third_hop_id - ) subq_14 - ) subq_15 - ) subq_16 + subq_19.customer_id__customer_third_hop_id + ) subq_20 + ) subq_21 + ) subq_22 ON - subq_8.customer_third_hop_id = subq_16.customer_id__customer_third_hop_id - ) subq_17 - ) subq_18 + subq_13.customer_third_hop_id = subq_22.customer_id__customer_third_hop_id + ) subq_23 + ) subq_24 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 - ) subq_19 - ) subq_20 -) subq_21 + ) subq_25 + ) subq_26 +) subq_27 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0_optimized.sql index 2ad52ec04c..7c12d6cf98 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0_optimized.sql @@ -8,7 +8,7 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_32.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + subq_39.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count FROM ***************************.third_hop_table third_hop_table_src_22000 LEFT OUTER JOIN ( @@ -21,20 +21,28 @@ FROM ( customer_id__customer_third_hop_id , SUM(customers_with_other_data) AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( - -- Read Elements From Semantic Model 'customer_other_data' - -- Metric Time Dimension 'acquired_ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - customer_third_hop_id AS customer_id__customer_third_hop_id - , country AS customer_id__country - , 1 AS customers_with_other_data - FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_27 + customer_id__customer_third_hop_id + , customer_id__country + , customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' + SELECT + customer_third_hop_id AS customer_id__customer_third_hop_id + , country AS customer_id__country + , 1 AS customers_with_other_data + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_32 + WHERE customer_id__country = 'paraguay' + ) subq_34 WHERE customer_id__country = 'paraguay' GROUP BY customer_id__customer_third_hop_id - ) subq_32 + ) subq_39 ON - third_hop_table_src_22000.customer_third_hop_id = subq_32.customer_id__customer_third_hop_id -) subq_34 + third_hop_table_src_22000.customer_third_hop_id = subq_39.customer_id__customer_third_hop_id +) subq_41 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0.sql index 12899f47dc..7b23ae782a 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0.sql @@ -1,76 +1,76 @@ -- Compute Metrics via Expressions SELECT - subq_21.third_hop_count + subq_27.third_hop_count FROM ( -- Aggregate Measures SELECT - COUNT(DISTINCT subq_20.third_hop_count) AS third_hop_count + COUNT(DISTINCT subq_26.third_hop_count) AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count',] SELECT - subq_19.third_hop_count + subq_25.third_hop_count FROM ( -- Constrain Output with WHERE SELECT - subq_18.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_18.third_hop_count + subq_24.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_24.third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_17.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_17.third_hop_count + subq_23.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_23.third_hop_count FROM ( -- Join Standard Outputs SELECT - subq_8.customer_third_hop_id AS customer_third_hop_id - , subq_16.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id - , subq_16.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_8.third_hop_count AS third_hop_count + subq_13.customer_third_hop_id AS customer_third_hop_id + , subq_22.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_22.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_13.third_hop_count AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] SELECT - subq_7.customer_third_hop_id - , subq_7.third_hop_count + subq_12.customer_third_hop_id + , subq_12.third_hop_count FROM ( -- Metric Time Dimension 'third_hop_ds' SELECT - subq_6.third_hop_ds__day - , subq_6.third_hop_ds__week - , subq_6.third_hop_ds__month - , subq_6.third_hop_ds__quarter - , subq_6.third_hop_ds__year - , subq_6.third_hop_ds__extract_year - , subq_6.third_hop_ds__extract_quarter - , subq_6.third_hop_ds__extract_month - , subq_6.third_hop_ds__extract_day - , subq_6.third_hop_ds__extract_dow - , subq_6.third_hop_ds__extract_doy - , subq_6.customer_third_hop_id__third_hop_ds__day - , subq_6.customer_third_hop_id__third_hop_ds__week - , subq_6.customer_third_hop_id__third_hop_ds__month - , subq_6.customer_third_hop_id__third_hop_ds__quarter - , subq_6.customer_third_hop_id__third_hop_ds__year - , subq_6.customer_third_hop_id__third_hop_ds__extract_year - , subq_6.customer_third_hop_id__third_hop_ds__extract_quarter - , subq_6.customer_third_hop_id__third_hop_ds__extract_month - , subq_6.customer_third_hop_id__third_hop_ds__extract_day - , subq_6.customer_third_hop_id__third_hop_ds__extract_dow - , subq_6.customer_third_hop_id__third_hop_ds__extract_doy - , subq_6.third_hop_ds__day AS metric_time__day - , subq_6.third_hop_ds__week AS metric_time__week - , subq_6.third_hop_ds__month AS metric_time__month - , subq_6.third_hop_ds__quarter AS metric_time__quarter - , subq_6.third_hop_ds__year AS metric_time__year - , subq_6.third_hop_ds__extract_year AS metric_time__extract_year - , subq_6.third_hop_ds__extract_quarter AS metric_time__extract_quarter - , subq_6.third_hop_ds__extract_month AS metric_time__extract_month - , subq_6.third_hop_ds__extract_day AS metric_time__extract_day - , subq_6.third_hop_ds__extract_dow AS metric_time__extract_dow - , subq_6.third_hop_ds__extract_doy AS metric_time__extract_doy - , subq_6.customer_third_hop_id - , subq_6.value - , subq_6.customer_third_hop_id__value - , subq_6.third_hop_count + subq_11.third_hop_ds__day + , subq_11.third_hop_ds__week + , subq_11.third_hop_ds__month + , subq_11.third_hop_ds__quarter + , subq_11.third_hop_ds__year + , subq_11.third_hop_ds__extract_year + , subq_11.third_hop_ds__extract_quarter + , subq_11.third_hop_ds__extract_month + , subq_11.third_hop_ds__extract_day + , subq_11.third_hop_ds__extract_dow + , subq_11.third_hop_ds__extract_doy + , subq_11.customer_third_hop_id__third_hop_ds__day + , subq_11.customer_third_hop_id__third_hop_ds__week + , subq_11.customer_third_hop_id__third_hop_ds__month + , subq_11.customer_third_hop_id__third_hop_ds__quarter + , subq_11.customer_third_hop_id__third_hop_ds__year + , subq_11.customer_third_hop_id__third_hop_ds__extract_year + , subq_11.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_11.customer_third_hop_id__third_hop_ds__extract_month + , subq_11.customer_third_hop_id__third_hop_ds__extract_day + , subq_11.customer_third_hop_id__third_hop_ds__extract_dow + , subq_11.customer_third_hop_id__third_hop_ds__extract_doy + , subq_11.third_hop_ds__day AS metric_time__day + , subq_11.third_hop_ds__week AS metric_time__week + , subq_11.third_hop_ds__month AS metric_time__month + , subq_11.third_hop_ds__quarter AS metric_time__quarter + , subq_11.third_hop_ds__year AS metric_time__year + , subq_11.third_hop_ds__extract_year AS metric_time__extract_year + , subq_11.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_11.third_hop_ds__extract_month AS metric_time__extract_month + , subq_11.third_hop_ds__extract_day AS metric_time__extract_day + , subq_11.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_11.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_11.customer_third_hop_id + , subq_11.value + , subq_11.customer_third_hop_id__value + , subq_11.third_hop_count FROM ( -- Read Elements From Semantic Model 'third_hop_table' SELECT @@ -101,157 +101,214 @@ FROM ( , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy , third_hop_table_src_22000.customer_third_hop_id FROM ***************************.third_hop_table third_hop_table_src_22000 - ) subq_6 - ) subq_7 - ) subq_8 + ) subq_11 + ) subq_12 + ) subq_13 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_15.customer_id__customer_third_hop_id - , subq_15.customer_id__customer_third_hop_id__paraguayan_customers + subq_21.customer_id__customer_third_hop_id + , subq_21.customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Compute Metrics via Expressions SELECT - subq_14.customer_id__customer_third_hop_id - , subq_14.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + subq_20.customer_id__customer_third_hop_id + , subq_20.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Aggregate Measures SELECT - subq_13.customer_id__customer_third_hop_id - , SUM(subq_13.customers_with_other_data) AS customers_with_other_data + subq_19.customer_id__customer_third_hop_id + , SUM(subq_19.customers_with_other_data) AS customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] SELECT - subq_12.customer_id__customer_third_hop_id - , subq_12.customers_with_other_data + subq_18.customer_id__customer_third_hop_id + , subq_18.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_11.customer_id__customer_third_hop_id - , subq_11.customer_id__country - , subq_11.customers_with_other_data + subq_17.customer_id__customer_third_hop_id + , subq_17.customer_id__country + , subq_17.customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - subq_10.customer_id__customer_third_hop_id - , subq_10.customer_id__country - , subq_10.customers_with_other_data + subq_16.customer_id__customer_third_hop_id + , subq_16.customer_id__country + , subq_16.customers_with_other_data FROM ( - -- Metric Time Dimension 'acquired_ds' + -- Constrain Output with WHERE SELECT - subq_9.acquired_ds__day - , subq_9.acquired_ds__week - , subq_9.acquired_ds__month - , subq_9.acquired_ds__quarter - , subq_9.acquired_ds__year - , subq_9.acquired_ds__extract_year - , subq_9.acquired_ds__extract_quarter - , subq_9.acquired_ds__extract_month - , subq_9.acquired_ds__extract_day - , subq_9.acquired_ds__extract_dow - , subq_9.acquired_ds__extract_doy - , subq_9.customer_id__acquired_ds__day - , subq_9.customer_id__acquired_ds__week - , subq_9.customer_id__acquired_ds__month - , subq_9.customer_id__acquired_ds__quarter - , subq_9.customer_id__acquired_ds__year - , subq_9.customer_id__acquired_ds__extract_year - , subq_9.customer_id__acquired_ds__extract_quarter - , subq_9.customer_id__acquired_ds__extract_month - , subq_9.customer_id__acquired_ds__extract_day - , subq_9.customer_id__acquired_ds__extract_dow - , subq_9.customer_id__acquired_ds__extract_doy - , subq_9.customer_third_hop_id__acquired_ds__day - , subq_9.customer_third_hop_id__acquired_ds__week - , subq_9.customer_third_hop_id__acquired_ds__month - , subq_9.customer_third_hop_id__acquired_ds__quarter - , subq_9.customer_third_hop_id__acquired_ds__year - , subq_9.customer_third_hop_id__acquired_ds__extract_year - , subq_9.customer_third_hop_id__acquired_ds__extract_quarter - , subq_9.customer_third_hop_id__acquired_ds__extract_month - , subq_9.customer_third_hop_id__acquired_ds__extract_day - , subq_9.customer_third_hop_id__acquired_ds__extract_dow - , subq_9.customer_third_hop_id__acquired_ds__extract_doy - , subq_9.acquired_ds__day AS metric_time__day - , subq_9.acquired_ds__week AS metric_time__week - , subq_9.acquired_ds__month AS metric_time__month - , subq_9.acquired_ds__quarter AS metric_time__quarter - , subq_9.acquired_ds__year AS metric_time__year - , subq_9.acquired_ds__extract_year AS metric_time__extract_year - , subq_9.acquired_ds__extract_quarter AS metric_time__extract_quarter - , subq_9.acquired_ds__extract_month AS metric_time__extract_month - , subq_9.acquired_ds__extract_day AS metric_time__extract_day - , subq_9.acquired_ds__extract_dow AS metric_time__extract_dow - , subq_9.acquired_ds__extract_doy AS metric_time__extract_doy - , subq_9.customer_id - , subq_9.customer_third_hop_id - , subq_9.customer_id__customer_third_hop_id - , subq_9.customer_third_hop_id__customer_id - , subq_9.country - , subq_9.customer_id__country - , subq_9.customer_third_hop_id__country - , subq_9.customers_with_other_data + subq_15.acquired_ds__day + , subq_15.acquired_ds__week + , subq_15.acquired_ds__month + , subq_15.acquired_ds__quarter + , subq_15.acquired_ds__year + , subq_15.acquired_ds__extract_year + , subq_15.acquired_ds__extract_quarter + , subq_15.acquired_ds__extract_month + , subq_15.acquired_ds__extract_day + , subq_15.acquired_ds__extract_dow + , subq_15.acquired_ds__extract_doy + , subq_15.customer_id__acquired_ds__day + , subq_15.customer_id__acquired_ds__week + , subq_15.customer_id__acquired_ds__month + , subq_15.customer_id__acquired_ds__quarter + , subq_15.customer_id__acquired_ds__year + , subq_15.customer_id__acquired_ds__extract_year + , subq_15.customer_id__acquired_ds__extract_quarter + , subq_15.customer_id__acquired_ds__extract_month + , subq_15.customer_id__acquired_ds__extract_day + , subq_15.customer_id__acquired_ds__extract_dow + , subq_15.customer_id__acquired_ds__extract_doy + , subq_15.customer_third_hop_id__acquired_ds__day + , subq_15.customer_third_hop_id__acquired_ds__week + , subq_15.customer_third_hop_id__acquired_ds__month + , subq_15.customer_third_hop_id__acquired_ds__quarter + , subq_15.customer_third_hop_id__acquired_ds__year + , subq_15.customer_third_hop_id__acquired_ds__extract_year + , subq_15.customer_third_hop_id__acquired_ds__extract_quarter + , subq_15.customer_third_hop_id__acquired_ds__extract_month + , subq_15.customer_third_hop_id__acquired_ds__extract_day + , subq_15.customer_third_hop_id__acquired_ds__extract_dow + , subq_15.customer_third_hop_id__acquired_ds__extract_doy + , subq_15.metric_time__day + , subq_15.metric_time__week + , subq_15.metric_time__month + , subq_15.metric_time__quarter + , subq_15.metric_time__year + , subq_15.metric_time__extract_year + , subq_15.metric_time__extract_quarter + , subq_15.metric_time__extract_month + , subq_15.metric_time__extract_day + , subq_15.metric_time__extract_dow + , subq_15.metric_time__extract_doy + , subq_15.customer_id + , subq_15.customer_third_hop_id + , subq_15.customer_id__customer_third_hop_id + , subq_15.customer_third_hop_id__customer_id + , subq_15.country + , subq_15.customer_id__country + , subq_15.customer_third_hop_id__country + , subq_15.customers_with_other_data FROM ( - -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' SELECT - 1 AS customers_with_other_data - , customer_other_data_src_22000.country - , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day - , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week - , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month - , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter - , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow - , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy - , customer_other_data_src_22000.country AS customer_id__country - , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day - , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week - , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month - , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter - , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow - , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy - , customer_other_data_src_22000.country AS customer_third_hop_id__country - , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day - , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week - , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month - , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter - , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year - , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year - , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter - , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month - , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow - , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy - , customer_other_data_src_22000.customer_id - , customer_other_data_src_22000.customer_third_hop_id - , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id - , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id - FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_9 - ) subq_10 - ) subq_11 + subq_14.acquired_ds__day + , subq_14.acquired_ds__week + , subq_14.acquired_ds__month + , subq_14.acquired_ds__quarter + , subq_14.acquired_ds__year + , subq_14.acquired_ds__extract_year + , subq_14.acquired_ds__extract_quarter + , subq_14.acquired_ds__extract_month + , subq_14.acquired_ds__extract_day + , subq_14.acquired_ds__extract_dow + , subq_14.acquired_ds__extract_doy + , subq_14.customer_id__acquired_ds__day + , subq_14.customer_id__acquired_ds__week + , subq_14.customer_id__acquired_ds__month + , subq_14.customer_id__acquired_ds__quarter + , subq_14.customer_id__acquired_ds__year + , subq_14.customer_id__acquired_ds__extract_year + , subq_14.customer_id__acquired_ds__extract_quarter + , subq_14.customer_id__acquired_ds__extract_month + , subq_14.customer_id__acquired_ds__extract_day + , subq_14.customer_id__acquired_ds__extract_dow + , subq_14.customer_id__acquired_ds__extract_doy + , subq_14.customer_third_hop_id__acquired_ds__day + , subq_14.customer_third_hop_id__acquired_ds__week + , subq_14.customer_third_hop_id__acquired_ds__month + , subq_14.customer_third_hop_id__acquired_ds__quarter + , subq_14.customer_third_hop_id__acquired_ds__year + , subq_14.customer_third_hop_id__acquired_ds__extract_year + , subq_14.customer_third_hop_id__acquired_ds__extract_quarter + , subq_14.customer_third_hop_id__acquired_ds__extract_month + , subq_14.customer_third_hop_id__acquired_ds__extract_day + , subq_14.customer_third_hop_id__acquired_ds__extract_dow + , subq_14.customer_third_hop_id__acquired_ds__extract_doy + , subq_14.acquired_ds__day AS metric_time__day + , subq_14.acquired_ds__week AS metric_time__week + , subq_14.acquired_ds__month AS metric_time__month + , subq_14.acquired_ds__quarter AS metric_time__quarter + , subq_14.acquired_ds__year AS metric_time__year + , subq_14.acquired_ds__extract_year AS metric_time__extract_year + , subq_14.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_14.acquired_ds__extract_month AS metric_time__extract_month + , subq_14.acquired_ds__extract_day AS metric_time__extract_day + , subq_14.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_14.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_14.customer_id + , subq_14.customer_third_hop_id + , subq_14.customer_id__customer_third_hop_id + , subq_14.customer_third_hop_id__customer_id + , subq_14.country + , subq_14.customer_id__country + , subq_14.customer_third_hop_id__country + , subq_14.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_14 + ) subq_15 + WHERE customer_id__country = 'paraguay' + ) subq_16 + ) subq_17 WHERE customer_id__country = 'paraguay' - ) subq_12 - ) subq_13 + ) subq_18 + ) subq_19 GROUP BY - subq_13.customer_id__customer_third_hop_id - ) subq_14 - ) subq_15 - ) subq_16 + subq_19.customer_id__customer_third_hop_id + ) subq_20 + ) subq_21 + ) subq_22 ON - subq_8.customer_third_hop_id = subq_16.customer_id__customer_third_hop_id - ) subq_17 - ) subq_18 + subq_13.customer_third_hop_id = subq_22.customer_id__customer_third_hop_id + ) subq_23 + ) subq_24 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 - ) subq_19 - ) subq_20 -) subq_21 + ) subq_25 + ) subq_26 +) subq_27 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0_optimized.sql index 2ad52ec04c..7c12d6cf98 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0_optimized.sql @@ -8,7 +8,7 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_32.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + subq_39.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count FROM ***************************.third_hop_table third_hop_table_src_22000 LEFT OUTER JOIN ( @@ -21,20 +21,28 @@ FROM ( customer_id__customer_third_hop_id , SUM(customers_with_other_data) AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( - -- Read Elements From Semantic Model 'customer_other_data' - -- Metric Time Dimension 'acquired_ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - customer_third_hop_id AS customer_id__customer_third_hop_id - , country AS customer_id__country - , 1 AS customers_with_other_data - FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_27 + customer_id__customer_third_hop_id + , customer_id__country + , customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' + SELECT + customer_third_hop_id AS customer_id__customer_third_hop_id + , country AS customer_id__country + , 1 AS customers_with_other_data + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_32 + WHERE customer_id__country = 'paraguay' + ) subq_34 WHERE customer_id__country = 'paraguay' GROUP BY customer_id__customer_third_hop_id - ) subq_32 + ) subq_39 ON - third_hop_table_src_22000.customer_third_hop_id = subq_32.customer_id__customer_third_hop_id -) subq_34 + third_hop_table_src_22000.customer_third_hop_id = subq_39.customer_id__customer_third_hop_id +) subq_41 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_categorical_dimension_pushdown__plan0.sql new file mode 100644 index 0000000000..818ea76d7a --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_categorical_dimension_pushdown__plan0.sql @@ -0,0 +1,387 @@ +-- Compute Metrics via Expressions +SELECT + subq_10.booking__is_instant + , subq_10.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_9.booking__is_instant + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant'] + SELECT + subq_8.booking__is_instant + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.booking__is_instant + , subq_7.listing__is_lux_latest + , subq_7.listing__capacity_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + SELECT + subq_6.booking__is_instant + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.listing AS listing + , subq_2.booking__is_instant AS booking__is_instant + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_5.capacity_latest AS listing__capacity_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_1.listing + , subq_1.booking__is_instant + , subq_1.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['is_lux_latest', 'capacity_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.is_lux_latest + , subq_4.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 + ) subq_8 + ) subq_9 + GROUP BY + booking__is_instant +) subq_10 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..98cc26bb70 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql @@ -0,0 +1,33 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'booking__is_instant'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + booking__is_instant + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + SELECT + subq_13.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_13.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_13.listing = listings_latest_src_28000.listing_id +) subq_18 +WHERE listing__is_lux_latest OR listing__capacity_latest > 4 +GROUP BY + booking__is_instant diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..23583eeea0 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql @@ -0,0 +1,651 @@ +-- Compute Metrics via Expressions +SELECT + CAST(subq_28.west_coast_balance_first_day AS FLOAT64) / CAST(NULLIF(subq_28.east_coast_balance_first_dat, 0) AS FLOAT64) AS regional_starting_balance_ratios +FROM ( + -- Combine Aggregated Outputs + SELECT + MAX(subq_13.west_coast_balance_first_day) AS west_coast_balance_first_day + , MAX(subq_27.east_coast_balance_first_dat) AS east_coast_balance_first_dat + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_12.total_account_balance_first_day AS west_coast_balance_first_day + FROM ( + -- Aggregate Measures + SELECT + SUM(subq_11.total_account_balance_first_day) AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day',] + SELECT + subq_10.total_account_balance_first_day + FROM ( + -- Join on MIN(ds) and [] grouping by None + SELECT + subq_7.ds__day AS ds__day + , subq_7.user__home_state_latest AS user__home_state_latest + , subq_7.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + subq_6.ds__day + , subq_6.user__home_state_latest + , subq_6.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_5.ds__day + , subq_5.user__home_state_latest + , subq_5.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_2.ds__day AS ds__day + , subq_2.user AS user + , subq_4.home_state_latest AS user__home_state_latest + , subq_2.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_1.ds__day + , subq_1.user + , subq_1.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.account__ds__day + , subq_0.account__ds__week + , subq_0.account__ds__month + , subq_0.account__ds__quarter + , subq_0.account__ds__year + , subq_0.account__ds__extract_year + , subq_0.account__ds__extract_quarter + , subq_0.account__ds__extract_month + , subq_0.account__ds__extract_day + , subq_0.account__ds__extract_dow + , subq_0.account__ds__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.user + , subq_0.account__user + , subq_0.account_type + , subq_0.account__account_type + , subq_0.account_balance + , subq_0.total_account_balance_first_day + , subq_0.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATETIME_TRUNC(accounts_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(accounts_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(accounts_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(accounts_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(accounts_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM accounts_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM accounts_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATETIME_TRUNC(accounts_source_src_28000.ds, day) AS account__ds__day + , DATETIME_TRUNC(accounts_source_src_28000.ds, isoweek) AS account__ds__week + , DATETIME_TRUNC(accounts_source_src_28000.ds, month) AS account__ds__month + , DATETIME_TRUNC(accounts_source_src_28000.ds, quarter) AS account__ds__quarter + , DATETIME_TRUNC(accounts_source_src_28000.ds, year) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , IF(EXTRACT(dayofweek FROM accounts_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM accounts_source_src_28000.ds) - 1) AS account__ds__extract_dow + , EXTRACT(dayofyear FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_3.user + , subq_3.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATETIME_TRUNC(users_latest_src_28000.ds, day) AS ds_latest__day + , DATETIME_TRUNC(users_latest_src_28000.ds, isoweek) AS ds_latest__week + , DATETIME_TRUNC(users_latest_src_28000.ds, month) AS ds_latest__month + , DATETIME_TRUNC(users_latest_src_28000.ds, quarter) AS ds_latest__quarter + , DATETIME_TRUNC(users_latest_src_28000.ds, year) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , IF(EXTRACT(dayofweek FROM users_latest_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM users_latest_src_28000.ds) - 1) AS ds_latest__extract_dow + , EXTRACT(dayofyear FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATETIME_TRUNC(users_latest_src_28000.ds, day) AS user__ds_latest__day + , DATETIME_TRUNC(users_latest_src_28000.ds, isoweek) AS user__ds_latest__week + , DATETIME_TRUNC(users_latest_src_28000.ds, month) AS user__ds_latest__month + , DATETIME_TRUNC(users_latest_src_28000.ds, quarter) AS user__ds_latest__quarter + , DATETIME_TRUNC(users_latest_src_28000.ds, year) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , IF(EXTRACT(dayofweek FROM users_latest_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM users_latest_src_28000.ds) - 1) AS user__ds_latest__extract_dow + , EXTRACT(dayofyear FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + ) subq_4 + ON + subq_2.user = subq_4.user + ) subq_5 + ) subq_6 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_7 + INNER JOIN ( + -- Filter row on MIN(ds__day) + SELECT + MIN(subq_8.ds__day) AS ds__day__complete + FROM ( + -- Constrain Output with WHERE + SELECT + subq_6.ds__day + , subq_6.user__home_state_latest + , subq_6.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_5.ds__day + , subq_5.user__home_state_latest + , subq_5.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_2.ds__day AS ds__day + , subq_2.user AS user + , subq_4.home_state_latest AS user__home_state_latest + , subq_2.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_1.ds__day + , subq_1.user + , subq_1.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.account__ds__day + , subq_0.account__ds__week + , subq_0.account__ds__month + , subq_0.account__ds__quarter + , subq_0.account__ds__year + , subq_0.account__ds__extract_year + , subq_0.account__ds__extract_quarter + , subq_0.account__ds__extract_month + , subq_0.account__ds__extract_day + , subq_0.account__ds__extract_dow + , subq_0.account__ds__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.user + , subq_0.account__user + , subq_0.account_type + , subq_0.account__account_type + , subq_0.account_balance + , subq_0.total_account_balance_first_day + , subq_0.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATETIME_TRUNC(accounts_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(accounts_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(accounts_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(accounts_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(accounts_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM accounts_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM accounts_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATETIME_TRUNC(accounts_source_src_28000.ds, day) AS account__ds__day + , DATETIME_TRUNC(accounts_source_src_28000.ds, isoweek) AS account__ds__week + , DATETIME_TRUNC(accounts_source_src_28000.ds, month) AS account__ds__month + , DATETIME_TRUNC(accounts_source_src_28000.ds, quarter) AS account__ds__quarter + , DATETIME_TRUNC(accounts_source_src_28000.ds, year) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , IF(EXTRACT(dayofweek FROM accounts_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM accounts_source_src_28000.ds) - 1) AS account__ds__extract_dow + , EXTRACT(dayofyear FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_3.user + , subq_3.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATETIME_TRUNC(users_latest_src_28000.ds, day) AS ds_latest__day + , DATETIME_TRUNC(users_latest_src_28000.ds, isoweek) AS ds_latest__week + , DATETIME_TRUNC(users_latest_src_28000.ds, month) AS ds_latest__month + , DATETIME_TRUNC(users_latest_src_28000.ds, quarter) AS ds_latest__quarter + , DATETIME_TRUNC(users_latest_src_28000.ds, year) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , IF(EXTRACT(dayofweek FROM users_latest_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM users_latest_src_28000.ds) - 1) AS ds_latest__extract_dow + , EXTRACT(dayofyear FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATETIME_TRUNC(users_latest_src_28000.ds, day) AS user__ds_latest__day + , DATETIME_TRUNC(users_latest_src_28000.ds, isoweek) AS user__ds_latest__week + , DATETIME_TRUNC(users_latest_src_28000.ds, month) AS user__ds_latest__month + , DATETIME_TRUNC(users_latest_src_28000.ds, quarter) AS user__ds_latest__quarter + , DATETIME_TRUNC(users_latest_src_28000.ds, year) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , IF(EXTRACT(dayofweek FROM users_latest_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM users_latest_src_28000.ds) - 1) AS user__ds_latest__extract_dow + , EXTRACT(dayofyear FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + ) subq_4 + ON + subq_2.user = subq_4.user + ) subq_5 + ) subq_6 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_8 + ) subq_9 + ON + subq_7.ds__day = subq_9.ds__day__complete + ) subq_10 + ) subq_11 + ) subq_12 + ) subq_13 + CROSS JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_26.total_account_balance_first_day AS east_coast_balance_first_dat + FROM ( + -- Aggregate Measures + SELECT + SUM(subq_25.total_account_balance_first_day) AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day',] + SELECT + subq_24.total_account_balance_first_day + FROM ( + -- Join on MIN(ds) and [] grouping by None + SELECT + subq_21.ds__day AS ds__day + , subq_21.user__home_state_latest AS user__home_state_latest + , subq_21.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + subq_20.ds__day + , subq_20.user__home_state_latest + , subq_20.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_19.ds__day + , subq_19.user__home_state_latest + , subq_19.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_16.ds__day AS ds__day + , subq_16.user AS user + , subq_18.home_state_latest AS user__home_state_latest + , subq_16.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_15.ds__day + , subq_15.user + , subq_15.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.account__ds__day + , subq_14.account__ds__week + , subq_14.account__ds__month + , subq_14.account__ds__quarter + , subq_14.account__ds__year + , subq_14.account__ds__extract_year + , subq_14.account__ds__extract_quarter + , subq_14.account__ds__extract_month + , subq_14.account__ds__extract_day + , subq_14.account__ds__extract_dow + , subq_14.account__ds__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.user + , subq_14.account__user + , subq_14.account_type + , subq_14.account__account_type + , subq_14.account_balance + , subq_14.total_account_balance_first_day + , subq_14.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATETIME_TRUNC(accounts_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(accounts_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(accounts_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(accounts_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(accounts_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM accounts_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM accounts_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATETIME_TRUNC(accounts_source_src_28000.ds, day) AS account__ds__day + , DATETIME_TRUNC(accounts_source_src_28000.ds, isoweek) AS account__ds__week + , DATETIME_TRUNC(accounts_source_src_28000.ds, month) AS account__ds__month + , DATETIME_TRUNC(accounts_source_src_28000.ds, quarter) AS account__ds__quarter + , DATETIME_TRUNC(accounts_source_src_28000.ds, year) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , IF(EXTRACT(dayofweek FROM accounts_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM accounts_source_src_28000.ds) - 1) AS account__ds__extract_dow + , EXTRACT(dayofyear FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_17.user + , subq_17.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATETIME_TRUNC(users_latest_src_28000.ds, day) AS ds_latest__day + , DATETIME_TRUNC(users_latest_src_28000.ds, isoweek) AS ds_latest__week + , DATETIME_TRUNC(users_latest_src_28000.ds, month) AS ds_latest__month + , DATETIME_TRUNC(users_latest_src_28000.ds, quarter) AS ds_latest__quarter + , DATETIME_TRUNC(users_latest_src_28000.ds, year) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , IF(EXTRACT(dayofweek FROM users_latest_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM users_latest_src_28000.ds) - 1) AS ds_latest__extract_dow + , EXTRACT(dayofyear FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATETIME_TRUNC(users_latest_src_28000.ds, day) AS user__ds_latest__day + , DATETIME_TRUNC(users_latest_src_28000.ds, isoweek) AS user__ds_latest__week + , DATETIME_TRUNC(users_latest_src_28000.ds, month) AS user__ds_latest__month + , DATETIME_TRUNC(users_latest_src_28000.ds, quarter) AS user__ds_latest__quarter + , DATETIME_TRUNC(users_latest_src_28000.ds, year) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , IF(EXTRACT(dayofweek FROM users_latest_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM users_latest_src_28000.ds) - 1) AS user__ds_latest__extract_dow + , EXTRACT(dayofyear FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_17 + ) subq_18 + ON + subq_16.user = subq_18.user + ) subq_19 + ) subq_20 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_21 + INNER JOIN ( + -- Filter row on MIN(ds__day) + SELECT + MIN(subq_22.ds__day) AS ds__day__complete + FROM ( + -- Constrain Output with WHERE + SELECT + subq_20.ds__day + , subq_20.user__home_state_latest + , subq_20.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_19.ds__day + , subq_19.user__home_state_latest + , subq_19.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_16.ds__day AS ds__day + , subq_16.user AS user + , subq_18.home_state_latest AS user__home_state_latest + , subq_16.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_15.ds__day + , subq_15.user + , subq_15.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.account__ds__day + , subq_14.account__ds__week + , subq_14.account__ds__month + , subq_14.account__ds__quarter + , subq_14.account__ds__year + , subq_14.account__ds__extract_year + , subq_14.account__ds__extract_quarter + , subq_14.account__ds__extract_month + , subq_14.account__ds__extract_day + , subq_14.account__ds__extract_dow + , subq_14.account__ds__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.user + , subq_14.account__user + , subq_14.account_type + , subq_14.account__account_type + , subq_14.account_balance + , subq_14.total_account_balance_first_day + , subq_14.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATETIME_TRUNC(accounts_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(accounts_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(accounts_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(accounts_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(accounts_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM accounts_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM accounts_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATETIME_TRUNC(accounts_source_src_28000.ds, day) AS account__ds__day + , DATETIME_TRUNC(accounts_source_src_28000.ds, isoweek) AS account__ds__week + , DATETIME_TRUNC(accounts_source_src_28000.ds, month) AS account__ds__month + , DATETIME_TRUNC(accounts_source_src_28000.ds, quarter) AS account__ds__quarter + , DATETIME_TRUNC(accounts_source_src_28000.ds, year) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , IF(EXTRACT(dayofweek FROM accounts_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM accounts_source_src_28000.ds) - 1) AS account__ds__extract_dow + , EXTRACT(dayofyear FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_17.user + , subq_17.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATETIME_TRUNC(users_latest_src_28000.ds, day) AS ds_latest__day + , DATETIME_TRUNC(users_latest_src_28000.ds, isoweek) AS ds_latest__week + , DATETIME_TRUNC(users_latest_src_28000.ds, month) AS ds_latest__month + , DATETIME_TRUNC(users_latest_src_28000.ds, quarter) AS ds_latest__quarter + , DATETIME_TRUNC(users_latest_src_28000.ds, year) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , IF(EXTRACT(dayofweek FROM users_latest_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM users_latest_src_28000.ds) - 1) AS ds_latest__extract_dow + , EXTRACT(dayofyear FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATETIME_TRUNC(users_latest_src_28000.ds, day) AS user__ds_latest__day + , DATETIME_TRUNC(users_latest_src_28000.ds, isoweek) AS user__ds_latest__week + , DATETIME_TRUNC(users_latest_src_28000.ds, month) AS user__ds_latest__month + , DATETIME_TRUNC(users_latest_src_28000.ds, quarter) AS user__ds_latest__quarter + , DATETIME_TRUNC(users_latest_src_28000.ds, year) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , IF(EXTRACT(dayofweek FROM users_latest_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM users_latest_src_28000.ds) - 1) AS user__ds_latest__extract_dow + , EXTRACT(dayofyear FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_17 + ) subq_18 + ON + subq_16.user = subq_18.user + ) subq_19 + ) subq_20 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_22 + ) subq_23 + ON + subq_21.ds__day = subq_23.ds__day__complete + ) subq_24 + ) subq_25 + ) subq_26 + ) subq_27 +) subq_28 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..84e58ea333 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,102 @@ +-- Combine Aggregated Outputs +-- Compute Metrics via Expressions +SELECT + CAST(MAX(subq_42.west_coast_balance_first_day) AS FLOAT64) / CAST(NULLIF(MAX(subq_56.east_coast_balance_first_dat), 0) AS FLOAT64) AS regional_starting_balance_ratios +FROM ( + -- Join on MIN(ds) and [] grouping by None + -- Pass Only Elements: ['total_account_balance_first_day',] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + SUM(subq_36.total_account_balance_first_day) AS west_coast_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + ds__day + , total_account_balance_first_day + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATETIME_TRUNC(accounts_source_src_28000.ds, day) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_35 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_36 + INNER JOIN ( + -- Constrain Output with WHERE + -- Filter row on MIN(ds__day) + SELECT + MIN(ds__day) AS ds__day__complete + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATETIME_TRUNC(accounts_source_src_28000.ds, day) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_35 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_38 + ON + subq_36.ds__day = subq_38.ds__day__complete +) subq_42 +CROSS JOIN ( + -- Join on MIN(ds) and [] grouping by None + -- Pass Only Elements: ['total_account_balance_first_day',] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + SUM(subq_50.total_account_balance_first_day) AS east_coast_balance_first_dat + FROM ( + -- Constrain Output with WHERE + SELECT + ds__day + , total_account_balance_first_day + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATETIME_TRUNC(accounts_source_src_28000.ds, day) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_49 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_50 + INNER JOIN ( + -- Constrain Output with WHERE + -- Filter row on MIN(ds__day) + SELECT + MIN(ds__day) AS ds__day__complete + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATETIME_TRUNC(accounts_source_src_28000.ds, day) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_49 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_52 + ON + subq_50.ds__day = subq_52.ds__day__complete +) subq_56 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..64ffc315e3 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql @@ -0,0 +1,563 @@ +-- Compute Metrics via Expressions +SELECT + subq_19.metric_time__day + , CAST(subq_19.average_booking_value AS FLOAT64) / CAST(NULLIF(subq_19.max_booking_value, 0) AS FLOAT64) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day + , MAX(subq_13.average_booking_value) AS average_booking_value + , MAX(subq_18.max_booking_value) AS max_booking_value + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_12.metric_time__day + , subq_12.average_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_11.metric_time__day + , AVG(subq_11.average_booking_value) AS average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + SELECT + subq_10.metric_time__day + , subq_10.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 + WHERE booking__is_instant + ) subq_10 + ) subq_11 + GROUP BY + metric_time__day + ) subq_12 + ) subq_13 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_17.metric_time__day + , subq_17.max_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_16.metric_time__day + , MAX(subq_16.max_booking_value) AS max_booking_value + FROM ( + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + SELECT + subq_15.metric_time__day + , subq_15.max_booking_value + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.ds_partitioned__day + , subq_14.ds_partitioned__week + , subq_14.ds_partitioned__month + , subq_14.ds_partitioned__quarter + , subq_14.ds_partitioned__year + , subq_14.ds_partitioned__extract_year + , subq_14.ds_partitioned__extract_quarter + , subq_14.ds_partitioned__extract_month + , subq_14.ds_partitioned__extract_day + , subq_14.ds_partitioned__extract_dow + , subq_14.ds_partitioned__extract_doy + , subq_14.paid_at__day + , subq_14.paid_at__week + , subq_14.paid_at__month + , subq_14.paid_at__quarter + , subq_14.paid_at__year + , subq_14.paid_at__extract_year + , subq_14.paid_at__extract_quarter + , subq_14.paid_at__extract_month + , subq_14.paid_at__extract_day + , subq_14.paid_at__extract_dow + , subq_14.paid_at__extract_doy + , subq_14.booking__ds__day + , subq_14.booking__ds__week + , subq_14.booking__ds__month + , subq_14.booking__ds__quarter + , subq_14.booking__ds__year + , subq_14.booking__ds__extract_year + , subq_14.booking__ds__extract_quarter + , subq_14.booking__ds__extract_month + , subq_14.booking__ds__extract_day + , subq_14.booking__ds__extract_dow + , subq_14.booking__ds__extract_doy + , subq_14.booking__ds_partitioned__day + , subq_14.booking__ds_partitioned__week + , subq_14.booking__ds_partitioned__month + , subq_14.booking__ds_partitioned__quarter + , subq_14.booking__ds_partitioned__year + , subq_14.booking__ds_partitioned__extract_year + , subq_14.booking__ds_partitioned__extract_quarter + , subq_14.booking__ds_partitioned__extract_month + , subq_14.booking__ds_partitioned__extract_day + , subq_14.booking__ds_partitioned__extract_dow + , subq_14.booking__ds_partitioned__extract_doy + , subq_14.booking__paid_at__day + , subq_14.booking__paid_at__week + , subq_14.booking__paid_at__month + , subq_14.booking__paid_at__quarter + , subq_14.booking__paid_at__year + , subq_14.booking__paid_at__extract_year + , subq_14.booking__paid_at__extract_quarter + , subq_14.booking__paid_at__extract_month + , subq_14.booking__paid_at__extract_day + , subq_14.booking__paid_at__extract_dow + , subq_14.booking__paid_at__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.listing + , subq_14.guest + , subq_14.host + , subq_14.booking__listing + , subq_14.booking__guest + , subq_14.booking__host + , subq_14.is_instant + , subq_14.booking__is_instant + , subq_14.bookings + , subq_14.instant_bookings + , subq_14.booking_value + , subq_14.max_booking_value + , subq_14.min_booking_value + , subq_14.bookers + , subq_14.average_booking_value + , subq_14.referred_bookings + , subq_14.median_booking_value + , subq_14.booking_value_p99 + , subq_14.discrete_booking_value_p99 + , subq_14.approximate_continuous_booking_value_p99 + , subq_14.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + GROUP BY + metric_time__day + ) subq_17 + ) subq_18 + ON + subq_13.metric_time__day = subq_18.metric_time__day + GROUP BY + metric_time__day +) subq_19 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..73efe99bfc --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,58 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__day + , CAST(average_booking_value AS FLOAT64) / CAST(NULLIF(max_booking_value, 0) AS FLOAT64) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day + , MAX(subq_27.average_booking_value) AS average_booking_value + , MAX(subq_32.max_booking_value) AS max_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + metric_time__day + , AVG(average_booking_value) AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + metric_time__day + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATETIME_TRUNC(ds, day) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_21 + WHERE booking__is_instant + ) subq_23 + WHERE booking__is_instant + GROUP BY + metric_time__day + ) subq_27 + FULL OUTER JOIN ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + DATETIME_TRUNC(ds, day) AS metric_time__day + , MAX(booking_value) AS max_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + GROUP BY + metric_time__day + ) subq_32 + ON + subq_27.metric_time__day = subq_32.metric_time__day + GROUP BY + metric_time__day +) subq_33 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_single_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_single_categorical_dimension_pushdown__plan0.sql new file mode 100644 index 0000000000..675c4510fc --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_single_categorical_dimension_pushdown__plan0.sql @@ -0,0 +1,486 @@ +-- Compute Metrics via Expressions +SELECT + subq_17.listing__country_latest + , subq_17.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_16.listing__country_latest + , SUM(subq_16.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest'] + SELECT + subq_15.listing__country_latest + , subq_15.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_14.booking__is_instant + , subq_14.listing__country_latest + , subq_14.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] + SELECT + subq_13.booking__is_instant + , subq_13.listing__country_latest + , subq_13.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_9.listing AS listing + , subq_9.booking__is_instant AS booking__is_instant + , subq_12.country_latest AS listing__country_latest + , subq_9.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_8.listing + , subq_8.booking__is_instant + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['country_latest', 'listing'] + SELECT + subq_11.listing + , subq_11.country_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.created_at__day + , subq_10.created_at__week + , subq_10.created_at__month + , subq_10.created_at__quarter + , subq_10.created_at__year + , subq_10.created_at__extract_year + , subq_10.created_at__extract_quarter + , subq_10.created_at__extract_month + , subq_10.created_at__extract_day + , subq_10.created_at__extract_dow + , subq_10.created_at__extract_doy + , subq_10.listing__ds__day + , subq_10.listing__ds__week + , subq_10.listing__ds__month + , subq_10.listing__ds__quarter + , subq_10.listing__ds__year + , subq_10.listing__ds__extract_year + , subq_10.listing__ds__extract_quarter + , subq_10.listing__ds__extract_month + , subq_10.listing__ds__extract_day + , subq_10.listing__ds__extract_dow + , subq_10.listing__ds__extract_doy + , subq_10.listing__created_at__day + , subq_10.listing__created_at__week + , subq_10.listing__created_at__month + , subq_10.listing__created_at__quarter + , subq_10.listing__created_at__year + , subq_10.listing__created_at__extract_year + , subq_10.listing__created_at__extract_quarter + , subq_10.listing__created_at__extract_month + , subq_10.listing__created_at__extract_day + , subq_10.listing__created_at__extract_dow + , subq_10.listing__created_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.user + , subq_10.listing__user + , subq_10.country_latest + , subq_10.is_lux_latest + , subq_10.capacity_latest + , subq_10.listing__country_latest + , subq_10.listing__is_lux_latest + , subq_10.listing__capacity_latest + , subq_10.listings + , subq_10.largest_listing + , subq_10.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_10 + ) subq_11 + ) subq_12 + ON + subq_9.listing = subq_12.listing + ) subq_13 + ) subq_14 + WHERE booking__is_instant + ) subq_15 + ) subq_16 + GROUP BY + listing__country_latest +) subq_17 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_single_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_single_categorical_dimension_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..b0a46663de --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_single_categorical_dimension_pushdown__plan0_optimized.sql @@ -0,0 +1,40 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'listing__country_latest'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + listing__country_latest + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] + SELECT + subq_21.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.country AS listing__country_latest + , subq_21.bookings AS bookings + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_19 + WHERE booking__is_instant + ) subq_21 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_21.listing = listings_latest_src_28000.listing_id +) subq_26 +WHERE booking__is_instant +GROUP BY + listing__country_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_skipped_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_skipped_pushdown__plan0.sql new file mode 100644 index 0000000000..945c329d57 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_skipped_pushdown__plan0.sql @@ -0,0 +1,387 @@ +-- Compute Metrics via Expressions +SELECT + subq_10.listing__country_latest + , subq_10.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_9.listing__country_latest + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest'] + SELECT + subq_8.listing__country_latest + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.booking__is_instant + , subq_7.listing__country_latest + , subq_7.listing__is_lux_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant', 'listing__is_lux_latest'] + SELECT + subq_6.booking__is_instant + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.listing AS listing + , subq_2.booking__is_instant AS booking__is_instant + , subq_5.country_latest AS listing__country_latest + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_1.listing + , subq_1.booking__is_instant + , subq_1.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['country_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.country_latest + , subq_4.is_lux_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE booking__is_instant OR listing__is_lux_latest + ) subq_8 + ) subq_9 + GROUP BY + listing__country_latest +) subq_10 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_skipped_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_skipped_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..be31b01767 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_skipped_pushdown__plan0_optimized.sql @@ -0,0 +1,33 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'listing__country_latest'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + listing__country_latest + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant', 'listing__is_lux_latest'] + SELECT + subq_13.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , subq_13.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_13.listing = listings_latest_src_28000.listing_id +) subq_18 +WHERE booking__is_instant OR listing__is_lux_latest +GROUP BY + listing__country_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_categorical_dimension_pushdown__plan0.sql new file mode 100644 index 0000000000..bc12b03102 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_categorical_dimension_pushdown__plan0.sql @@ -0,0 +1,387 @@ +-- Compute Metrics via Expressions +SELECT + subq_10.booking__is_instant + , subq_10.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_9.booking__is_instant + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant'] + SELECT + subq_8.booking__is_instant + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.booking__is_instant + , subq_7.listing__is_lux_latest + , subq_7.listing__capacity_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + SELECT + subq_6.booking__is_instant + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.listing AS listing + , subq_2.booking__is_instant AS booking__is_instant + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_5.capacity_latest AS listing__capacity_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_1.listing + , subq_1.booking__is_instant + , subq_1.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['is_lux_latest', 'capacity_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.is_lux_latest + , subq_4.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 + ) subq_8 + ) subq_9 + GROUP BY + subq_9.booking__is_instant +) subq_10 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..98cc26bb70 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql @@ -0,0 +1,33 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'booking__is_instant'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + booking__is_instant + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + SELECT + subq_13.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_13.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_13.listing = listings_latest_src_28000.listing_id +) subq_18 +WHERE listing__is_lux_latest OR listing__capacity_latest > 4 +GROUP BY + booking__is_instant diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..9022b49e18 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql @@ -0,0 +1,651 @@ +-- Compute Metrics via Expressions +SELECT + CAST(subq_28.west_coast_balance_first_day AS DOUBLE) / CAST(NULLIF(subq_28.east_coast_balance_first_dat, 0) AS DOUBLE) AS regional_starting_balance_ratios +FROM ( + -- Combine Aggregated Outputs + SELECT + MAX(subq_13.west_coast_balance_first_day) AS west_coast_balance_first_day + , MAX(subq_27.east_coast_balance_first_dat) AS east_coast_balance_first_dat + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_12.total_account_balance_first_day AS west_coast_balance_first_day + FROM ( + -- Aggregate Measures + SELECT + SUM(subq_11.total_account_balance_first_day) AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day',] + SELECT + subq_10.total_account_balance_first_day + FROM ( + -- Join on MIN(ds) and [] grouping by None + SELECT + subq_7.ds__day AS ds__day + , subq_7.user__home_state_latest AS user__home_state_latest + , subq_7.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + subq_6.ds__day + , subq_6.user__home_state_latest + , subq_6.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_5.ds__day + , subq_5.user__home_state_latest + , subq_5.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_2.ds__day AS ds__day + , subq_2.user AS user + , subq_4.home_state_latest AS user__home_state_latest + , subq_2.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_1.ds__day + , subq_1.user + , subq_1.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.account__ds__day + , subq_0.account__ds__week + , subq_0.account__ds__month + , subq_0.account__ds__quarter + , subq_0.account__ds__year + , subq_0.account__ds__extract_year + , subq_0.account__ds__extract_quarter + , subq_0.account__ds__extract_month + , subq_0.account__ds__extract_day + , subq_0.account__ds__extract_dow + , subq_0.account__ds__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.user + , subq_0.account__user + , subq_0.account_type + , subq_0.account__account_type + , subq_0.account_balance + , subq_0.total_account_balance_first_day + , subq_0.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_3.user + , subq_3.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + ) subq_4 + ON + subq_2.user = subq_4.user + ) subq_5 + ) subq_6 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_7 + INNER JOIN ( + -- Filter row on MIN(ds__day) + SELECT + MIN(subq_8.ds__day) AS ds__day__complete + FROM ( + -- Constrain Output with WHERE + SELECT + subq_6.ds__day + , subq_6.user__home_state_latest + , subq_6.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_5.ds__day + , subq_5.user__home_state_latest + , subq_5.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_2.ds__day AS ds__day + , subq_2.user AS user + , subq_4.home_state_latest AS user__home_state_latest + , subq_2.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_1.ds__day + , subq_1.user + , subq_1.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.account__ds__day + , subq_0.account__ds__week + , subq_0.account__ds__month + , subq_0.account__ds__quarter + , subq_0.account__ds__year + , subq_0.account__ds__extract_year + , subq_0.account__ds__extract_quarter + , subq_0.account__ds__extract_month + , subq_0.account__ds__extract_day + , subq_0.account__ds__extract_dow + , subq_0.account__ds__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.user + , subq_0.account__user + , subq_0.account_type + , subq_0.account__account_type + , subq_0.account_balance + , subq_0.total_account_balance_first_day + , subq_0.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_3.user + , subq_3.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + ) subq_4 + ON + subq_2.user = subq_4.user + ) subq_5 + ) subq_6 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_8 + ) subq_9 + ON + subq_7.ds__day = subq_9.ds__day__complete + ) subq_10 + ) subq_11 + ) subq_12 + ) subq_13 + CROSS JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_26.total_account_balance_first_day AS east_coast_balance_first_dat + FROM ( + -- Aggregate Measures + SELECT + SUM(subq_25.total_account_balance_first_day) AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day',] + SELECT + subq_24.total_account_balance_first_day + FROM ( + -- Join on MIN(ds) and [] grouping by None + SELECT + subq_21.ds__day AS ds__day + , subq_21.user__home_state_latest AS user__home_state_latest + , subq_21.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + subq_20.ds__day + , subq_20.user__home_state_latest + , subq_20.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_19.ds__day + , subq_19.user__home_state_latest + , subq_19.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_16.ds__day AS ds__day + , subq_16.user AS user + , subq_18.home_state_latest AS user__home_state_latest + , subq_16.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_15.ds__day + , subq_15.user + , subq_15.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.account__ds__day + , subq_14.account__ds__week + , subq_14.account__ds__month + , subq_14.account__ds__quarter + , subq_14.account__ds__year + , subq_14.account__ds__extract_year + , subq_14.account__ds__extract_quarter + , subq_14.account__ds__extract_month + , subq_14.account__ds__extract_day + , subq_14.account__ds__extract_dow + , subq_14.account__ds__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.user + , subq_14.account__user + , subq_14.account_type + , subq_14.account__account_type + , subq_14.account_balance + , subq_14.total_account_balance_first_day + , subq_14.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_17.user + , subq_17.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_17 + ) subq_18 + ON + subq_16.user = subq_18.user + ) subq_19 + ) subq_20 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_21 + INNER JOIN ( + -- Filter row on MIN(ds__day) + SELECT + MIN(subq_22.ds__day) AS ds__day__complete + FROM ( + -- Constrain Output with WHERE + SELECT + subq_20.ds__day + , subq_20.user__home_state_latest + , subq_20.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_19.ds__day + , subq_19.user__home_state_latest + , subq_19.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_16.ds__day AS ds__day + , subq_16.user AS user + , subq_18.home_state_latest AS user__home_state_latest + , subq_16.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_15.ds__day + , subq_15.user + , subq_15.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.account__ds__day + , subq_14.account__ds__week + , subq_14.account__ds__month + , subq_14.account__ds__quarter + , subq_14.account__ds__year + , subq_14.account__ds__extract_year + , subq_14.account__ds__extract_quarter + , subq_14.account__ds__extract_month + , subq_14.account__ds__extract_day + , subq_14.account__ds__extract_dow + , subq_14.account__ds__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.user + , subq_14.account__user + , subq_14.account_type + , subq_14.account__account_type + , subq_14.account_balance + , subq_14.total_account_balance_first_day + , subq_14.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_17.user + , subq_17.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_17 + ) subq_18 + ON + subq_16.user = subq_18.user + ) subq_19 + ) subq_20 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_22 + ) subq_23 + ON + subq_21.ds__day = subq_23.ds__day__complete + ) subq_24 + ) subq_25 + ) subq_26 + ) subq_27 +) subq_28 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..44eac537d1 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,102 @@ +-- Combine Aggregated Outputs +-- Compute Metrics via Expressions +SELECT + CAST(MAX(subq_42.west_coast_balance_first_day) AS DOUBLE) / CAST(NULLIF(MAX(subq_56.east_coast_balance_first_dat), 0) AS DOUBLE) AS regional_starting_balance_ratios +FROM ( + -- Join on MIN(ds) and [] grouping by None + -- Pass Only Elements: ['total_account_balance_first_day',] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + SUM(subq_36.total_account_balance_first_day) AS west_coast_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + ds__day + , total_account_balance_first_day + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_35 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_36 + INNER JOIN ( + -- Constrain Output with WHERE + -- Filter row on MIN(ds__day) + SELECT + MIN(ds__day) AS ds__day__complete + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_35 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_38 + ON + subq_36.ds__day = subq_38.ds__day__complete +) subq_42 +CROSS JOIN ( + -- Join on MIN(ds) and [] grouping by None + -- Pass Only Elements: ['total_account_balance_first_day',] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + SUM(subq_50.total_account_balance_first_day) AS east_coast_balance_first_dat + FROM ( + -- Constrain Output with WHERE + SELECT + ds__day + , total_account_balance_first_day + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_49 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_50 + INNER JOIN ( + -- Constrain Output with WHERE + -- Filter row on MIN(ds__day) + SELECT + MIN(ds__day) AS ds__day__complete + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_49 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_52 + ON + subq_50.ds__day = subq_52.ds__day__complete +) subq_56 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..eba0dec278 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql @@ -0,0 +1,563 @@ +-- Compute Metrics via Expressions +SELECT + subq_19.metric_time__day + , CAST(subq_19.average_booking_value AS DOUBLE) / CAST(NULLIF(subq_19.max_booking_value, 0) AS DOUBLE) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day + , MAX(subq_13.average_booking_value) AS average_booking_value + , MAX(subq_18.max_booking_value) AS max_booking_value + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_12.metric_time__day + , subq_12.average_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_11.metric_time__day + , AVG(subq_11.average_booking_value) AS average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + SELECT + subq_10.metric_time__day + , subq_10.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 + WHERE booking__is_instant + ) subq_10 + ) subq_11 + GROUP BY + subq_11.metric_time__day + ) subq_12 + ) subq_13 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_17.metric_time__day + , subq_17.max_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_16.metric_time__day + , MAX(subq_16.max_booking_value) AS max_booking_value + FROM ( + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + SELECT + subq_15.metric_time__day + , subq_15.max_booking_value + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.ds_partitioned__day + , subq_14.ds_partitioned__week + , subq_14.ds_partitioned__month + , subq_14.ds_partitioned__quarter + , subq_14.ds_partitioned__year + , subq_14.ds_partitioned__extract_year + , subq_14.ds_partitioned__extract_quarter + , subq_14.ds_partitioned__extract_month + , subq_14.ds_partitioned__extract_day + , subq_14.ds_partitioned__extract_dow + , subq_14.ds_partitioned__extract_doy + , subq_14.paid_at__day + , subq_14.paid_at__week + , subq_14.paid_at__month + , subq_14.paid_at__quarter + , subq_14.paid_at__year + , subq_14.paid_at__extract_year + , subq_14.paid_at__extract_quarter + , subq_14.paid_at__extract_month + , subq_14.paid_at__extract_day + , subq_14.paid_at__extract_dow + , subq_14.paid_at__extract_doy + , subq_14.booking__ds__day + , subq_14.booking__ds__week + , subq_14.booking__ds__month + , subq_14.booking__ds__quarter + , subq_14.booking__ds__year + , subq_14.booking__ds__extract_year + , subq_14.booking__ds__extract_quarter + , subq_14.booking__ds__extract_month + , subq_14.booking__ds__extract_day + , subq_14.booking__ds__extract_dow + , subq_14.booking__ds__extract_doy + , subq_14.booking__ds_partitioned__day + , subq_14.booking__ds_partitioned__week + , subq_14.booking__ds_partitioned__month + , subq_14.booking__ds_partitioned__quarter + , subq_14.booking__ds_partitioned__year + , subq_14.booking__ds_partitioned__extract_year + , subq_14.booking__ds_partitioned__extract_quarter + , subq_14.booking__ds_partitioned__extract_month + , subq_14.booking__ds_partitioned__extract_day + , subq_14.booking__ds_partitioned__extract_dow + , subq_14.booking__ds_partitioned__extract_doy + , subq_14.booking__paid_at__day + , subq_14.booking__paid_at__week + , subq_14.booking__paid_at__month + , subq_14.booking__paid_at__quarter + , subq_14.booking__paid_at__year + , subq_14.booking__paid_at__extract_year + , subq_14.booking__paid_at__extract_quarter + , subq_14.booking__paid_at__extract_month + , subq_14.booking__paid_at__extract_day + , subq_14.booking__paid_at__extract_dow + , subq_14.booking__paid_at__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.listing + , subq_14.guest + , subq_14.host + , subq_14.booking__listing + , subq_14.booking__guest + , subq_14.booking__host + , subq_14.is_instant + , subq_14.booking__is_instant + , subq_14.bookings + , subq_14.instant_bookings + , subq_14.booking_value + , subq_14.max_booking_value + , subq_14.min_booking_value + , subq_14.bookers + , subq_14.average_booking_value + , subq_14.referred_bookings + , subq_14.median_booking_value + , subq_14.booking_value_p99 + , subq_14.discrete_booking_value_p99 + , subq_14.approximate_continuous_booking_value_p99 + , subq_14.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + GROUP BY + subq_16.metric_time__day + ) subq_17 + ) subq_18 + ON + subq_13.metric_time__day = subq_18.metric_time__day + GROUP BY + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) +) subq_19 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..111a82caa8 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,58 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__day + , CAST(average_booking_value AS DOUBLE) / CAST(NULLIF(max_booking_value, 0) AS DOUBLE) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day + , MAX(subq_27.average_booking_value) AS average_booking_value + , MAX(subq_32.max_booking_value) AS max_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + metric_time__day + , AVG(average_booking_value) AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + metric_time__day + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_21 + WHERE booking__is_instant + ) subq_23 + WHERE booking__is_instant + GROUP BY + metric_time__day + ) subq_27 + FULL OUTER JOIN ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , MAX(booking_value) AS max_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + GROUP BY + DATE_TRUNC('day', ds) + ) subq_32 + ON + subq_27.metric_time__day = subq_32.metric_time__day + GROUP BY + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) +) subq_33 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_single_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_single_categorical_dimension_pushdown__plan0.sql new file mode 100644 index 0000000000..85f5d39687 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_single_categorical_dimension_pushdown__plan0.sql @@ -0,0 +1,486 @@ +-- Compute Metrics via Expressions +SELECT + subq_17.listing__country_latest + , subq_17.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_16.listing__country_latest + , SUM(subq_16.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest'] + SELECT + subq_15.listing__country_latest + , subq_15.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_14.booking__is_instant + , subq_14.listing__country_latest + , subq_14.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] + SELECT + subq_13.booking__is_instant + , subq_13.listing__country_latest + , subq_13.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_9.listing AS listing + , subq_9.booking__is_instant AS booking__is_instant + , subq_12.country_latest AS listing__country_latest + , subq_9.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_8.listing + , subq_8.booking__is_instant + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['country_latest', 'listing'] + SELECT + subq_11.listing + , subq_11.country_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.created_at__day + , subq_10.created_at__week + , subq_10.created_at__month + , subq_10.created_at__quarter + , subq_10.created_at__year + , subq_10.created_at__extract_year + , subq_10.created_at__extract_quarter + , subq_10.created_at__extract_month + , subq_10.created_at__extract_day + , subq_10.created_at__extract_dow + , subq_10.created_at__extract_doy + , subq_10.listing__ds__day + , subq_10.listing__ds__week + , subq_10.listing__ds__month + , subq_10.listing__ds__quarter + , subq_10.listing__ds__year + , subq_10.listing__ds__extract_year + , subq_10.listing__ds__extract_quarter + , subq_10.listing__ds__extract_month + , subq_10.listing__ds__extract_day + , subq_10.listing__ds__extract_dow + , subq_10.listing__ds__extract_doy + , subq_10.listing__created_at__day + , subq_10.listing__created_at__week + , subq_10.listing__created_at__month + , subq_10.listing__created_at__quarter + , subq_10.listing__created_at__year + , subq_10.listing__created_at__extract_year + , subq_10.listing__created_at__extract_quarter + , subq_10.listing__created_at__extract_month + , subq_10.listing__created_at__extract_day + , subq_10.listing__created_at__extract_dow + , subq_10.listing__created_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.user + , subq_10.listing__user + , subq_10.country_latest + , subq_10.is_lux_latest + , subq_10.capacity_latest + , subq_10.listing__country_latest + , subq_10.listing__is_lux_latest + , subq_10.listing__capacity_latest + , subq_10.listings + , subq_10.largest_listing + , subq_10.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_10 + ) subq_11 + ) subq_12 + ON + subq_9.listing = subq_12.listing + ) subq_13 + ) subq_14 + WHERE booking__is_instant + ) subq_15 + ) subq_16 + GROUP BY + subq_16.listing__country_latest +) subq_17 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_single_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_single_categorical_dimension_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..b0a46663de --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_single_categorical_dimension_pushdown__plan0_optimized.sql @@ -0,0 +1,40 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'listing__country_latest'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + listing__country_latest + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] + SELECT + subq_21.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.country AS listing__country_latest + , subq_21.bookings AS bookings + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_19 + WHERE booking__is_instant + ) subq_21 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_21.listing = listings_latest_src_28000.listing_id +) subq_26 +WHERE booking__is_instant +GROUP BY + listing__country_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_skipped_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_skipped_pushdown__plan0.sql new file mode 100644 index 0000000000..968378bfc3 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_skipped_pushdown__plan0.sql @@ -0,0 +1,387 @@ +-- Compute Metrics via Expressions +SELECT + subq_10.listing__country_latest + , subq_10.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_9.listing__country_latest + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest'] + SELECT + subq_8.listing__country_latest + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.booking__is_instant + , subq_7.listing__country_latest + , subq_7.listing__is_lux_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant', 'listing__is_lux_latest'] + SELECT + subq_6.booking__is_instant + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.listing AS listing + , subq_2.booking__is_instant AS booking__is_instant + , subq_5.country_latest AS listing__country_latest + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_1.listing + , subq_1.booking__is_instant + , subq_1.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['country_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.country_latest + , subq_4.is_lux_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE booking__is_instant OR listing__is_lux_latest + ) subq_8 + ) subq_9 + GROUP BY + subq_9.listing__country_latest +) subq_10 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_skipped_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_skipped_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..be31b01767 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_skipped_pushdown__plan0_optimized.sql @@ -0,0 +1,33 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'listing__country_latest'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + listing__country_latest + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant', 'listing__is_lux_latest'] + SELECT + subq_13.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , subq_13.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_13.listing = listings_latest_src_28000.listing_id +) subq_18 +WHERE booking__is_instant OR listing__is_lux_latest +GROUP BY + listing__country_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_categorical_dimension_pushdown__plan0.sql new file mode 100644 index 0000000000..c864c9883c --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_categorical_dimension_pushdown__plan0.sql @@ -0,0 +1,387 @@ +-- Compute Metrics via Expressions +SELECT + subq_10.booking__is_instant + , subq_10.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_9.booking__is_instant + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant'] + SELECT + subq_8.booking__is_instant + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.booking__is_instant + , subq_7.listing__is_lux_latest + , subq_7.listing__capacity_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + SELECT + subq_6.booking__is_instant + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.listing AS listing + , subq_2.booking__is_instant AS booking__is_instant + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_5.capacity_latest AS listing__capacity_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_1.listing + , subq_1.booking__is_instant + , subq_1.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['is_lux_latest', 'capacity_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.is_lux_latest + , subq_4.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 + ) subq_8 + ) subq_9 + GROUP BY + subq_9.booking__is_instant +) subq_10 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..98cc26bb70 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql @@ -0,0 +1,33 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'booking__is_instant'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + booking__is_instant + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + SELECT + subq_13.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_13.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_13.listing = listings_latest_src_28000.listing_id +) subq_18 +WHERE listing__is_lux_latest OR listing__capacity_latest > 4 +GROUP BY + booking__is_instant diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..e1b07ee2ad --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql @@ -0,0 +1,651 @@ +-- Compute Metrics via Expressions +SELECT + CAST(subq_28.west_coast_balance_first_day AS DOUBLE PRECISION) / CAST(NULLIF(subq_28.east_coast_balance_first_dat, 0) AS DOUBLE PRECISION) AS regional_starting_balance_ratios +FROM ( + -- Combine Aggregated Outputs + SELECT + MAX(subq_13.west_coast_balance_first_day) AS west_coast_balance_first_day + , MAX(subq_27.east_coast_balance_first_dat) AS east_coast_balance_first_dat + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_12.total_account_balance_first_day AS west_coast_balance_first_day + FROM ( + -- Aggregate Measures + SELECT + SUM(subq_11.total_account_balance_first_day) AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day',] + SELECT + subq_10.total_account_balance_first_day + FROM ( + -- Join on MIN(ds) and [] grouping by None + SELECT + subq_7.ds__day AS ds__day + , subq_7.user__home_state_latest AS user__home_state_latest + , subq_7.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + subq_6.ds__day + , subq_6.user__home_state_latest + , subq_6.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_5.ds__day + , subq_5.user__home_state_latest + , subq_5.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_2.ds__day AS ds__day + , subq_2.user AS user + , subq_4.home_state_latest AS user__home_state_latest + , subq_2.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_1.ds__day + , subq_1.user + , subq_1.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.account__ds__day + , subq_0.account__ds__week + , subq_0.account__ds__month + , subq_0.account__ds__quarter + , subq_0.account__ds__year + , subq_0.account__ds__extract_year + , subq_0.account__ds__extract_quarter + , subq_0.account__ds__extract_month + , subq_0.account__ds__extract_day + , subq_0.account__ds__extract_dow + , subq_0.account__ds__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.user + , subq_0.account__user + , subq_0.account_type + , subq_0.account__account_type + , subq_0.account_balance + , subq_0.total_account_balance_first_day + , subq_0.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_3.user + , subq_3.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + ) subq_4 + ON + subq_2.user = subq_4.user + ) subq_5 + ) subq_6 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_7 + INNER JOIN ( + -- Filter row on MIN(ds__day) + SELECT + MIN(subq_8.ds__day) AS ds__day__complete + FROM ( + -- Constrain Output with WHERE + SELECT + subq_6.ds__day + , subq_6.user__home_state_latest + , subq_6.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_5.ds__day + , subq_5.user__home_state_latest + , subq_5.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_2.ds__day AS ds__day + , subq_2.user AS user + , subq_4.home_state_latest AS user__home_state_latest + , subq_2.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_1.ds__day + , subq_1.user + , subq_1.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.account__ds__day + , subq_0.account__ds__week + , subq_0.account__ds__month + , subq_0.account__ds__quarter + , subq_0.account__ds__year + , subq_0.account__ds__extract_year + , subq_0.account__ds__extract_quarter + , subq_0.account__ds__extract_month + , subq_0.account__ds__extract_day + , subq_0.account__ds__extract_dow + , subq_0.account__ds__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.user + , subq_0.account__user + , subq_0.account_type + , subq_0.account__account_type + , subq_0.account_balance + , subq_0.total_account_balance_first_day + , subq_0.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_3.user + , subq_3.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + ) subq_4 + ON + subq_2.user = subq_4.user + ) subq_5 + ) subq_6 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_8 + ) subq_9 + ON + subq_7.ds__day = subq_9.ds__day__complete + ) subq_10 + ) subq_11 + ) subq_12 + ) subq_13 + CROSS JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_26.total_account_balance_first_day AS east_coast_balance_first_dat + FROM ( + -- Aggregate Measures + SELECT + SUM(subq_25.total_account_balance_first_day) AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day',] + SELECT + subq_24.total_account_balance_first_day + FROM ( + -- Join on MIN(ds) and [] grouping by None + SELECT + subq_21.ds__day AS ds__day + , subq_21.user__home_state_latest AS user__home_state_latest + , subq_21.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + subq_20.ds__day + , subq_20.user__home_state_latest + , subq_20.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_19.ds__day + , subq_19.user__home_state_latest + , subq_19.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_16.ds__day AS ds__day + , subq_16.user AS user + , subq_18.home_state_latest AS user__home_state_latest + , subq_16.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_15.ds__day + , subq_15.user + , subq_15.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.account__ds__day + , subq_14.account__ds__week + , subq_14.account__ds__month + , subq_14.account__ds__quarter + , subq_14.account__ds__year + , subq_14.account__ds__extract_year + , subq_14.account__ds__extract_quarter + , subq_14.account__ds__extract_month + , subq_14.account__ds__extract_day + , subq_14.account__ds__extract_dow + , subq_14.account__ds__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.user + , subq_14.account__user + , subq_14.account_type + , subq_14.account__account_type + , subq_14.account_balance + , subq_14.total_account_balance_first_day + , subq_14.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_17.user + , subq_17.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_17 + ) subq_18 + ON + subq_16.user = subq_18.user + ) subq_19 + ) subq_20 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_21 + INNER JOIN ( + -- Filter row on MIN(ds__day) + SELECT + MIN(subq_22.ds__day) AS ds__day__complete + FROM ( + -- Constrain Output with WHERE + SELECT + subq_20.ds__day + , subq_20.user__home_state_latest + , subq_20.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_19.ds__day + , subq_19.user__home_state_latest + , subq_19.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_16.ds__day AS ds__day + , subq_16.user AS user + , subq_18.home_state_latest AS user__home_state_latest + , subq_16.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_15.ds__day + , subq_15.user + , subq_15.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.account__ds__day + , subq_14.account__ds__week + , subq_14.account__ds__month + , subq_14.account__ds__quarter + , subq_14.account__ds__year + , subq_14.account__ds__extract_year + , subq_14.account__ds__extract_quarter + , subq_14.account__ds__extract_month + , subq_14.account__ds__extract_day + , subq_14.account__ds__extract_dow + , subq_14.account__ds__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.user + , subq_14.account__user + , subq_14.account_type + , subq_14.account__account_type + , subq_14.account_balance + , subq_14.total_account_balance_first_day + , subq_14.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(isodow FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_17.user + , subq_17.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_17 + ) subq_18 + ON + subq_16.user = subq_18.user + ) subq_19 + ) subq_20 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_22 + ) subq_23 + ON + subq_21.ds__day = subq_23.ds__day__complete + ) subq_24 + ) subq_25 + ) subq_26 + ) subq_27 +) subq_28 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..80c554f04a --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,102 @@ +-- Combine Aggregated Outputs +-- Compute Metrics via Expressions +SELECT + CAST(MAX(subq_42.west_coast_balance_first_day) AS DOUBLE PRECISION) / CAST(NULLIF(MAX(subq_56.east_coast_balance_first_dat), 0) AS DOUBLE PRECISION) AS regional_starting_balance_ratios +FROM ( + -- Join on MIN(ds) and [] grouping by None + -- Pass Only Elements: ['total_account_balance_first_day',] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + SUM(subq_36.total_account_balance_first_day) AS west_coast_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + ds__day + , total_account_balance_first_day + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_35 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_36 + INNER JOIN ( + -- Constrain Output with WHERE + -- Filter row on MIN(ds__day) + SELECT + MIN(ds__day) AS ds__day__complete + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_35 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_38 + ON + subq_36.ds__day = subq_38.ds__day__complete +) subq_42 +CROSS JOIN ( + -- Join on MIN(ds) and [] grouping by None + -- Pass Only Elements: ['total_account_balance_first_day',] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + SUM(subq_50.total_account_balance_first_day) AS east_coast_balance_first_dat + FROM ( + -- Constrain Output with WHERE + SELECT + ds__day + , total_account_balance_first_day + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_49 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_50 + INNER JOIN ( + -- Constrain Output with WHERE + -- Filter row on MIN(ds__day) + SELECT + MIN(ds__day) AS ds__day__complete + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_49 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_52 + ON + subq_50.ds__day = subq_52.ds__day__complete +) subq_56 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..f11c286f44 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql @@ -0,0 +1,563 @@ +-- Compute Metrics via Expressions +SELECT + subq_19.metric_time__day + , CAST(subq_19.average_booking_value AS DOUBLE PRECISION) / CAST(NULLIF(subq_19.max_booking_value, 0) AS DOUBLE PRECISION) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day + , MAX(subq_13.average_booking_value) AS average_booking_value + , MAX(subq_18.max_booking_value) AS max_booking_value + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_12.metric_time__day + , subq_12.average_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_11.metric_time__day + , AVG(subq_11.average_booking_value) AS average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + SELECT + subq_10.metric_time__day + , subq_10.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 + WHERE booking__is_instant + ) subq_10 + ) subq_11 + GROUP BY + subq_11.metric_time__day + ) subq_12 + ) subq_13 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_17.metric_time__day + , subq_17.max_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_16.metric_time__day + , MAX(subq_16.max_booking_value) AS max_booking_value + FROM ( + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + SELECT + subq_15.metric_time__day + , subq_15.max_booking_value + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.ds_partitioned__day + , subq_14.ds_partitioned__week + , subq_14.ds_partitioned__month + , subq_14.ds_partitioned__quarter + , subq_14.ds_partitioned__year + , subq_14.ds_partitioned__extract_year + , subq_14.ds_partitioned__extract_quarter + , subq_14.ds_partitioned__extract_month + , subq_14.ds_partitioned__extract_day + , subq_14.ds_partitioned__extract_dow + , subq_14.ds_partitioned__extract_doy + , subq_14.paid_at__day + , subq_14.paid_at__week + , subq_14.paid_at__month + , subq_14.paid_at__quarter + , subq_14.paid_at__year + , subq_14.paid_at__extract_year + , subq_14.paid_at__extract_quarter + , subq_14.paid_at__extract_month + , subq_14.paid_at__extract_day + , subq_14.paid_at__extract_dow + , subq_14.paid_at__extract_doy + , subq_14.booking__ds__day + , subq_14.booking__ds__week + , subq_14.booking__ds__month + , subq_14.booking__ds__quarter + , subq_14.booking__ds__year + , subq_14.booking__ds__extract_year + , subq_14.booking__ds__extract_quarter + , subq_14.booking__ds__extract_month + , subq_14.booking__ds__extract_day + , subq_14.booking__ds__extract_dow + , subq_14.booking__ds__extract_doy + , subq_14.booking__ds_partitioned__day + , subq_14.booking__ds_partitioned__week + , subq_14.booking__ds_partitioned__month + , subq_14.booking__ds_partitioned__quarter + , subq_14.booking__ds_partitioned__year + , subq_14.booking__ds_partitioned__extract_year + , subq_14.booking__ds_partitioned__extract_quarter + , subq_14.booking__ds_partitioned__extract_month + , subq_14.booking__ds_partitioned__extract_day + , subq_14.booking__ds_partitioned__extract_dow + , subq_14.booking__ds_partitioned__extract_doy + , subq_14.booking__paid_at__day + , subq_14.booking__paid_at__week + , subq_14.booking__paid_at__month + , subq_14.booking__paid_at__quarter + , subq_14.booking__paid_at__year + , subq_14.booking__paid_at__extract_year + , subq_14.booking__paid_at__extract_quarter + , subq_14.booking__paid_at__extract_month + , subq_14.booking__paid_at__extract_day + , subq_14.booking__paid_at__extract_dow + , subq_14.booking__paid_at__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.listing + , subq_14.guest + , subq_14.host + , subq_14.booking__listing + , subq_14.booking__guest + , subq_14.booking__host + , subq_14.is_instant + , subq_14.booking__is_instant + , subq_14.bookings + , subq_14.instant_bookings + , subq_14.booking_value + , subq_14.max_booking_value + , subq_14.min_booking_value + , subq_14.bookers + , subq_14.average_booking_value + , subq_14.referred_bookings + , subq_14.median_booking_value + , subq_14.booking_value_p99 + , subq_14.discrete_booking_value_p99 + , subq_14.approximate_continuous_booking_value_p99 + , subq_14.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + GROUP BY + subq_16.metric_time__day + ) subq_17 + ) subq_18 + ON + subq_13.metric_time__day = subq_18.metric_time__day + GROUP BY + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) +) subq_19 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..8fd9bd5080 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,58 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__day + , CAST(average_booking_value AS DOUBLE PRECISION) / CAST(NULLIF(max_booking_value, 0) AS DOUBLE PRECISION) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day + , MAX(subq_27.average_booking_value) AS average_booking_value + , MAX(subq_32.max_booking_value) AS max_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + metric_time__day + , AVG(average_booking_value) AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + metric_time__day + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_21 + WHERE booking__is_instant + ) subq_23 + WHERE booking__is_instant + GROUP BY + metric_time__day + ) subq_27 + FULL OUTER JOIN ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , MAX(booking_value) AS max_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + GROUP BY + DATE_TRUNC('day', ds) + ) subq_32 + ON + subq_27.metric_time__day = subq_32.metric_time__day + GROUP BY + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) +) subq_33 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_single_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_single_categorical_dimension_pushdown__plan0.sql new file mode 100644 index 0000000000..5ef5778430 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_single_categorical_dimension_pushdown__plan0.sql @@ -0,0 +1,486 @@ +-- Compute Metrics via Expressions +SELECT + subq_17.listing__country_latest + , subq_17.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_16.listing__country_latest + , SUM(subq_16.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest'] + SELECT + subq_15.listing__country_latest + , subq_15.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_14.booking__is_instant + , subq_14.listing__country_latest + , subq_14.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] + SELECT + subq_13.booking__is_instant + , subq_13.listing__country_latest + , subq_13.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_9.listing AS listing + , subq_9.booking__is_instant AS booking__is_instant + , subq_12.country_latest AS listing__country_latest + , subq_9.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_8.listing + , subq_8.booking__is_instant + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['country_latest', 'listing'] + SELECT + subq_11.listing + , subq_11.country_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.created_at__day + , subq_10.created_at__week + , subq_10.created_at__month + , subq_10.created_at__quarter + , subq_10.created_at__year + , subq_10.created_at__extract_year + , subq_10.created_at__extract_quarter + , subq_10.created_at__extract_month + , subq_10.created_at__extract_day + , subq_10.created_at__extract_dow + , subq_10.created_at__extract_doy + , subq_10.listing__ds__day + , subq_10.listing__ds__week + , subq_10.listing__ds__month + , subq_10.listing__ds__quarter + , subq_10.listing__ds__year + , subq_10.listing__ds__extract_year + , subq_10.listing__ds__extract_quarter + , subq_10.listing__ds__extract_month + , subq_10.listing__ds__extract_day + , subq_10.listing__ds__extract_dow + , subq_10.listing__ds__extract_doy + , subq_10.listing__created_at__day + , subq_10.listing__created_at__week + , subq_10.listing__created_at__month + , subq_10.listing__created_at__quarter + , subq_10.listing__created_at__year + , subq_10.listing__created_at__extract_year + , subq_10.listing__created_at__extract_quarter + , subq_10.listing__created_at__extract_month + , subq_10.listing__created_at__extract_day + , subq_10.listing__created_at__extract_dow + , subq_10.listing__created_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.user + , subq_10.listing__user + , subq_10.country_latest + , subq_10.is_lux_latest + , subq_10.capacity_latest + , subq_10.listing__country_latest + , subq_10.listing__is_lux_latest + , subq_10.listing__capacity_latest + , subq_10.listings + , subq_10.largest_listing + , subq_10.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_10 + ) subq_11 + ) subq_12 + ON + subq_9.listing = subq_12.listing + ) subq_13 + ) subq_14 + WHERE booking__is_instant + ) subq_15 + ) subq_16 + GROUP BY + subq_16.listing__country_latest +) subq_17 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_single_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_single_categorical_dimension_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..b0a46663de --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_single_categorical_dimension_pushdown__plan0_optimized.sql @@ -0,0 +1,40 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'listing__country_latest'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + listing__country_latest + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] + SELECT + subq_21.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.country AS listing__country_latest + , subq_21.bookings AS bookings + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_19 + WHERE booking__is_instant + ) subq_21 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_21.listing = listings_latest_src_28000.listing_id +) subq_26 +WHERE booking__is_instant +GROUP BY + listing__country_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_skipped_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_skipped_pushdown__plan0.sql new file mode 100644 index 0000000000..a62b838b8c --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_skipped_pushdown__plan0.sql @@ -0,0 +1,387 @@ +-- Compute Metrics via Expressions +SELECT + subq_10.listing__country_latest + , subq_10.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_9.listing__country_latest + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest'] + SELECT + subq_8.listing__country_latest + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.booking__is_instant + , subq_7.listing__country_latest + , subq_7.listing__is_lux_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant', 'listing__is_lux_latest'] + SELECT + subq_6.booking__is_instant + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.listing AS listing + , subq_2.booking__is_instant AS booking__is_instant + , subq_5.country_latest AS listing__country_latest + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_1.listing + , subq_1.booking__is_instant + , subq_1.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['country_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.country_latest + , subq_4.is_lux_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE booking__is_instant OR listing__is_lux_latest + ) subq_8 + ) subq_9 + GROUP BY + subq_9.listing__country_latest +) subq_10 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_skipped_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_skipped_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..be31b01767 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_skipped_pushdown__plan0_optimized.sql @@ -0,0 +1,33 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'listing__country_latest'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + listing__country_latest + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant', 'listing__is_lux_latest'] + SELECT + subq_13.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , subq_13.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_13.listing = listings_latest_src_28000.listing_id +) subq_18 +WHERE booking__is_instant OR listing__is_lux_latest +GROUP BY + listing__country_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_categorical_dimension_pushdown__plan0.sql new file mode 100644 index 0000000000..824975c8c3 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_categorical_dimension_pushdown__plan0.sql @@ -0,0 +1,387 @@ +-- Compute Metrics via Expressions +SELECT + subq_10.booking__is_instant + , subq_10.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_9.booking__is_instant + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant'] + SELECT + subq_8.booking__is_instant + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.booking__is_instant + , subq_7.listing__is_lux_latest + , subq_7.listing__capacity_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + SELECT + subq_6.booking__is_instant + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.listing AS listing + , subq_2.booking__is_instant AS booking__is_instant + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_5.capacity_latest AS listing__capacity_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_1.listing + , subq_1.booking__is_instant + , subq_1.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['is_lux_latest', 'capacity_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.is_lux_latest + , subq_4.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 + ) subq_8 + ) subq_9 + GROUP BY + subq_9.booking__is_instant +) subq_10 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..98cc26bb70 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql @@ -0,0 +1,33 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'booking__is_instant'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + booking__is_instant + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + SELECT + subq_13.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_13.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_13.listing = listings_latest_src_28000.listing_id +) subq_18 +WHERE listing__is_lux_latest OR listing__capacity_latest > 4 +GROUP BY + booking__is_instant diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..d04c175116 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql @@ -0,0 +1,651 @@ +-- Compute Metrics via Expressions +SELECT + CAST(subq_28.west_coast_balance_first_day AS DOUBLE PRECISION) / CAST(NULLIF(subq_28.east_coast_balance_first_dat, 0) AS DOUBLE PRECISION) AS regional_starting_balance_ratios +FROM ( + -- Combine Aggregated Outputs + SELECT + MAX(subq_13.west_coast_balance_first_day) AS west_coast_balance_first_day + , MAX(subq_27.east_coast_balance_first_dat) AS east_coast_balance_first_dat + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_12.total_account_balance_first_day AS west_coast_balance_first_day + FROM ( + -- Aggregate Measures + SELECT + SUM(subq_11.total_account_balance_first_day) AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day',] + SELECT + subq_10.total_account_balance_first_day + FROM ( + -- Join on MIN(ds) and [] grouping by None + SELECT + subq_7.ds__day AS ds__day + , subq_7.user__home_state_latest AS user__home_state_latest + , subq_7.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + subq_6.ds__day + , subq_6.user__home_state_latest + , subq_6.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_5.ds__day + , subq_5.user__home_state_latest + , subq_5.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_2.ds__day AS ds__day + , subq_2.user AS user + , subq_4.home_state_latest AS user__home_state_latest + , subq_2.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_1.ds__day + , subq_1.user + , subq_1.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.account__ds__day + , subq_0.account__ds__week + , subq_0.account__ds__month + , subq_0.account__ds__quarter + , subq_0.account__ds__year + , subq_0.account__ds__extract_year + , subq_0.account__ds__extract_quarter + , subq_0.account__ds__extract_month + , subq_0.account__ds__extract_day + , subq_0.account__ds__extract_dow + , subq_0.account__ds__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.user + , subq_0.account__user + , subq_0.account_type + , subq_0.account__account_type + , subq_0.account_balance + , subq_0.total_account_balance_first_day + , subq_0.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM accounts_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM accounts_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM accounts_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , CASE WHEN EXTRACT(dow FROM accounts_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM accounts_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM accounts_source_src_28000.ds) END AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_3.user + , subq_3.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , CASE WHEN EXTRACT(dow FROM users_latest_src_28000.ds) = 0 THEN EXTRACT(dow FROM users_latest_src_28000.ds) + 7 ELSE EXTRACT(dow FROM users_latest_src_28000.ds) END AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , CASE WHEN EXTRACT(dow FROM users_latest_src_28000.ds) = 0 THEN EXTRACT(dow FROM users_latest_src_28000.ds) + 7 ELSE EXTRACT(dow FROM users_latest_src_28000.ds) END AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + ) subq_4 + ON + subq_2.user = subq_4.user + ) subq_5 + ) subq_6 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_7 + INNER JOIN ( + -- Filter row on MIN(ds__day) + SELECT + MIN(subq_8.ds__day) AS ds__day__complete + FROM ( + -- Constrain Output with WHERE + SELECT + subq_6.ds__day + , subq_6.user__home_state_latest + , subq_6.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_5.ds__day + , subq_5.user__home_state_latest + , subq_5.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_2.ds__day AS ds__day + , subq_2.user AS user + , subq_4.home_state_latest AS user__home_state_latest + , subq_2.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_1.ds__day + , subq_1.user + , subq_1.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.account__ds__day + , subq_0.account__ds__week + , subq_0.account__ds__month + , subq_0.account__ds__quarter + , subq_0.account__ds__year + , subq_0.account__ds__extract_year + , subq_0.account__ds__extract_quarter + , subq_0.account__ds__extract_month + , subq_0.account__ds__extract_day + , subq_0.account__ds__extract_dow + , subq_0.account__ds__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.user + , subq_0.account__user + , subq_0.account_type + , subq_0.account__account_type + , subq_0.account_balance + , subq_0.total_account_balance_first_day + , subq_0.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM accounts_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM accounts_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM accounts_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , CASE WHEN EXTRACT(dow FROM accounts_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM accounts_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM accounts_source_src_28000.ds) END AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_3.user + , subq_3.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , CASE WHEN EXTRACT(dow FROM users_latest_src_28000.ds) = 0 THEN EXTRACT(dow FROM users_latest_src_28000.ds) + 7 ELSE EXTRACT(dow FROM users_latest_src_28000.ds) END AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , CASE WHEN EXTRACT(dow FROM users_latest_src_28000.ds) = 0 THEN EXTRACT(dow FROM users_latest_src_28000.ds) + 7 ELSE EXTRACT(dow FROM users_latest_src_28000.ds) END AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + ) subq_4 + ON + subq_2.user = subq_4.user + ) subq_5 + ) subq_6 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_8 + ) subq_9 + ON + subq_7.ds__day = subq_9.ds__day__complete + ) subq_10 + ) subq_11 + ) subq_12 + ) subq_13 + CROSS JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_26.total_account_balance_first_day AS east_coast_balance_first_dat + FROM ( + -- Aggregate Measures + SELECT + SUM(subq_25.total_account_balance_first_day) AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day',] + SELECT + subq_24.total_account_balance_first_day + FROM ( + -- Join on MIN(ds) and [] grouping by None + SELECT + subq_21.ds__day AS ds__day + , subq_21.user__home_state_latest AS user__home_state_latest + , subq_21.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + subq_20.ds__day + , subq_20.user__home_state_latest + , subq_20.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_19.ds__day + , subq_19.user__home_state_latest + , subq_19.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_16.ds__day AS ds__day + , subq_16.user AS user + , subq_18.home_state_latest AS user__home_state_latest + , subq_16.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_15.ds__day + , subq_15.user + , subq_15.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.account__ds__day + , subq_14.account__ds__week + , subq_14.account__ds__month + , subq_14.account__ds__quarter + , subq_14.account__ds__year + , subq_14.account__ds__extract_year + , subq_14.account__ds__extract_quarter + , subq_14.account__ds__extract_month + , subq_14.account__ds__extract_day + , subq_14.account__ds__extract_dow + , subq_14.account__ds__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.user + , subq_14.account__user + , subq_14.account_type + , subq_14.account__account_type + , subq_14.account_balance + , subq_14.total_account_balance_first_day + , subq_14.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM accounts_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM accounts_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM accounts_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , CASE WHEN EXTRACT(dow FROM accounts_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM accounts_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM accounts_source_src_28000.ds) END AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_17.user + , subq_17.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , CASE WHEN EXTRACT(dow FROM users_latest_src_28000.ds) = 0 THEN EXTRACT(dow FROM users_latest_src_28000.ds) + 7 ELSE EXTRACT(dow FROM users_latest_src_28000.ds) END AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , CASE WHEN EXTRACT(dow FROM users_latest_src_28000.ds) = 0 THEN EXTRACT(dow FROM users_latest_src_28000.ds) + 7 ELSE EXTRACT(dow FROM users_latest_src_28000.ds) END AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_17 + ) subq_18 + ON + subq_16.user = subq_18.user + ) subq_19 + ) subq_20 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_21 + INNER JOIN ( + -- Filter row on MIN(ds__day) + SELECT + MIN(subq_22.ds__day) AS ds__day__complete + FROM ( + -- Constrain Output with WHERE + SELECT + subq_20.ds__day + , subq_20.user__home_state_latest + , subq_20.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_19.ds__day + , subq_19.user__home_state_latest + , subq_19.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_16.ds__day AS ds__day + , subq_16.user AS user + , subq_18.home_state_latest AS user__home_state_latest + , subq_16.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_15.ds__day + , subq_15.user + , subq_15.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.account__ds__day + , subq_14.account__ds__week + , subq_14.account__ds__month + , subq_14.account__ds__quarter + , subq_14.account__ds__year + , subq_14.account__ds__extract_year + , subq_14.account__ds__extract_quarter + , subq_14.account__ds__extract_month + , subq_14.account__ds__extract_day + , subq_14.account__ds__extract_dow + , subq_14.account__ds__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.user + , subq_14.account__user + , subq_14.account_type + , subq_14.account__account_type + , subq_14.account_balance + , subq_14.total_account_balance_first_day + , subq_14.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM accounts_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM accounts_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM accounts_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , CASE WHEN EXTRACT(dow FROM accounts_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM accounts_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM accounts_source_src_28000.ds) END AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_17.user + , subq_17.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , CASE WHEN EXTRACT(dow FROM users_latest_src_28000.ds) = 0 THEN EXTRACT(dow FROM users_latest_src_28000.ds) + 7 ELSE EXTRACT(dow FROM users_latest_src_28000.ds) END AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , CASE WHEN EXTRACT(dow FROM users_latest_src_28000.ds) = 0 THEN EXTRACT(dow FROM users_latest_src_28000.ds) + 7 ELSE EXTRACT(dow FROM users_latest_src_28000.ds) END AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_17 + ) subq_18 + ON + subq_16.user = subq_18.user + ) subq_19 + ) subq_20 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_22 + ) subq_23 + ON + subq_21.ds__day = subq_23.ds__day__complete + ) subq_24 + ) subq_25 + ) subq_26 + ) subq_27 +) subq_28 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..80c554f04a --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,102 @@ +-- Combine Aggregated Outputs +-- Compute Metrics via Expressions +SELECT + CAST(MAX(subq_42.west_coast_balance_first_day) AS DOUBLE PRECISION) / CAST(NULLIF(MAX(subq_56.east_coast_balance_first_dat), 0) AS DOUBLE PRECISION) AS regional_starting_balance_ratios +FROM ( + -- Join on MIN(ds) and [] grouping by None + -- Pass Only Elements: ['total_account_balance_first_day',] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + SUM(subq_36.total_account_balance_first_day) AS west_coast_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + ds__day + , total_account_balance_first_day + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_35 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_36 + INNER JOIN ( + -- Constrain Output with WHERE + -- Filter row on MIN(ds__day) + SELECT + MIN(ds__day) AS ds__day__complete + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_35 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_38 + ON + subq_36.ds__day = subq_38.ds__day__complete +) subq_42 +CROSS JOIN ( + -- Join on MIN(ds) and [] grouping by None + -- Pass Only Elements: ['total_account_balance_first_day',] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + SUM(subq_50.total_account_balance_first_day) AS east_coast_balance_first_dat + FROM ( + -- Constrain Output with WHERE + SELECT + ds__day + , total_account_balance_first_day + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_49 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_50 + INNER JOIN ( + -- Constrain Output with WHERE + -- Filter row on MIN(ds__day) + SELECT + MIN(ds__day) AS ds__day__complete + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_49 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_52 + ON + subq_50.ds__day = subq_52.ds__day__complete +) subq_56 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..447784aa01 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql @@ -0,0 +1,563 @@ +-- Compute Metrics via Expressions +SELECT + subq_19.metric_time__day + , CAST(subq_19.average_booking_value AS DOUBLE PRECISION) / CAST(NULLIF(subq_19.max_booking_value, 0) AS DOUBLE PRECISION) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day + , MAX(subq_13.average_booking_value) AS average_booking_value + , MAX(subq_18.max_booking_value) AS max_booking_value + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_12.metric_time__day + , subq_12.average_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_11.metric_time__day + , AVG(subq_11.average_booking_value) AS average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + SELECT + subq_10.metric_time__day + , subq_10.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 + WHERE booking__is_instant + ) subq_10 + ) subq_11 + GROUP BY + subq_11.metric_time__day + ) subq_12 + ) subq_13 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_17.metric_time__day + , subq_17.max_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_16.metric_time__day + , MAX(subq_16.max_booking_value) AS max_booking_value + FROM ( + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + SELECT + subq_15.metric_time__day + , subq_15.max_booking_value + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.ds_partitioned__day + , subq_14.ds_partitioned__week + , subq_14.ds_partitioned__month + , subq_14.ds_partitioned__quarter + , subq_14.ds_partitioned__year + , subq_14.ds_partitioned__extract_year + , subq_14.ds_partitioned__extract_quarter + , subq_14.ds_partitioned__extract_month + , subq_14.ds_partitioned__extract_day + , subq_14.ds_partitioned__extract_dow + , subq_14.ds_partitioned__extract_doy + , subq_14.paid_at__day + , subq_14.paid_at__week + , subq_14.paid_at__month + , subq_14.paid_at__quarter + , subq_14.paid_at__year + , subq_14.paid_at__extract_year + , subq_14.paid_at__extract_quarter + , subq_14.paid_at__extract_month + , subq_14.paid_at__extract_day + , subq_14.paid_at__extract_dow + , subq_14.paid_at__extract_doy + , subq_14.booking__ds__day + , subq_14.booking__ds__week + , subq_14.booking__ds__month + , subq_14.booking__ds__quarter + , subq_14.booking__ds__year + , subq_14.booking__ds__extract_year + , subq_14.booking__ds__extract_quarter + , subq_14.booking__ds__extract_month + , subq_14.booking__ds__extract_day + , subq_14.booking__ds__extract_dow + , subq_14.booking__ds__extract_doy + , subq_14.booking__ds_partitioned__day + , subq_14.booking__ds_partitioned__week + , subq_14.booking__ds_partitioned__month + , subq_14.booking__ds_partitioned__quarter + , subq_14.booking__ds_partitioned__year + , subq_14.booking__ds_partitioned__extract_year + , subq_14.booking__ds_partitioned__extract_quarter + , subq_14.booking__ds_partitioned__extract_month + , subq_14.booking__ds_partitioned__extract_day + , subq_14.booking__ds_partitioned__extract_dow + , subq_14.booking__ds_partitioned__extract_doy + , subq_14.booking__paid_at__day + , subq_14.booking__paid_at__week + , subq_14.booking__paid_at__month + , subq_14.booking__paid_at__quarter + , subq_14.booking__paid_at__year + , subq_14.booking__paid_at__extract_year + , subq_14.booking__paid_at__extract_quarter + , subq_14.booking__paid_at__extract_month + , subq_14.booking__paid_at__extract_day + , subq_14.booking__paid_at__extract_dow + , subq_14.booking__paid_at__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.listing + , subq_14.guest + , subq_14.host + , subq_14.booking__listing + , subq_14.booking__guest + , subq_14.booking__host + , subq_14.is_instant + , subq_14.booking__is_instant + , subq_14.bookings + , subq_14.instant_bookings + , subq_14.booking_value + , subq_14.max_booking_value + , subq_14.min_booking_value + , subq_14.bookers + , subq_14.average_booking_value + , subq_14.referred_bookings + , subq_14.median_booking_value + , subq_14.booking_value_p99 + , subq_14.discrete_booking_value_p99 + , subq_14.approximate_continuous_booking_value_p99 + , subq_14.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + GROUP BY + subq_16.metric_time__day + ) subq_17 + ) subq_18 + ON + subq_13.metric_time__day = subq_18.metric_time__day + GROUP BY + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) +) subq_19 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..8fd9bd5080 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,58 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__day + , CAST(average_booking_value AS DOUBLE PRECISION) / CAST(NULLIF(max_booking_value, 0) AS DOUBLE PRECISION) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day + , MAX(subq_27.average_booking_value) AS average_booking_value + , MAX(subq_32.max_booking_value) AS max_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + metric_time__day + , AVG(average_booking_value) AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + metric_time__day + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_21 + WHERE booking__is_instant + ) subq_23 + WHERE booking__is_instant + GROUP BY + metric_time__day + ) subq_27 + FULL OUTER JOIN ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , MAX(booking_value) AS max_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + GROUP BY + DATE_TRUNC('day', ds) + ) subq_32 + ON + subq_27.metric_time__day = subq_32.metric_time__day + GROUP BY + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) +) subq_33 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_single_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_single_categorical_dimension_pushdown__plan0.sql new file mode 100644 index 0000000000..3a611771e1 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_single_categorical_dimension_pushdown__plan0.sql @@ -0,0 +1,486 @@ +-- Compute Metrics via Expressions +SELECT + subq_17.listing__country_latest + , subq_17.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_16.listing__country_latest + , SUM(subq_16.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest'] + SELECT + subq_15.listing__country_latest + , subq_15.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_14.booking__is_instant + , subq_14.listing__country_latest + , subq_14.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] + SELECT + subq_13.booking__is_instant + , subq_13.listing__country_latest + , subq_13.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_9.listing AS listing + , subq_9.booking__is_instant AS booking__is_instant + , subq_12.country_latest AS listing__country_latest + , subq_9.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_8.listing + , subq_8.booking__is_instant + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['country_latest', 'listing'] + SELECT + subq_11.listing + , subq_11.country_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.created_at__day + , subq_10.created_at__week + , subq_10.created_at__month + , subq_10.created_at__quarter + , subq_10.created_at__year + , subq_10.created_at__extract_year + , subq_10.created_at__extract_quarter + , subq_10.created_at__extract_month + , subq_10.created_at__extract_day + , subq_10.created_at__extract_dow + , subq_10.created_at__extract_doy + , subq_10.listing__ds__day + , subq_10.listing__ds__week + , subq_10.listing__ds__month + , subq_10.listing__ds__quarter + , subq_10.listing__ds__year + , subq_10.listing__ds__extract_year + , subq_10.listing__ds__extract_quarter + , subq_10.listing__ds__extract_month + , subq_10.listing__ds__extract_day + , subq_10.listing__ds__extract_dow + , subq_10.listing__ds__extract_doy + , subq_10.listing__created_at__day + , subq_10.listing__created_at__week + , subq_10.listing__created_at__month + , subq_10.listing__created_at__quarter + , subq_10.listing__created_at__year + , subq_10.listing__created_at__extract_year + , subq_10.listing__created_at__extract_quarter + , subq_10.listing__created_at__extract_month + , subq_10.listing__created_at__extract_day + , subq_10.listing__created_at__extract_dow + , subq_10.listing__created_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.user + , subq_10.listing__user + , subq_10.country_latest + , subq_10.is_lux_latest + , subq_10.capacity_latest + , subq_10.listing__country_latest + , subq_10.listing__is_lux_latest + , subq_10.listing__capacity_latest + , subq_10.listings + , subq_10.largest_listing + , subq_10.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_10 + ) subq_11 + ) subq_12 + ON + subq_9.listing = subq_12.listing + ) subq_13 + ) subq_14 + WHERE booking__is_instant + ) subq_15 + ) subq_16 + GROUP BY + subq_16.listing__country_latest +) subq_17 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_single_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_single_categorical_dimension_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..b0a46663de --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_single_categorical_dimension_pushdown__plan0_optimized.sql @@ -0,0 +1,40 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'listing__country_latest'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + listing__country_latest + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] + SELECT + subq_21.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.country AS listing__country_latest + , subq_21.bookings AS bookings + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_19 + WHERE booking__is_instant + ) subq_21 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_21.listing = listings_latest_src_28000.listing_id +) subq_26 +WHERE booking__is_instant +GROUP BY + listing__country_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_skipped_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_skipped_pushdown__plan0.sql new file mode 100644 index 0000000000..2c072d5394 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_skipped_pushdown__plan0.sql @@ -0,0 +1,387 @@ +-- Compute Metrics via Expressions +SELECT + subq_10.listing__country_latest + , subq_10.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_9.listing__country_latest + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest'] + SELECT + subq_8.listing__country_latest + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.booking__is_instant + , subq_7.listing__country_latest + , subq_7.listing__is_lux_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant', 'listing__is_lux_latest'] + SELECT + subq_6.booking__is_instant + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.listing AS listing + , subq_2.booking__is_instant AS booking__is_instant + , subq_5.country_latest AS listing__country_latest + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_1.listing + , subq_1.booking__is_instant + , subq_1.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['country_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.country_latest + , subq_4.is_lux_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE booking__is_instant OR listing__is_lux_latest + ) subq_8 + ) subq_9 + GROUP BY + subq_9.listing__country_latest +) subq_10 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_skipped_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_skipped_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..be31b01767 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_skipped_pushdown__plan0_optimized.sql @@ -0,0 +1,33 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'listing__country_latest'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + listing__country_latest + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant', 'listing__is_lux_latest'] + SELECT + subq_13.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , subq_13.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_13.listing = listings_latest_src_28000.listing_id +) subq_18 +WHERE booking__is_instant OR listing__is_lux_latest +GROUP BY + listing__country_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_categorical_dimension_pushdown__plan0.sql new file mode 100644 index 0000000000..c3a78081ba --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_categorical_dimension_pushdown__plan0.sql @@ -0,0 +1,387 @@ +-- Compute Metrics via Expressions +SELECT + subq_10.booking__is_instant + , subq_10.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_9.booking__is_instant + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant'] + SELECT + subq_8.booking__is_instant + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.booking__is_instant + , subq_7.listing__is_lux_latest + , subq_7.listing__capacity_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + SELECT + subq_6.booking__is_instant + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.listing AS listing + , subq_2.booking__is_instant AS booking__is_instant + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_5.capacity_latest AS listing__capacity_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_1.listing + , subq_1.booking__is_instant + , subq_1.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['is_lux_latest', 'capacity_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.is_lux_latest + , subq_4.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 + ) subq_8 + ) subq_9 + GROUP BY + subq_9.booking__is_instant +) subq_10 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..98cc26bb70 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql @@ -0,0 +1,33 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'booking__is_instant'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + booking__is_instant + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + SELECT + subq_13.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_13.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_13.listing = listings_latest_src_28000.listing_id +) subq_18 +WHERE listing__is_lux_latest OR listing__capacity_latest > 4 +GROUP BY + booking__is_instant diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..f3103e613f --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql @@ -0,0 +1,651 @@ +-- Compute Metrics via Expressions +SELECT + CAST(subq_28.west_coast_balance_first_day AS DOUBLE) / CAST(NULLIF(subq_28.east_coast_balance_first_dat, 0) AS DOUBLE) AS regional_starting_balance_ratios +FROM ( + -- Combine Aggregated Outputs + SELECT + MAX(subq_13.west_coast_balance_first_day) AS west_coast_balance_first_day + , MAX(subq_27.east_coast_balance_first_dat) AS east_coast_balance_first_dat + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_12.total_account_balance_first_day AS west_coast_balance_first_day + FROM ( + -- Aggregate Measures + SELECT + SUM(subq_11.total_account_balance_first_day) AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day',] + SELECT + subq_10.total_account_balance_first_day + FROM ( + -- Join on MIN(ds) and [] grouping by None + SELECT + subq_7.ds__day AS ds__day + , subq_7.user__home_state_latest AS user__home_state_latest + , subq_7.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + subq_6.ds__day + , subq_6.user__home_state_latest + , subq_6.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_5.ds__day + , subq_5.user__home_state_latest + , subq_5.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_2.ds__day AS ds__day + , subq_2.user AS user + , subq_4.home_state_latest AS user__home_state_latest + , subq_2.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_1.ds__day + , subq_1.user + , subq_1.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.account__ds__day + , subq_0.account__ds__week + , subq_0.account__ds__month + , subq_0.account__ds__quarter + , subq_0.account__ds__year + , subq_0.account__ds__extract_year + , subq_0.account__ds__extract_quarter + , subq_0.account__ds__extract_month + , subq_0.account__ds__extract_day + , subq_0.account__ds__extract_dow + , subq_0.account__ds__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.user + , subq_0.account__user + , subq_0.account_type + , subq_0.account__account_type + , subq_0.account_balance + , subq_0.total_account_balance_first_day + , subq_0.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(dayofweekiso FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_3.user + , subq_3.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(dayofweekiso FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(dayofweekiso FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + ) subq_4 + ON + subq_2.user = subq_4.user + ) subq_5 + ) subq_6 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_7 + INNER JOIN ( + -- Filter row on MIN(ds__day) + SELECT + MIN(subq_8.ds__day) AS ds__day__complete + FROM ( + -- Constrain Output with WHERE + SELECT + subq_6.ds__day + , subq_6.user__home_state_latest + , subq_6.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_5.ds__day + , subq_5.user__home_state_latest + , subq_5.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_2.ds__day AS ds__day + , subq_2.user AS user + , subq_4.home_state_latest AS user__home_state_latest + , subq_2.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_1.ds__day + , subq_1.user + , subq_1.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.account__ds__day + , subq_0.account__ds__week + , subq_0.account__ds__month + , subq_0.account__ds__quarter + , subq_0.account__ds__year + , subq_0.account__ds__extract_year + , subq_0.account__ds__extract_quarter + , subq_0.account__ds__extract_month + , subq_0.account__ds__extract_day + , subq_0.account__ds__extract_dow + , subq_0.account__ds__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.user + , subq_0.account__user + , subq_0.account_type + , subq_0.account__account_type + , subq_0.account_balance + , subq_0.total_account_balance_first_day + , subq_0.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(dayofweekiso FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_3.user + , subq_3.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(dayofweekiso FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(dayofweekiso FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + ) subq_4 + ON + subq_2.user = subq_4.user + ) subq_5 + ) subq_6 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_8 + ) subq_9 + ON + subq_7.ds__day = subq_9.ds__day__complete + ) subq_10 + ) subq_11 + ) subq_12 + ) subq_13 + CROSS JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_26.total_account_balance_first_day AS east_coast_balance_first_dat + FROM ( + -- Aggregate Measures + SELECT + SUM(subq_25.total_account_balance_first_day) AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day',] + SELECT + subq_24.total_account_balance_first_day + FROM ( + -- Join on MIN(ds) and [] grouping by None + SELECT + subq_21.ds__day AS ds__day + , subq_21.user__home_state_latest AS user__home_state_latest + , subq_21.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + subq_20.ds__day + , subq_20.user__home_state_latest + , subq_20.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_19.ds__day + , subq_19.user__home_state_latest + , subq_19.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_16.ds__day AS ds__day + , subq_16.user AS user + , subq_18.home_state_latest AS user__home_state_latest + , subq_16.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_15.ds__day + , subq_15.user + , subq_15.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.account__ds__day + , subq_14.account__ds__week + , subq_14.account__ds__month + , subq_14.account__ds__quarter + , subq_14.account__ds__year + , subq_14.account__ds__extract_year + , subq_14.account__ds__extract_quarter + , subq_14.account__ds__extract_month + , subq_14.account__ds__extract_day + , subq_14.account__ds__extract_dow + , subq_14.account__ds__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.user + , subq_14.account__user + , subq_14.account_type + , subq_14.account__account_type + , subq_14.account_balance + , subq_14.total_account_balance_first_day + , subq_14.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(dayofweekiso FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_17.user + , subq_17.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(dayofweekiso FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(dayofweekiso FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_17 + ) subq_18 + ON + subq_16.user = subq_18.user + ) subq_19 + ) subq_20 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_21 + INNER JOIN ( + -- Filter row on MIN(ds__day) + SELECT + MIN(subq_22.ds__day) AS ds__day__complete + FROM ( + -- Constrain Output with WHERE + SELECT + subq_20.ds__day + , subq_20.user__home_state_latest + , subq_20.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_19.ds__day + , subq_19.user__home_state_latest + , subq_19.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_16.ds__day AS ds__day + , subq_16.user AS user + , subq_18.home_state_latest AS user__home_state_latest + , subq_16.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_15.ds__day + , subq_15.user + , subq_15.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.account__ds__day + , subq_14.account__ds__week + , subq_14.account__ds__month + , subq_14.account__ds__quarter + , subq_14.account__ds__year + , subq_14.account__ds__extract_year + , subq_14.account__ds__extract_quarter + , subq_14.account__ds__extract_month + , subq_14.account__ds__extract_day + , subq_14.account__ds__extract_dow + , subq_14.account__ds__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.user + , subq_14.account__user + , subq_14.account_type + , subq_14.account__account_type + , subq_14.account_balance + , subq_14.total_account_balance_first_day + , subq_14.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(dayofweekiso FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_17.user + , subq_17.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(dayofweekiso FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(dayofweekiso FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_17 + ) subq_18 + ON + subq_16.user = subq_18.user + ) subq_19 + ) subq_20 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_22 + ) subq_23 + ON + subq_21.ds__day = subq_23.ds__day__complete + ) subq_24 + ) subq_25 + ) subq_26 + ) subq_27 +) subq_28 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..44eac537d1 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,102 @@ +-- Combine Aggregated Outputs +-- Compute Metrics via Expressions +SELECT + CAST(MAX(subq_42.west_coast_balance_first_day) AS DOUBLE) / CAST(NULLIF(MAX(subq_56.east_coast_balance_first_dat), 0) AS DOUBLE) AS regional_starting_balance_ratios +FROM ( + -- Join on MIN(ds) and [] grouping by None + -- Pass Only Elements: ['total_account_balance_first_day',] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + SUM(subq_36.total_account_balance_first_day) AS west_coast_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + ds__day + , total_account_balance_first_day + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_35 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_36 + INNER JOIN ( + -- Constrain Output with WHERE + -- Filter row on MIN(ds__day) + SELECT + MIN(ds__day) AS ds__day__complete + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_35 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_38 + ON + subq_36.ds__day = subq_38.ds__day__complete +) subq_42 +CROSS JOIN ( + -- Join on MIN(ds) and [] grouping by None + -- Pass Only Elements: ['total_account_balance_first_day',] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + SUM(subq_50.total_account_balance_first_day) AS east_coast_balance_first_dat + FROM ( + -- Constrain Output with WHERE + SELECT + ds__day + , total_account_balance_first_day + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_49 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_50 + INNER JOIN ( + -- Constrain Output with WHERE + -- Filter row on MIN(ds__day) + SELECT + MIN(ds__day) AS ds__day__complete + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_49 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_52 + ON + subq_50.ds__day = subq_52.ds__day__complete +) subq_56 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..fac10af629 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql @@ -0,0 +1,563 @@ +-- Compute Metrics via Expressions +SELECT + subq_19.metric_time__day + , CAST(subq_19.average_booking_value AS DOUBLE) / CAST(NULLIF(subq_19.max_booking_value, 0) AS DOUBLE) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day + , MAX(subq_13.average_booking_value) AS average_booking_value + , MAX(subq_18.max_booking_value) AS max_booking_value + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_12.metric_time__day + , subq_12.average_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_11.metric_time__day + , AVG(subq_11.average_booking_value) AS average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + SELECT + subq_10.metric_time__day + , subq_10.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 + WHERE booking__is_instant + ) subq_10 + ) subq_11 + GROUP BY + subq_11.metric_time__day + ) subq_12 + ) subq_13 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_17.metric_time__day + , subq_17.max_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_16.metric_time__day + , MAX(subq_16.max_booking_value) AS max_booking_value + FROM ( + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + SELECT + subq_15.metric_time__day + , subq_15.max_booking_value + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.ds_partitioned__day + , subq_14.ds_partitioned__week + , subq_14.ds_partitioned__month + , subq_14.ds_partitioned__quarter + , subq_14.ds_partitioned__year + , subq_14.ds_partitioned__extract_year + , subq_14.ds_partitioned__extract_quarter + , subq_14.ds_partitioned__extract_month + , subq_14.ds_partitioned__extract_day + , subq_14.ds_partitioned__extract_dow + , subq_14.ds_partitioned__extract_doy + , subq_14.paid_at__day + , subq_14.paid_at__week + , subq_14.paid_at__month + , subq_14.paid_at__quarter + , subq_14.paid_at__year + , subq_14.paid_at__extract_year + , subq_14.paid_at__extract_quarter + , subq_14.paid_at__extract_month + , subq_14.paid_at__extract_day + , subq_14.paid_at__extract_dow + , subq_14.paid_at__extract_doy + , subq_14.booking__ds__day + , subq_14.booking__ds__week + , subq_14.booking__ds__month + , subq_14.booking__ds__quarter + , subq_14.booking__ds__year + , subq_14.booking__ds__extract_year + , subq_14.booking__ds__extract_quarter + , subq_14.booking__ds__extract_month + , subq_14.booking__ds__extract_day + , subq_14.booking__ds__extract_dow + , subq_14.booking__ds__extract_doy + , subq_14.booking__ds_partitioned__day + , subq_14.booking__ds_partitioned__week + , subq_14.booking__ds_partitioned__month + , subq_14.booking__ds_partitioned__quarter + , subq_14.booking__ds_partitioned__year + , subq_14.booking__ds_partitioned__extract_year + , subq_14.booking__ds_partitioned__extract_quarter + , subq_14.booking__ds_partitioned__extract_month + , subq_14.booking__ds_partitioned__extract_day + , subq_14.booking__ds_partitioned__extract_dow + , subq_14.booking__ds_partitioned__extract_doy + , subq_14.booking__paid_at__day + , subq_14.booking__paid_at__week + , subq_14.booking__paid_at__month + , subq_14.booking__paid_at__quarter + , subq_14.booking__paid_at__year + , subq_14.booking__paid_at__extract_year + , subq_14.booking__paid_at__extract_quarter + , subq_14.booking__paid_at__extract_month + , subq_14.booking__paid_at__extract_day + , subq_14.booking__paid_at__extract_dow + , subq_14.booking__paid_at__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.listing + , subq_14.guest + , subq_14.host + , subq_14.booking__listing + , subq_14.booking__guest + , subq_14.booking__host + , subq_14.is_instant + , subq_14.booking__is_instant + , subq_14.bookings + , subq_14.instant_bookings + , subq_14.booking_value + , subq_14.max_booking_value + , subq_14.min_booking_value + , subq_14.bookers + , subq_14.average_booking_value + , subq_14.referred_bookings + , subq_14.median_booking_value + , subq_14.booking_value_p99 + , subq_14.discrete_booking_value_p99 + , subq_14.approximate_continuous_booking_value_p99 + , subq_14.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + GROUP BY + subq_16.metric_time__day + ) subq_17 + ) subq_18 + ON + subq_13.metric_time__day = subq_18.metric_time__day + GROUP BY + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) +) subq_19 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..111a82caa8 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,58 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__day + , CAST(average_booking_value AS DOUBLE) / CAST(NULLIF(max_booking_value, 0) AS DOUBLE) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day + , MAX(subq_27.average_booking_value) AS average_booking_value + , MAX(subq_32.max_booking_value) AS max_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + metric_time__day + , AVG(average_booking_value) AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + metric_time__day + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_21 + WHERE booking__is_instant + ) subq_23 + WHERE booking__is_instant + GROUP BY + metric_time__day + ) subq_27 + FULL OUTER JOIN ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , MAX(booking_value) AS max_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + GROUP BY + DATE_TRUNC('day', ds) + ) subq_32 + ON + subq_27.metric_time__day = subq_32.metric_time__day + GROUP BY + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) +) subq_33 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_single_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_single_categorical_dimension_pushdown__plan0.sql new file mode 100644 index 0000000000..0b87608c26 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_single_categorical_dimension_pushdown__plan0.sql @@ -0,0 +1,486 @@ +-- Compute Metrics via Expressions +SELECT + subq_17.listing__country_latest + , subq_17.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_16.listing__country_latest + , SUM(subq_16.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest'] + SELECT + subq_15.listing__country_latest + , subq_15.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_14.booking__is_instant + , subq_14.listing__country_latest + , subq_14.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] + SELECT + subq_13.booking__is_instant + , subq_13.listing__country_latest + , subq_13.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_9.listing AS listing + , subq_9.booking__is_instant AS booking__is_instant + , subq_12.country_latest AS listing__country_latest + , subq_9.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_8.listing + , subq_8.booking__is_instant + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['country_latest', 'listing'] + SELECT + subq_11.listing + , subq_11.country_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.created_at__day + , subq_10.created_at__week + , subq_10.created_at__month + , subq_10.created_at__quarter + , subq_10.created_at__year + , subq_10.created_at__extract_year + , subq_10.created_at__extract_quarter + , subq_10.created_at__extract_month + , subq_10.created_at__extract_day + , subq_10.created_at__extract_dow + , subq_10.created_at__extract_doy + , subq_10.listing__ds__day + , subq_10.listing__ds__week + , subq_10.listing__ds__month + , subq_10.listing__ds__quarter + , subq_10.listing__ds__year + , subq_10.listing__ds__extract_year + , subq_10.listing__ds__extract_quarter + , subq_10.listing__ds__extract_month + , subq_10.listing__ds__extract_day + , subq_10.listing__ds__extract_dow + , subq_10.listing__ds__extract_doy + , subq_10.listing__created_at__day + , subq_10.listing__created_at__week + , subq_10.listing__created_at__month + , subq_10.listing__created_at__quarter + , subq_10.listing__created_at__year + , subq_10.listing__created_at__extract_year + , subq_10.listing__created_at__extract_quarter + , subq_10.listing__created_at__extract_month + , subq_10.listing__created_at__extract_day + , subq_10.listing__created_at__extract_dow + , subq_10.listing__created_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.user + , subq_10.listing__user + , subq_10.country_latest + , subq_10.is_lux_latest + , subq_10.capacity_latest + , subq_10.listing__country_latest + , subq_10.listing__is_lux_latest + , subq_10.listing__capacity_latest + , subq_10.listings + , subq_10.largest_listing + , subq_10.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_10 + ) subq_11 + ) subq_12 + ON + subq_9.listing = subq_12.listing + ) subq_13 + ) subq_14 + WHERE booking__is_instant + ) subq_15 + ) subq_16 + GROUP BY + subq_16.listing__country_latest +) subq_17 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_single_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_single_categorical_dimension_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..b0a46663de --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_single_categorical_dimension_pushdown__plan0_optimized.sql @@ -0,0 +1,40 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'listing__country_latest'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + listing__country_latest + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] + SELECT + subq_21.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.country AS listing__country_latest + , subq_21.bookings AS bookings + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_19 + WHERE booking__is_instant + ) subq_21 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_21.listing = listings_latest_src_28000.listing_id +) subq_26 +WHERE booking__is_instant +GROUP BY + listing__country_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_skipped_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_skipped_pushdown__plan0.sql new file mode 100644 index 0000000000..00cabc8f0d --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_skipped_pushdown__plan0.sql @@ -0,0 +1,387 @@ +-- Compute Metrics via Expressions +SELECT + subq_10.listing__country_latest + , subq_10.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_9.listing__country_latest + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest'] + SELECT + subq_8.listing__country_latest + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.booking__is_instant + , subq_7.listing__country_latest + , subq_7.listing__is_lux_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant', 'listing__is_lux_latest'] + SELECT + subq_6.booking__is_instant + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.listing AS listing + , subq_2.booking__is_instant AS booking__is_instant + , subq_5.country_latest AS listing__country_latest + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_1.listing + , subq_1.booking__is_instant + , subq_1.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['country_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.country_latest + , subq_4.is_lux_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE booking__is_instant OR listing__is_lux_latest + ) subq_8 + ) subq_9 + GROUP BY + subq_9.listing__country_latest +) subq_10 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_skipped_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_skipped_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..be31b01767 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_skipped_pushdown__plan0_optimized.sql @@ -0,0 +1,33 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'listing__country_latest'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + listing__country_latest + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant', 'listing__is_lux_latest'] + SELECT + subq_13.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , subq_13.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_13.listing = listings_latest_src_28000.listing_id +) subq_18 +WHERE booking__is_instant OR listing__is_lux_latest +GROUP BY + listing__country_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_categorical_dimension_pushdown__plan0.sql new file mode 100644 index 0000000000..02f3269db7 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_categorical_dimension_pushdown__plan0.sql @@ -0,0 +1,387 @@ +-- Compute Metrics via Expressions +SELECT + subq_10.booking__is_instant + , subq_10.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_9.booking__is_instant + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant'] + SELECT + subq_8.booking__is_instant + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.booking__is_instant + , subq_7.listing__is_lux_latest + , subq_7.listing__capacity_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + SELECT + subq_6.booking__is_instant + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.listing AS listing + , subq_2.booking__is_instant AS booking__is_instant + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_5.capacity_latest AS listing__capacity_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_1.listing + , subq_1.booking__is_instant + , subq_1.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['is_lux_latest', 'capacity_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.is_lux_latest + , subq_4.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 + ) subq_8 + ) subq_9 + GROUP BY + subq_9.booking__is_instant +) subq_10 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..98cc26bb70 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql @@ -0,0 +1,33 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'booking__is_instant'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + booking__is_instant + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + SELECT + subq_13.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_13.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_13.listing = listings_latest_src_28000.listing_id +) subq_18 +WHERE listing__is_lux_latest OR listing__capacity_latest > 4 +GROUP BY + booking__is_instant diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..0dee0eb985 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0.sql @@ -0,0 +1,651 @@ +-- Compute Metrics via Expressions +SELECT + CAST(subq_28.west_coast_balance_first_day AS DOUBLE) / CAST(NULLIF(subq_28.east_coast_balance_first_dat, 0) AS DOUBLE) AS regional_starting_balance_ratios +FROM ( + -- Combine Aggregated Outputs + SELECT + MAX(subq_13.west_coast_balance_first_day) AS west_coast_balance_first_day + , MAX(subq_27.east_coast_balance_first_dat) AS east_coast_balance_first_dat + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_12.total_account_balance_first_day AS west_coast_balance_first_day + FROM ( + -- Aggregate Measures + SELECT + SUM(subq_11.total_account_balance_first_day) AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day',] + SELECT + subq_10.total_account_balance_first_day + FROM ( + -- Join on MIN(ds) and [] grouping by None + SELECT + subq_7.ds__day AS ds__day + , subq_7.user__home_state_latest AS user__home_state_latest + , subq_7.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + subq_6.ds__day + , subq_6.user__home_state_latest + , subq_6.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_5.ds__day + , subq_5.user__home_state_latest + , subq_5.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_2.ds__day AS ds__day + , subq_2.user AS user + , subq_4.home_state_latest AS user__home_state_latest + , subq_2.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_1.ds__day + , subq_1.user + , subq_1.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.account__ds__day + , subq_0.account__ds__week + , subq_0.account__ds__month + , subq_0.account__ds__quarter + , subq_0.account__ds__year + , subq_0.account__ds__extract_year + , subq_0.account__ds__extract_quarter + , subq_0.account__ds__extract_month + , subq_0.account__ds__extract_day + , subq_0.account__ds__extract_dow + , subq_0.account__ds__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.user + , subq_0.account__user + , subq_0.account_type + , subq_0.account__account_type + , subq_0.account_balance + , subq_0.total_account_balance_first_day + , subq_0.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_3.user + , subq_3.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(DAY_OF_WEEK FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(DAY_OF_WEEK FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + ) subq_4 + ON + subq_2.user = subq_4.user + ) subq_5 + ) subq_6 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_7 + INNER JOIN ( + -- Filter row on MIN(ds__day) + SELECT + MIN(subq_8.ds__day) AS ds__day__complete + FROM ( + -- Constrain Output with WHERE + SELECT + subq_6.ds__day + , subq_6.user__home_state_latest + , subq_6.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_5.ds__day + , subq_5.user__home_state_latest + , subq_5.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_2.ds__day AS ds__day + , subq_2.user AS user + , subq_4.home_state_latest AS user__home_state_latest + , subq_2.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_1.ds__day + , subq_1.user + , subq_1.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.account__ds__day + , subq_0.account__ds__week + , subq_0.account__ds__month + , subq_0.account__ds__quarter + , subq_0.account__ds__year + , subq_0.account__ds__extract_year + , subq_0.account__ds__extract_quarter + , subq_0.account__ds__extract_month + , subq_0.account__ds__extract_day + , subq_0.account__ds__extract_dow + , subq_0.account__ds__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.user + , subq_0.account__user + , subq_0.account_type + , subq_0.account__account_type + , subq_0.account_balance + , subq_0.total_account_balance_first_day + , subq_0.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_3.user + , subq_3.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(DAY_OF_WEEK FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(DAY_OF_WEEK FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_3 + ) subq_4 + ON + subq_2.user = subq_4.user + ) subq_5 + ) subq_6 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_8 + ) subq_9 + ON + subq_7.ds__day = subq_9.ds__day__complete + ) subq_10 + ) subq_11 + ) subq_12 + ) subq_13 + CROSS JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_26.total_account_balance_first_day AS east_coast_balance_first_dat + FROM ( + -- Aggregate Measures + SELECT + SUM(subq_25.total_account_balance_first_day) AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day',] + SELECT + subq_24.total_account_balance_first_day + FROM ( + -- Join on MIN(ds) and [] grouping by None + SELECT + subq_21.ds__day AS ds__day + , subq_21.user__home_state_latest AS user__home_state_latest + , subq_21.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + subq_20.ds__day + , subq_20.user__home_state_latest + , subq_20.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_19.ds__day + , subq_19.user__home_state_latest + , subq_19.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_16.ds__day AS ds__day + , subq_16.user AS user + , subq_18.home_state_latest AS user__home_state_latest + , subq_16.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_15.ds__day + , subq_15.user + , subq_15.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.account__ds__day + , subq_14.account__ds__week + , subq_14.account__ds__month + , subq_14.account__ds__quarter + , subq_14.account__ds__year + , subq_14.account__ds__extract_year + , subq_14.account__ds__extract_quarter + , subq_14.account__ds__extract_month + , subq_14.account__ds__extract_day + , subq_14.account__ds__extract_dow + , subq_14.account__ds__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.user + , subq_14.account__user + , subq_14.account_type + , subq_14.account__account_type + , subq_14.account_balance + , subq_14.total_account_balance_first_day + , subq_14.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_17.user + , subq_17.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(DAY_OF_WEEK FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(DAY_OF_WEEK FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_17 + ) subq_18 + ON + subq_16.user = subq_18.user + ) subq_19 + ) subq_20 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_21 + INNER JOIN ( + -- Filter row on MIN(ds__day) + SELECT + MIN(subq_22.ds__day) AS ds__day__complete + FROM ( + -- Constrain Output with WHERE + SELECT + subq_20.ds__day + , subq_20.user__home_state_latest + , subq_20.total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + subq_19.ds__day + , subq_19.user__home_state_latest + , subq_19.total_account_balance_first_day + FROM ( + -- Join Standard Outputs + SELECT + subq_16.ds__day AS ds__day + , subq_16.user AS user + , subq_18.home_state_latest AS user__home_state_latest + , subq_16.total_account_balance_first_day AS total_account_balance_first_day + FROM ( + -- Pass Only Elements: ['total_account_balance_first_day', 'ds__day', 'user'] + SELECT + subq_15.ds__day + , subq_15.user + , subq_15.total_account_balance_first_day + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.account__ds__day + , subq_14.account__ds__week + , subq_14.account__ds__month + , subq_14.account__ds__quarter + , subq_14.account__ds__year + , subq_14.account__ds__extract_year + , subq_14.account__ds__extract_quarter + , subq_14.account__ds__extract_month + , subq_14.account__ds__extract_day + , subq_14.account__ds__extract_dow + , subq_14.account__ds__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.user + , subq_14.account__user + , subq_14.account_type + , subq_14.account__account_type + , subq_14.account_balance + , subq_14.total_account_balance_first_day + , subq_14.current_account_balance_by_user + FROM ( + -- Read Elements From Semantic Model 'accounts_source' + SELECT + accounts_source_src_28000.account_balance + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + , accounts_source_src_28000.account_balance AS current_account_balance_by_user + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM accounts_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS ds__extract_doy + , accounts_source_src_28000.account_type + , DATE_TRUNC('day', accounts_source_src_28000.ds) AS account__ds__day + , DATE_TRUNC('week', accounts_source_src_28000.ds) AS account__ds__week + , DATE_TRUNC('month', accounts_source_src_28000.ds) AS account__ds__month + , DATE_TRUNC('quarter', accounts_source_src_28000.ds) AS account__ds__quarter + , DATE_TRUNC('year', accounts_source_src_28000.ds) AS account__ds__year + , EXTRACT(year FROM accounts_source_src_28000.ds) AS account__ds__extract_year + , EXTRACT(quarter FROM accounts_source_src_28000.ds) AS account__ds__extract_quarter + , EXTRACT(month FROM accounts_source_src_28000.ds) AS account__ds__extract_month + , EXTRACT(day FROM accounts_source_src_28000.ds) AS account__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM accounts_source_src_28000.ds) AS account__ds__extract_dow + , EXTRACT(doy FROM accounts_source_src_28000.ds) AS account__ds__extract_doy + , accounts_source_src_28000.account_type AS account__account_type + , accounts_source_src_28000.user_id AS user + , accounts_source_src_28000.user_id AS account__user + FROM ***************************.fct_accounts accounts_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_17.user + , subq_17.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(DAY_OF_WEEK FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(DAY_OF_WEEK FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_17 + ) subq_18 + ON + subq_16.user = subq_18.user + ) subq_19 + ) subq_20 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_22 + ) subq_23 + ON + subq_21.ds__day = subq_23.ds__day__complete + ) subq_24 + ) subq_25 + ) subq_26 + ) subq_27 +) subq_28 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..44eac537d1 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_different_filters_on_same_joined_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,102 @@ +-- Combine Aggregated Outputs +-- Compute Metrics via Expressions +SELECT + CAST(MAX(subq_42.west_coast_balance_first_day) AS DOUBLE) / CAST(NULLIF(MAX(subq_56.east_coast_balance_first_dat), 0) AS DOUBLE) AS regional_starting_balance_ratios +FROM ( + -- Join on MIN(ds) and [] grouping by None + -- Pass Only Elements: ['total_account_balance_first_day',] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + SUM(subq_36.total_account_balance_first_day) AS west_coast_balance_first_day + FROM ( + -- Constrain Output with WHERE + SELECT + ds__day + , total_account_balance_first_day + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_35 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_36 + INNER JOIN ( + -- Constrain Output with WHERE + -- Filter row on MIN(ds__day) + SELECT + MIN(ds__day) AS ds__day__complete + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_35 + WHERE user__home_state_latest IN ('CA', 'HI', 'WA') + ) subq_38 + ON + subq_36.ds__day = subq_38.ds__day__complete +) subq_42 +CROSS JOIN ( + -- Join on MIN(ds) and [] grouping by None + -- Pass Only Elements: ['total_account_balance_first_day',] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + SUM(subq_50.total_account_balance_first_day) AS east_coast_balance_first_dat + FROM ( + -- Constrain Output with WHERE + SELECT + ds__day + , total_account_balance_first_day + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , accounts_source_src_28000.account_balance AS total_account_balance_first_day + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_49 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_50 + INNER JOIN ( + -- Constrain Output with WHERE + -- Filter row on MIN(ds__day) + SELECT + MIN(ds__day) AS ds__day__complete + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['total_account_balance_first_day', 'user__home_state_latest', 'ds__day'] + SELECT + DATE_TRUNC('day', accounts_source_src_28000.ds) AS ds__day + , users_latest_src_28000.home_state_latest AS user__home_state_latest + FROM ***************************.fct_accounts accounts_source_src_28000 + LEFT OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 + ON + accounts_source_src_28000.user_id = users_latest_src_28000.user_id + ) subq_49 + WHERE user__home_state_latest IN ('MD', 'NY', 'TX') + ) subq_52 + ON + subq_50.ds__day = subq_52.ds__day__complete +) subq_56 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..ce5e6dddef --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql @@ -0,0 +1,563 @@ +-- Compute Metrics via Expressions +SELECT + subq_19.metric_time__day + , CAST(subq_19.average_booking_value AS DOUBLE) / CAST(NULLIF(subq_19.max_booking_value, 0) AS DOUBLE) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day + , MAX(subq_13.average_booking_value) AS average_booking_value + , MAX(subq_18.max_booking_value) AS max_booking_value + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_12.metric_time__day + , subq_12.average_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_11.metric_time__day + , AVG(subq_11.average_booking_value) AS average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + SELECT + subq_10.metric_time__day + , subq_10.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 + WHERE booking__is_instant + ) subq_10 + ) subq_11 + GROUP BY + subq_11.metric_time__day + ) subq_12 + ) subq_13 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_17.metric_time__day + , subq_17.max_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_16.metric_time__day + , MAX(subq_16.max_booking_value) AS max_booking_value + FROM ( + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + SELECT + subq_15.metric_time__day + , subq_15.max_booking_value + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.ds_partitioned__day + , subq_14.ds_partitioned__week + , subq_14.ds_partitioned__month + , subq_14.ds_partitioned__quarter + , subq_14.ds_partitioned__year + , subq_14.ds_partitioned__extract_year + , subq_14.ds_partitioned__extract_quarter + , subq_14.ds_partitioned__extract_month + , subq_14.ds_partitioned__extract_day + , subq_14.ds_partitioned__extract_dow + , subq_14.ds_partitioned__extract_doy + , subq_14.paid_at__day + , subq_14.paid_at__week + , subq_14.paid_at__month + , subq_14.paid_at__quarter + , subq_14.paid_at__year + , subq_14.paid_at__extract_year + , subq_14.paid_at__extract_quarter + , subq_14.paid_at__extract_month + , subq_14.paid_at__extract_day + , subq_14.paid_at__extract_dow + , subq_14.paid_at__extract_doy + , subq_14.booking__ds__day + , subq_14.booking__ds__week + , subq_14.booking__ds__month + , subq_14.booking__ds__quarter + , subq_14.booking__ds__year + , subq_14.booking__ds__extract_year + , subq_14.booking__ds__extract_quarter + , subq_14.booking__ds__extract_month + , subq_14.booking__ds__extract_day + , subq_14.booking__ds__extract_dow + , subq_14.booking__ds__extract_doy + , subq_14.booking__ds_partitioned__day + , subq_14.booking__ds_partitioned__week + , subq_14.booking__ds_partitioned__month + , subq_14.booking__ds_partitioned__quarter + , subq_14.booking__ds_partitioned__year + , subq_14.booking__ds_partitioned__extract_year + , subq_14.booking__ds_partitioned__extract_quarter + , subq_14.booking__ds_partitioned__extract_month + , subq_14.booking__ds_partitioned__extract_day + , subq_14.booking__ds_partitioned__extract_dow + , subq_14.booking__ds_partitioned__extract_doy + , subq_14.booking__paid_at__day + , subq_14.booking__paid_at__week + , subq_14.booking__paid_at__month + , subq_14.booking__paid_at__quarter + , subq_14.booking__paid_at__year + , subq_14.booking__paid_at__extract_year + , subq_14.booking__paid_at__extract_quarter + , subq_14.booking__paid_at__extract_month + , subq_14.booking__paid_at__extract_day + , subq_14.booking__paid_at__extract_dow + , subq_14.booking__paid_at__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.listing + , subq_14.guest + , subq_14.host + , subq_14.booking__listing + , subq_14.booking__guest + , subq_14.booking__host + , subq_14.is_instant + , subq_14.booking__is_instant + , subq_14.bookings + , subq_14.instant_bookings + , subq_14.booking_value + , subq_14.max_booking_value + , subq_14.min_booking_value + , subq_14.bookers + , subq_14.average_booking_value + , subq_14.referred_bookings + , subq_14.median_booking_value + , subq_14.booking_value_p99 + , subq_14.discrete_booking_value_p99 + , subq_14.approximate_continuous_booking_value_p99 + , subq_14.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_14 + ) subq_15 + ) subq_16 + GROUP BY + subq_16.metric_time__day + ) subq_17 + ) subq_18 + ON + subq_13.metric_time__day = subq_18.metric_time__day + GROUP BY + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) +) subq_19 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..111a82caa8 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,58 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__day + , CAST(average_booking_value AS DOUBLE) / CAST(NULLIF(max_booking_value, 0) AS DOUBLE) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day + , MAX(subq_27.average_booking_value) AS average_booking_value + , MAX(subq_32.max_booking_value) AS max_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + metric_time__day + , AVG(average_booking_value) AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + metric_time__day + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_21 + WHERE booking__is_instant + ) subq_23 + WHERE booking__is_instant + GROUP BY + metric_time__day + ) subq_27 + FULL OUTER JOIN ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , MAX(booking_value) AS max_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + GROUP BY + DATE_TRUNC('day', ds) + ) subq_32 + ON + subq_27.metric_time__day = subq_32.metric_time__day + GROUP BY + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) +) subq_33 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_single_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_single_categorical_dimension_pushdown__plan0.sql new file mode 100644 index 0000000000..1a9c203c63 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_single_categorical_dimension_pushdown__plan0.sql @@ -0,0 +1,486 @@ +-- Compute Metrics via Expressions +SELECT + subq_17.listing__country_latest + , subq_17.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_16.listing__country_latest + , SUM(subq_16.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest'] + SELECT + subq_15.listing__country_latest + , subq_15.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_14.booking__is_instant + , subq_14.listing__country_latest + , subq_14.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] + SELECT + subq_13.booking__is_instant + , subq_13.listing__country_latest + , subq_13.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_9.listing AS listing + , subq_9.booking__is_instant AS booking__is_instant + , subq_12.country_latest AS listing__country_latest + , subq_9.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_8.listing + , subq_8.booking__is_instant + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['country_latest', 'listing'] + SELECT + subq_11.listing + , subq_11.country_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.created_at__day + , subq_10.created_at__week + , subq_10.created_at__month + , subq_10.created_at__quarter + , subq_10.created_at__year + , subq_10.created_at__extract_year + , subq_10.created_at__extract_quarter + , subq_10.created_at__extract_month + , subq_10.created_at__extract_day + , subq_10.created_at__extract_dow + , subq_10.created_at__extract_doy + , subq_10.listing__ds__day + , subq_10.listing__ds__week + , subq_10.listing__ds__month + , subq_10.listing__ds__quarter + , subq_10.listing__ds__year + , subq_10.listing__ds__extract_year + , subq_10.listing__ds__extract_quarter + , subq_10.listing__ds__extract_month + , subq_10.listing__ds__extract_day + , subq_10.listing__ds__extract_dow + , subq_10.listing__ds__extract_doy + , subq_10.listing__created_at__day + , subq_10.listing__created_at__week + , subq_10.listing__created_at__month + , subq_10.listing__created_at__quarter + , subq_10.listing__created_at__year + , subq_10.listing__created_at__extract_year + , subq_10.listing__created_at__extract_quarter + , subq_10.listing__created_at__extract_month + , subq_10.listing__created_at__extract_day + , subq_10.listing__created_at__extract_dow + , subq_10.listing__created_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.user + , subq_10.listing__user + , subq_10.country_latest + , subq_10.is_lux_latest + , subq_10.capacity_latest + , subq_10.listing__country_latest + , subq_10.listing__is_lux_latest + , subq_10.listing__capacity_latest + , subq_10.listings + , subq_10.largest_listing + , subq_10.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_10 + ) subq_11 + ) subq_12 + ON + subq_9.listing = subq_12.listing + ) subq_13 + ) subq_14 + WHERE booking__is_instant + ) subq_15 + ) subq_16 + GROUP BY + subq_16.listing__country_latest +) subq_17 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_single_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_single_categorical_dimension_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..b0a46663de --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_single_categorical_dimension_pushdown__plan0_optimized.sql @@ -0,0 +1,40 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'listing__country_latest'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + listing__country_latest + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] + SELECT + subq_21.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.country AS listing__country_latest + , subq_21.bookings AS bookings + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_19 + WHERE booking__is_instant + ) subq_21 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_21.listing = listings_latest_src_28000.listing_id +) subq_26 +WHERE booking__is_instant +GROUP BY + listing__country_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_skipped_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_skipped_pushdown__plan0.sql new file mode 100644 index 0000000000..02b7d9119b --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_skipped_pushdown__plan0.sql @@ -0,0 +1,387 @@ +-- Compute Metrics via Expressions +SELECT + subq_10.listing__country_latest + , subq_10.bookings +FROM ( + -- Aggregate Measures + SELECT + subq_9.listing__country_latest + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest'] + SELECT + subq_8.listing__country_latest + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.booking__is_instant + , subq_7.listing__country_latest + , subq_7.listing__is_lux_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant', 'listing__is_lux_latest'] + SELECT + subq_6.booking__is_instant + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.listing AS listing + , subq_2.booking__is_instant AS booking__is_instant + , subq_5.country_latest AS listing__country_latest + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + subq_1.listing + , subq_1.booking__is_instant + , subq_1.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__extract_doy + , subq_0.ds__day AS metric_time__day + , subq_0.ds__week AS metric_time__week + , subq_0.ds__month AS metric_time__month + , subq_0.ds__quarter AS metric_time__quarter + , subq_0.ds__year AS metric_time__year + , subq_0.ds__extract_year AS metric_time__extract_year + , subq_0.ds__extract_quarter AS metric_time__extract_quarter + , subq_0.ds__extract_month AS metric_time__extract_month + , subq_0.ds__extract_day AS metric_time__extract_day + , subq_0.ds__extract_dow AS metric_time__extract_dow + , subq_0.ds__extract_doy AS metric_time__extract_doy + , subq_0.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['country_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.country_latest + , subq_4.is_lux_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE booking__is_instant OR listing__is_lux_latest + ) subq_8 + ) subq_9 + GROUP BY + subq_9.listing__country_latest +) subq_10 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_skipped_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_skipped_pushdown__plan0_optimized.sql new file mode 100644 index 0000000000..be31b01767 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_skipped_pushdown__plan0_optimized.sql @@ -0,0 +1,33 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['bookings', 'listing__country_latest'] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + listing__country_latest + , SUM(bookings) AS bookings +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant', 'listing__is_lux_latest'] + SELECT + subq_13.booking__is_instant AS booking__is_instant + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , subq_13.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + SELECT + listing_id AS listing + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_13.listing = listings_latest_src_28000.listing_id +) subq_18 +WHERE booking__is_instant OR listing__is_lux_latest +GROUP BY + listing__country_latest diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_distinct_values__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_distinct_values__plan0.sql index d6107b7b08..24ab1fcf25 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_distinct_values__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_distinct_values__plan0.sql @@ -1,134 +1,195 @@ -- Order By ['listing__country_latest'] Limit 100 SELECT - subq_2.listing__country_latest + subq_5.listing__country_latest FROM ( -- Pass Only Elements: ['listing__country_latest',] SELECT - subq_1.listing__country_latest + subq_4.listing__country_latest FROM ( -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.created_at__day - , subq_0.created_at__week - , subq_0.created_at__month - , subq_0.created_at__quarter - , subq_0.created_at__year - , subq_0.created_at__extract_year - , subq_0.created_at__extract_quarter - , subq_0.created_at__extract_month - , subq_0.created_at__extract_day - , subq_0.created_at__extract_dow - , subq_0.created_at__extract_doy - , subq_0.listing__ds__day - , subq_0.listing__ds__week - , subq_0.listing__ds__month - , subq_0.listing__ds__quarter - , subq_0.listing__ds__year - , subq_0.listing__ds__extract_year - , subq_0.listing__ds__extract_quarter - , subq_0.listing__ds__extract_month - , subq_0.listing__ds__extract_day - , subq_0.listing__ds__extract_dow - , subq_0.listing__ds__extract_doy - , subq_0.listing__created_at__day - , subq_0.listing__created_at__week - , subq_0.listing__created_at__month - , subq_0.listing__created_at__quarter - , subq_0.listing__created_at__year - , subq_0.listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month - , subq_0.listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy - , subq_0.listing - , subq_0.user - , subq_0.listing__user - , subq_0.country_latest - , subq_0.is_lux_latest - , subq_0.capacity_latest - , subq_0.listing__country_latest - , subq_0.listing__is_lux_latest - , subq_0.listing__capacity_latest - , subq_0.listings - , subq_0.largest_listing - , subq_0.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS ds__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS ds__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS ds__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS ds__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS ds__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS created_at__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS created_at__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS created_at__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS created_at__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS created_at__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__ds__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__ds__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__ds__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__ds__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__ds__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__created_at__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__created_at__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__created_at__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__created_at__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__created_at__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 + WHERE listing__country_latest = 'us' + ) subq_3 WHERE listing__country_latest = 'us' - ) subq_1 + ) subq_4 GROUP BY listing__country_latest -) subq_2 -ORDER BY subq_2.listing__country_latest DESC +) subq_5 +ORDER BY subq_5.listing__country_latest DESC LIMIT 100 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_distinct_values__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_distinct_values__plan0_optimized.sql index 1653ada5bd..76e6591b6c 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_distinct_values__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_distinct_values__plan0_optimized.sql @@ -4,11 +4,17 @@ SELECT listing__country_latest FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - country AS listing__country_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 -) subq_3 + listing__country_latest + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + country AS listing__country_latest + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_6 + WHERE listing__country_latest = 'us' +) subq_7 WHERE listing__country_latest = 'us' GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_reused_measure__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_reused_measure__plan0.sql index 813a04508b..81a93b70d6 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_reused_measure__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_reused_measure__plan0.sql @@ -1,359 +1,462 @@ -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , CAST(subq_12.booking_value_with_is_instant_constraint AS FLOAT64) / CAST(NULLIF(subq_12.booking_value, 0) AS FLOAT64) AS instant_booking_value_ratio + subq_19.metric_time__day + , CAST(subq_19.booking_value_with_is_instant_constraint AS FLOAT64) / CAST(NULLIF(subq_19.booking_value, 0) AS FLOAT64) AS instant_booking_value_ratio FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_6.metric_time__day, subq_11.metric_time__day) AS metric_time__day - , MAX(subq_6.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_11.booking_value) AS booking_value + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day + , MAX(subq_13.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_18.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_5.metric_time__day - , subq_5.booking_value AS booking_value_with_is_instant_constraint + subq_12.metric_time__day + , subq_12.booking_value AS booking_value_with_is_instant_constraint FROM ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.booking_value) AS booking_value + subq_11.metric_time__day + , SUM(subq_11.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.booking_value + subq_10.metric_time__day + , subq_10.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.booking_value + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.booking_value + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day - , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week - , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month - , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day - , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week - , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month - , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY metric_time__day - ) subq_5 - ) subq_6 + ) subq_12 + ) subq_13 FULL OUTER JOIN ( -- Compute Metrics via Expressions SELECT - subq_10.metric_time__day - , subq_10.booking_value + subq_17.metric_time__day + , subq_17.booking_value FROM ( -- Aggregate Measures SELECT - subq_9.metric_time__day - , SUM(subq_9.booking_value) AS booking_value + subq_16.metric_time__day + , SUM(subq_16.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking_value + subq_15.metric_time__day + , subq_15.booking_value FROM ( -- Metric Time Dimension 'ds' SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.ds__day AS metric_time__day - , subq_7.ds__week AS metric_time__week - , subq_7.ds__month AS metric_time__month - , subq_7.ds__quarter AS metric_time__quarter - , subq_7.ds__year AS metric_time__year - , subq_7.ds__extract_year AS metric_time__extract_year - , subq_7.ds__extract_quarter AS metric_time__extract_quarter - , subq_7.ds__extract_month AS metric_time__extract_month - , subq_7.ds__extract_day AS metric_time__extract_day - , subq_7.ds__extract_dow AS metric_time__extract_dow - , subq_7.ds__extract_doy AS metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.ds_partitioned__day + , subq_14.ds_partitioned__week + , subq_14.ds_partitioned__month + , subq_14.ds_partitioned__quarter + , subq_14.ds_partitioned__year + , subq_14.ds_partitioned__extract_year + , subq_14.ds_partitioned__extract_quarter + , subq_14.ds_partitioned__extract_month + , subq_14.ds_partitioned__extract_day + , subq_14.ds_partitioned__extract_dow + , subq_14.ds_partitioned__extract_doy + , subq_14.paid_at__day + , subq_14.paid_at__week + , subq_14.paid_at__month + , subq_14.paid_at__quarter + , subq_14.paid_at__year + , subq_14.paid_at__extract_year + , subq_14.paid_at__extract_quarter + , subq_14.paid_at__extract_month + , subq_14.paid_at__extract_day + , subq_14.paid_at__extract_dow + , subq_14.paid_at__extract_doy + , subq_14.booking__ds__day + , subq_14.booking__ds__week + , subq_14.booking__ds__month + , subq_14.booking__ds__quarter + , subq_14.booking__ds__year + , subq_14.booking__ds__extract_year + , subq_14.booking__ds__extract_quarter + , subq_14.booking__ds__extract_month + , subq_14.booking__ds__extract_day + , subq_14.booking__ds__extract_dow + , subq_14.booking__ds__extract_doy + , subq_14.booking__ds_partitioned__day + , subq_14.booking__ds_partitioned__week + , subq_14.booking__ds_partitioned__month + , subq_14.booking__ds_partitioned__quarter + , subq_14.booking__ds_partitioned__year + , subq_14.booking__ds_partitioned__extract_year + , subq_14.booking__ds_partitioned__extract_quarter + , subq_14.booking__ds_partitioned__extract_month + , subq_14.booking__ds_partitioned__extract_day + , subq_14.booking__ds_partitioned__extract_dow + , subq_14.booking__ds_partitioned__extract_doy + , subq_14.booking__paid_at__day + , subq_14.booking__paid_at__week + , subq_14.booking__paid_at__month + , subq_14.booking__paid_at__quarter + , subq_14.booking__paid_at__year + , subq_14.booking__paid_at__extract_year + , subq_14.booking__paid_at__extract_quarter + , subq_14.booking__paid_at__extract_month + , subq_14.booking__paid_at__extract_day + , subq_14.booking__paid_at__extract_dow + , subq_14.booking__paid_at__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.listing + , subq_14.guest + , subq_14.host + , subq_14.booking__listing + , subq_14.booking__guest + , subq_14.booking__host + , subq_14.is_instant + , subq_14.booking__is_instant + , subq_14.bookings + , subq_14.instant_bookings + , subq_14.booking_value + , subq_14.max_booking_value + , subq_14.min_booking_value + , subq_14.bookers + , subq_14.average_booking_value + , subq_14.referred_bookings + , subq_14.median_booking_value + , subq_14.booking_value_p99 + , subq_14.discrete_booking_value_p99 + , subq_14.approximate_continuous_booking_value_p99 + , subq_14.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -446,15 +549,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_7 - ) subq_8 - ) subq_9 + ) subq_14 + ) subq_15 + ) subq_16 GROUP BY metric_time__day - ) subq_10 - ) subq_11 + ) subq_17 + ) subq_18 ON - subq_6.metric_time__day = subq_11.metric_time__day + subq_13.metric_time__day = subq_18.metric_time__day GROUP BY metric_time__day -) subq_12 +) subq_19 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_reused_measure__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_reused_measure__plan0_optimized.sql index efac34f0c1..aa4a53c750 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_reused_measure__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_reused_measure__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_19.metric_time__day, subq_24.metric_time__day) AS metric_time__day - , MAX(subq_19.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_24.booking_value) AS booking_value + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day + , MAX(subq_27.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_32.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'metric_time__day'] @@ -17,19 +17,27 @@ FROM ( metric_time__day , SUM(booking_value) AS booking_value_with_is_instant_constraint FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - DATETIME_TRUNC(ds, day) AS metric_time__day - , is_instant AS booking__is_instant + metric_time__day + , booking__is_instant , booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_15 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATETIME_TRUNC(ds, day) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_21 + WHERE booking__is_instant + ) subq_23 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_19 + ) subq_27 FULL OUTER JOIN ( -- Read Elements From Semantic Model 'bookings_source' -- Metric Time Dimension 'ds' @@ -42,9 +50,9 @@ FROM ( FROM ***************************.fct_bookings bookings_source_src_28000 GROUP BY metric_time__day - ) subq_24 + ) subq_32 ON - subq_19.metric_time__day = subq_24.metric_time__day + subq_27.metric_time__day = subq_32.metric_time__day GROUP BY metric_time__day -) subq_25 +) subq_33 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_single_expr_and_alias__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_single_expr_and_alias__plan0.sql index 39ccdf1d7f..5a9d45cd51 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_single_expr_and_alias__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_single_expr_and_alias__plan0.sql @@ -1,234 +1,337 @@ -- Compute Metrics via Expressions SELECT - subq_6.metric_time__day + subq_13.metric_time__day , delayed_bookings * 2 AS double_counted_delayed_bookings FROM ( -- Compute Metrics via Expressions SELECT - subq_5.metric_time__day - , subq_5.bookings AS delayed_bookings + subq_12.metric_time__day + , subq_12.bookings AS delayed_bookings FROM ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_11.metric_time__day + , SUM(subq_11.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_10.metric_time__day + , subq_10.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day - , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week - , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month - , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day - , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week - , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month - , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE NOT booking__is_instant + ) subq_8 + ) subq_9 WHERE NOT booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY metric_time__day - ) subq_5 -) subq_6 + ) subq_12 +) subq_13 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql index 13fca71a38..03657217d5 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql @@ -11,16 +11,24 @@ FROM ( metric_time__day , SUM(bookings) AS delayed_bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATETIME_TRUNC(ds, day) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_9 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATETIME_TRUNC(ds, day) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_15 + WHERE NOT booking__is_instant + ) subq_17 WHERE NOT booking__is_instant GROUP BY metric_time__day -) subq_13 +) subq_21 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_distinct_values__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_distinct_values__plan0.sql index e9ee0c5d30..ec223f9e50 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_distinct_values__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_distinct_values__plan0.sql @@ -1,134 +1,195 @@ -- Order By ['listing__country_latest'] Limit 100 SELECT - subq_2.listing__country_latest + subq_5.listing__country_latest FROM ( -- Pass Only Elements: ['listing__country_latest',] SELECT - subq_1.listing__country_latest + subq_4.listing__country_latest FROM ( -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.created_at__day - , subq_0.created_at__week - , subq_0.created_at__month - , subq_0.created_at__quarter - , subq_0.created_at__year - , subq_0.created_at__extract_year - , subq_0.created_at__extract_quarter - , subq_0.created_at__extract_month - , subq_0.created_at__extract_day - , subq_0.created_at__extract_dow - , subq_0.created_at__extract_doy - , subq_0.listing__ds__day - , subq_0.listing__ds__week - , subq_0.listing__ds__month - , subq_0.listing__ds__quarter - , subq_0.listing__ds__year - , subq_0.listing__ds__extract_year - , subq_0.listing__ds__extract_quarter - , subq_0.listing__ds__extract_month - , subq_0.listing__ds__extract_day - , subq_0.listing__ds__extract_dow - , subq_0.listing__ds__extract_doy - , subq_0.listing__created_at__day - , subq_0.listing__created_at__week - , subq_0.listing__created_at__month - , subq_0.listing__created_at__quarter - , subq_0.listing__created_at__year - , subq_0.listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month - , subq_0.listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy - , subq_0.listing - , subq_0.user - , subq_0.listing__user - , subq_0.country_latest - , subq_0.is_lux_latest - , subq_0.capacity_latest - , subq_0.listing__country_latest - , subq_0.listing__is_lux_latest - , subq_0.listing__capacity_latest - , subq_0.listings - , subq_0.largest_listing - , subq_0.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 + WHERE listing__country_latest = 'us' + ) subq_3 WHERE listing__country_latest = 'us' - ) subq_1 + ) subq_4 GROUP BY - subq_1.listing__country_latest -) subq_2 -ORDER BY subq_2.listing__country_latest DESC + subq_4.listing__country_latest +) subq_5 +ORDER BY subq_5.listing__country_latest DESC LIMIT 100 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_distinct_values__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_distinct_values__plan0_optimized.sql index 1653ada5bd..76e6591b6c 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_distinct_values__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_distinct_values__plan0_optimized.sql @@ -4,11 +4,17 @@ SELECT listing__country_latest FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - country AS listing__country_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 -) subq_3 + listing__country_latest + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + country AS listing__country_latest + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_6 + WHERE listing__country_latest = 'us' +) subq_7 WHERE listing__country_latest = 'us' GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_reused_measure__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_reused_measure__plan0.sql index 4f2cd9819b..ddc3216f51 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_reused_measure__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_reused_measure__plan0.sql @@ -1,359 +1,462 @@ -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , CAST(subq_12.booking_value_with_is_instant_constraint AS DOUBLE) / CAST(NULLIF(subq_12.booking_value, 0) AS DOUBLE) AS instant_booking_value_ratio + subq_19.metric_time__day + , CAST(subq_19.booking_value_with_is_instant_constraint AS DOUBLE) / CAST(NULLIF(subq_19.booking_value, 0) AS DOUBLE) AS instant_booking_value_ratio FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_6.metric_time__day, subq_11.metric_time__day) AS metric_time__day - , MAX(subq_6.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_11.booking_value) AS booking_value + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day + , MAX(subq_13.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_18.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_5.metric_time__day - , subq_5.booking_value AS booking_value_with_is_instant_constraint + subq_12.metric_time__day + , subq_12.booking_value AS booking_value_with_is_instant_constraint FROM ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.booking_value) AS booking_value + subq_11.metric_time__day + , SUM(subq_11.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.booking_value + subq_10.metric_time__day + , subq_10.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.booking_value + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.booking_value + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY - subq_4.metric_time__day - ) subq_5 - ) subq_6 + subq_11.metric_time__day + ) subq_12 + ) subq_13 FULL OUTER JOIN ( -- Compute Metrics via Expressions SELECT - subq_10.metric_time__day - , subq_10.booking_value + subq_17.metric_time__day + , subq_17.booking_value FROM ( -- Aggregate Measures SELECT - subq_9.metric_time__day - , SUM(subq_9.booking_value) AS booking_value + subq_16.metric_time__day + , SUM(subq_16.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking_value + subq_15.metric_time__day + , subq_15.booking_value FROM ( -- Metric Time Dimension 'ds' SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.ds__day AS metric_time__day - , subq_7.ds__week AS metric_time__week - , subq_7.ds__month AS metric_time__month - , subq_7.ds__quarter AS metric_time__quarter - , subq_7.ds__year AS metric_time__year - , subq_7.ds__extract_year AS metric_time__extract_year - , subq_7.ds__extract_quarter AS metric_time__extract_quarter - , subq_7.ds__extract_month AS metric_time__extract_month - , subq_7.ds__extract_day AS metric_time__extract_day - , subq_7.ds__extract_dow AS metric_time__extract_dow - , subq_7.ds__extract_doy AS metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.ds_partitioned__day + , subq_14.ds_partitioned__week + , subq_14.ds_partitioned__month + , subq_14.ds_partitioned__quarter + , subq_14.ds_partitioned__year + , subq_14.ds_partitioned__extract_year + , subq_14.ds_partitioned__extract_quarter + , subq_14.ds_partitioned__extract_month + , subq_14.ds_partitioned__extract_day + , subq_14.ds_partitioned__extract_dow + , subq_14.ds_partitioned__extract_doy + , subq_14.paid_at__day + , subq_14.paid_at__week + , subq_14.paid_at__month + , subq_14.paid_at__quarter + , subq_14.paid_at__year + , subq_14.paid_at__extract_year + , subq_14.paid_at__extract_quarter + , subq_14.paid_at__extract_month + , subq_14.paid_at__extract_day + , subq_14.paid_at__extract_dow + , subq_14.paid_at__extract_doy + , subq_14.booking__ds__day + , subq_14.booking__ds__week + , subq_14.booking__ds__month + , subq_14.booking__ds__quarter + , subq_14.booking__ds__year + , subq_14.booking__ds__extract_year + , subq_14.booking__ds__extract_quarter + , subq_14.booking__ds__extract_month + , subq_14.booking__ds__extract_day + , subq_14.booking__ds__extract_dow + , subq_14.booking__ds__extract_doy + , subq_14.booking__ds_partitioned__day + , subq_14.booking__ds_partitioned__week + , subq_14.booking__ds_partitioned__month + , subq_14.booking__ds_partitioned__quarter + , subq_14.booking__ds_partitioned__year + , subq_14.booking__ds_partitioned__extract_year + , subq_14.booking__ds_partitioned__extract_quarter + , subq_14.booking__ds_partitioned__extract_month + , subq_14.booking__ds_partitioned__extract_day + , subq_14.booking__ds_partitioned__extract_dow + , subq_14.booking__ds_partitioned__extract_doy + , subq_14.booking__paid_at__day + , subq_14.booking__paid_at__week + , subq_14.booking__paid_at__month + , subq_14.booking__paid_at__quarter + , subq_14.booking__paid_at__year + , subq_14.booking__paid_at__extract_year + , subq_14.booking__paid_at__extract_quarter + , subq_14.booking__paid_at__extract_month + , subq_14.booking__paid_at__extract_day + , subq_14.booking__paid_at__extract_dow + , subq_14.booking__paid_at__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.listing + , subq_14.guest + , subq_14.host + , subq_14.booking__listing + , subq_14.booking__guest + , subq_14.booking__host + , subq_14.is_instant + , subq_14.booking__is_instant + , subq_14.bookings + , subq_14.instant_bookings + , subq_14.booking_value + , subq_14.max_booking_value + , subq_14.min_booking_value + , subq_14.bookers + , subq_14.average_booking_value + , subq_14.referred_bookings + , subq_14.median_booking_value + , subq_14.booking_value_p99 + , subq_14.discrete_booking_value_p99 + , subq_14.approximate_continuous_booking_value_p99 + , subq_14.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -446,15 +549,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_7 - ) subq_8 - ) subq_9 + ) subq_14 + ) subq_15 + ) subq_16 GROUP BY - subq_9.metric_time__day - ) subq_10 - ) subq_11 + subq_16.metric_time__day + ) subq_17 + ) subq_18 ON - subq_6.metric_time__day = subq_11.metric_time__day + subq_13.metric_time__day = subq_18.metric_time__day GROUP BY - COALESCE(subq_6.metric_time__day, subq_11.metric_time__day) -) subq_12 + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) +) subq_19 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_reused_measure__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_reused_measure__plan0_optimized.sql index a465dac6f6..f0def82955 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_reused_measure__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_reused_measure__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_19.metric_time__day, subq_24.metric_time__day) AS metric_time__day - , MAX(subq_19.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_24.booking_value) AS booking_value + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day + , MAX(subq_27.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_32.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'metric_time__day'] @@ -17,19 +17,27 @@ FROM ( metric_time__day , SUM(booking_value) AS booking_value_with_is_instant_constraint FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant + metric_time__day + , booking__is_instant , booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_15 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_21 + WHERE booking__is_instant + ) subq_23 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_19 + ) subq_27 FULL OUTER JOIN ( -- Read Elements From Semantic Model 'bookings_source' -- Metric Time Dimension 'ds' @@ -42,9 +50,9 @@ FROM ( FROM ***************************.fct_bookings bookings_source_src_28000 GROUP BY DATE_TRUNC('day', ds) - ) subq_24 + ) subq_32 ON - subq_19.metric_time__day = subq_24.metric_time__day + subq_27.metric_time__day = subq_32.metric_time__day GROUP BY - COALESCE(subq_19.metric_time__day, subq_24.metric_time__day) -) subq_25 + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) +) subq_33 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_single_expr_and_alias__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_single_expr_and_alias__plan0.sql index 87a8c39f99..2e4a2b5d0a 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_single_expr_and_alias__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_single_expr_and_alias__plan0.sql @@ -1,234 +1,337 @@ -- Compute Metrics via Expressions SELECT - subq_6.metric_time__day + subq_13.metric_time__day , delayed_bookings * 2 AS double_counted_delayed_bookings FROM ( -- Compute Metrics via Expressions SELECT - subq_5.metric_time__day - , subq_5.bookings AS delayed_bookings + subq_12.metric_time__day + , subq_12.bookings AS delayed_bookings FROM ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_11.metric_time__day + , SUM(subq_11.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_10.metric_time__day + , subq_10.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE NOT booking__is_instant + ) subq_8 + ) subq_9 WHERE NOT booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY - subq_4.metric_time__day - ) subq_5 -) subq_6 + subq_11.metric_time__day + ) subq_12 +) subq_13 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql index 3202b9915d..33436b83b6 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql @@ -11,16 +11,24 @@ FROM ( metric_time__day , SUM(bookings) AS delayed_bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_9 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_15 + WHERE NOT booking__is_instant + ) subq_17 WHERE NOT booking__is_instant GROUP BY metric_time__day -) subq_13 +) subq_21 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_distinct_values__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_distinct_values__plan0.sql index cd3d4c172a..4fb1321801 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_distinct_values__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_distinct_values__plan0.sql @@ -1,134 +1,195 @@ -- Order By ['listing__country_latest'] Limit 100 SELECT - subq_2.listing__country_latest + subq_5.listing__country_latest FROM ( -- Pass Only Elements: ['listing__country_latest',] SELECT - subq_1.listing__country_latest + subq_4.listing__country_latest FROM ( -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.created_at__day - , subq_0.created_at__week - , subq_0.created_at__month - , subq_0.created_at__quarter - , subq_0.created_at__year - , subq_0.created_at__extract_year - , subq_0.created_at__extract_quarter - , subq_0.created_at__extract_month - , subq_0.created_at__extract_day - , subq_0.created_at__extract_dow - , subq_0.created_at__extract_doy - , subq_0.listing__ds__day - , subq_0.listing__ds__week - , subq_0.listing__ds__month - , subq_0.listing__ds__quarter - , subq_0.listing__ds__year - , subq_0.listing__ds__extract_year - , subq_0.listing__ds__extract_quarter - , subq_0.listing__ds__extract_month - , subq_0.listing__ds__extract_day - , subq_0.listing__ds__extract_dow - , subq_0.listing__ds__extract_doy - , subq_0.listing__created_at__day - , subq_0.listing__created_at__week - , subq_0.listing__created_at__month - , subq_0.listing__created_at__quarter - , subq_0.listing__created_at__year - , subq_0.listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month - , subq_0.listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy - , subq_0.listing - , subq_0.user - , subq_0.listing__user - , subq_0.country_latest - , subq_0.is_lux_latest - , subq_0.capacity_latest - , subq_0.listing__country_latest - , subq_0.listing__is_lux_latest - , subq_0.listing__capacity_latest - , subq_0.listings - , subq_0.largest_listing - , subq_0.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 + WHERE listing__country_latest = 'us' + ) subq_3 WHERE listing__country_latest = 'us' - ) subq_1 + ) subq_4 GROUP BY - subq_1.listing__country_latest -) subq_2 -ORDER BY subq_2.listing__country_latest DESC + subq_4.listing__country_latest +) subq_5 +ORDER BY subq_5.listing__country_latest DESC LIMIT 100 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_distinct_values__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_distinct_values__plan0_optimized.sql index 1653ada5bd..76e6591b6c 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_distinct_values__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_distinct_values__plan0_optimized.sql @@ -4,11 +4,17 @@ SELECT listing__country_latest FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - country AS listing__country_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 -) subq_3 + listing__country_latest + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + country AS listing__country_latest + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_6 + WHERE listing__country_latest = 'us' +) subq_7 WHERE listing__country_latest = 'us' GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_reused_measure__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_reused_measure__plan0.sql index 19a913bb1f..5dd3547c45 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_reused_measure__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_reused_measure__plan0.sql @@ -1,359 +1,462 @@ -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , CAST(subq_12.booking_value_with_is_instant_constraint AS DOUBLE PRECISION) / CAST(NULLIF(subq_12.booking_value, 0) AS DOUBLE PRECISION) AS instant_booking_value_ratio + subq_19.metric_time__day + , CAST(subq_19.booking_value_with_is_instant_constraint AS DOUBLE PRECISION) / CAST(NULLIF(subq_19.booking_value, 0) AS DOUBLE PRECISION) AS instant_booking_value_ratio FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_6.metric_time__day, subq_11.metric_time__day) AS metric_time__day - , MAX(subq_6.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_11.booking_value) AS booking_value + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day + , MAX(subq_13.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_18.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_5.metric_time__day - , subq_5.booking_value AS booking_value_with_is_instant_constraint + subq_12.metric_time__day + , subq_12.booking_value AS booking_value_with_is_instant_constraint FROM ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.booking_value) AS booking_value + subq_11.metric_time__day + , SUM(subq_11.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.booking_value + subq_10.metric_time__day + , subq_10.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.booking_value + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.booking_value + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY - subq_4.metric_time__day - ) subq_5 - ) subq_6 + subq_11.metric_time__day + ) subq_12 + ) subq_13 FULL OUTER JOIN ( -- Compute Metrics via Expressions SELECT - subq_10.metric_time__day - , subq_10.booking_value + subq_17.metric_time__day + , subq_17.booking_value FROM ( -- Aggregate Measures SELECT - subq_9.metric_time__day - , SUM(subq_9.booking_value) AS booking_value + subq_16.metric_time__day + , SUM(subq_16.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking_value + subq_15.metric_time__day + , subq_15.booking_value FROM ( -- Metric Time Dimension 'ds' SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.ds__day AS metric_time__day - , subq_7.ds__week AS metric_time__week - , subq_7.ds__month AS metric_time__month - , subq_7.ds__quarter AS metric_time__quarter - , subq_7.ds__year AS metric_time__year - , subq_7.ds__extract_year AS metric_time__extract_year - , subq_7.ds__extract_quarter AS metric_time__extract_quarter - , subq_7.ds__extract_month AS metric_time__extract_month - , subq_7.ds__extract_day AS metric_time__extract_day - , subq_7.ds__extract_dow AS metric_time__extract_dow - , subq_7.ds__extract_doy AS metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.ds_partitioned__day + , subq_14.ds_partitioned__week + , subq_14.ds_partitioned__month + , subq_14.ds_partitioned__quarter + , subq_14.ds_partitioned__year + , subq_14.ds_partitioned__extract_year + , subq_14.ds_partitioned__extract_quarter + , subq_14.ds_partitioned__extract_month + , subq_14.ds_partitioned__extract_day + , subq_14.ds_partitioned__extract_dow + , subq_14.ds_partitioned__extract_doy + , subq_14.paid_at__day + , subq_14.paid_at__week + , subq_14.paid_at__month + , subq_14.paid_at__quarter + , subq_14.paid_at__year + , subq_14.paid_at__extract_year + , subq_14.paid_at__extract_quarter + , subq_14.paid_at__extract_month + , subq_14.paid_at__extract_day + , subq_14.paid_at__extract_dow + , subq_14.paid_at__extract_doy + , subq_14.booking__ds__day + , subq_14.booking__ds__week + , subq_14.booking__ds__month + , subq_14.booking__ds__quarter + , subq_14.booking__ds__year + , subq_14.booking__ds__extract_year + , subq_14.booking__ds__extract_quarter + , subq_14.booking__ds__extract_month + , subq_14.booking__ds__extract_day + , subq_14.booking__ds__extract_dow + , subq_14.booking__ds__extract_doy + , subq_14.booking__ds_partitioned__day + , subq_14.booking__ds_partitioned__week + , subq_14.booking__ds_partitioned__month + , subq_14.booking__ds_partitioned__quarter + , subq_14.booking__ds_partitioned__year + , subq_14.booking__ds_partitioned__extract_year + , subq_14.booking__ds_partitioned__extract_quarter + , subq_14.booking__ds_partitioned__extract_month + , subq_14.booking__ds_partitioned__extract_day + , subq_14.booking__ds_partitioned__extract_dow + , subq_14.booking__ds_partitioned__extract_doy + , subq_14.booking__paid_at__day + , subq_14.booking__paid_at__week + , subq_14.booking__paid_at__month + , subq_14.booking__paid_at__quarter + , subq_14.booking__paid_at__year + , subq_14.booking__paid_at__extract_year + , subq_14.booking__paid_at__extract_quarter + , subq_14.booking__paid_at__extract_month + , subq_14.booking__paid_at__extract_day + , subq_14.booking__paid_at__extract_dow + , subq_14.booking__paid_at__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.listing + , subq_14.guest + , subq_14.host + , subq_14.booking__listing + , subq_14.booking__guest + , subq_14.booking__host + , subq_14.is_instant + , subq_14.booking__is_instant + , subq_14.bookings + , subq_14.instant_bookings + , subq_14.booking_value + , subq_14.max_booking_value + , subq_14.min_booking_value + , subq_14.bookers + , subq_14.average_booking_value + , subq_14.referred_bookings + , subq_14.median_booking_value + , subq_14.booking_value_p99 + , subq_14.discrete_booking_value_p99 + , subq_14.approximate_continuous_booking_value_p99 + , subq_14.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -446,15 +549,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_7 - ) subq_8 - ) subq_9 + ) subq_14 + ) subq_15 + ) subq_16 GROUP BY - subq_9.metric_time__day - ) subq_10 - ) subq_11 + subq_16.metric_time__day + ) subq_17 + ) subq_18 ON - subq_6.metric_time__day = subq_11.metric_time__day + subq_13.metric_time__day = subq_18.metric_time__day GROUP BY - COALESCE(subq_6.metric_time__day, subq_11.metric_time__day) -) subq_12 + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) +) subq_19 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_reused_measure__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_reused_measure__plan0_optimized.sql index e3a93f4824..29af02b578 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_reused_measure__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_reused_measure__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_19.metric_time__day, subq_24.metric_time__day) AS metric_time__day - , MAX(subq_19.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_24.booking_value) AS booking_value + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day + , MAX(subq_27.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_32.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'metric_time__day'] @@ -17,19 +17,27 @@ FROM ( metric_time__day , SUM(booking_value) AS booking_value_with_is_instant_constraint FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant + metric_time__day + , booking__is_instant , booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_15 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_21 + WHERE booking__is_instant + ) subq_23 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_19 + ) subq_27 FULL OUTER JOIN ( -- Read Elements From Semantic Model 'bookings_source' -- Metric Time Dimension 'ds' @@ -42,9 +50,9 @@ FROM ( FROM ***************************.fct_bookings bookings_source_src_28000 GROUP BY DATE_TRUNC('day', ds) - ) subq_24 + ) subq_32 ON - subq_19.metric_time__day = subq_24.metric_time__day + subq_27.metric_time__day = subq_32.metric_time__day GROUP BY - COALESCE(subq_19.metric_time__day, subq_24.metric_time__day) -) subq_25 + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) +) subq_33 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_single_expr_and_alias__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_single_expr_and_alias__plan0.sql index 9182b35971..8e811be580 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_single_expr_and_alias__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_single_expr_and_alias__plan0.sql @@ -1,234 +1,337 @@ -- Compute Metrics via Expressions SELECT - subq_6.metric_time__day + subq_13.metric_time__day , delayed_bookings * 2 AS double_counted_delayed_bookings FROM ( -- Compute Metrics via Expressions SELECT - subq_5.metric_time__day - , subq_5.bookings AS delayed_bookings + subq_12.metric_time__day + , subq_12.bookings AS delayed_bookings FROM ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_11.metric_time__day + , SUM(subq_11.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_10.metric_time__day + , subq_10.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE NOT booking__is_instant + ) subq_8 + ) subq_9 WHERE NOT booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY - subq_4.metric_time__day - ) subq_5 -) subq_6 + subq_11.metric_time__day + ) subq_12 +) subq_13 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql index 3202b9915d..33436b83b6 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql @@ -11,16 +11,24 @@ FROM ( metric_time__day , SUM(bookings) AS delayed_bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_9 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_15 + WHERE NOT booking__is_instant + ) subq_17 WHERE NOT booking__is_instant GROUP BY metric_time__day -) subq_13 +) subq_21 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_distinct_values__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_distinct_values__plan0.sql index cf9f152551..72b8fe6a27 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_distinct_values__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_distinct_values__plan0.sql @@ -1,134 +1,195 @@ -- Order By ['listing__country_latest'] Limit 100 SELECT - subq_2.listing__country_latest + subq_5.listing__country_latest FROM ( -- Pass Only Elements: ['listing__country_latest',] SELECT - subq_1.listing__country_latest + subq_4.listing__country_latest FROM ( -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.created_at__day - , subq_0.created_at__week - , subq_0.created_at__month - , subq_0.created_at__quarter - , subq_0.created_at__year - , subq_0.created_at__extract_year - , subq_0.created_at__extract_quarter - , subq_0.created_at__extract_month - , subq_0.created_at__extract_day - , subq_0.created_at__extract_dow - , subq_0.created_at__extract_doy - , subq_0.listing__ds__day - , subq_0.listing__ds__week - , subq_0.listing__ds__month - , subq_0.listing__ds__quarter - , subq_0.listing__ds__year - , subq_0.listing__ds__extract_year - , subq_0.listing__ds__extract_quarter - , subq_0.listing__ds__extract_month - , subq_0.listing__ds__extract_day - , subq_0.listing__ds__extract_dow - , subq_0.listing__ds__extract_doy - , subq_0.listing__created_at__day - , subq_0.listing__created_at__week - , subq_0.listing__created_at__month - , subq_0.listing__created_at__quarter - , subq_0.listing__created_at__year - , subq_0.listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month - , subq_0.listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy - , subq_0.listing - , subq_0.user - , subq_0.listing__user - , subq_0.country_latest - , subq_0.is_lux_latest - , subq_0.capacity_latest - , subq_0.listing__country_latest - , subq_0.listing__is_lux_latest - , subq_0.listing__capacity_latest - , subq_0.listings - , subq_0.largest_listing - , subq_0.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 + WHERE listing__country_latest = 'us' + ) subq_3 WHERE listing__country_latest = 'us' - ) subq_1 + ) subq_4 GROUP BY - subq_1.listing__country_latest -) subq_2 -ORDER BY subq_2.listing__country_latest DESC + subq_4.listing__country_latest +) subq_5 +ORDER BY subq_5.listing__country_latest DESC LIMIT 100 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_distinct_values__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_distinct_values__plan0_optimized.sql index 1653ada5bd..76e6591b6c 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_distinct_values__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_distinct_values__plan0_optimized.sql @@ -4,11 +4,17 @@ SELECT listing__country_latest FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - country AS listing__country_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 -) subq_3 + listing__country_latest + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + country AS listing__country_latest + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_6 + WHERE listing__country_latest = 'us' +) subq_7 WHERE listing__country_latest = 'us' GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_reused_measure__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_reused_measure__plan0.sql index cda95b14fc..e51209f538 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_reused_measure__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_reused_measure__plan0.sql @@ -1,359 +1,462 @@ -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , CAST(subq_12.booking_value_with_is_instant_constraint AS DOUBLE PRECISION) / CAST(NULLIF(subq_12.booking_value, 0) AS DOUBLE PRECISION) AS instant_booking_value_ratio + subq_19.metric_time__day + , CAST(subq_19.booking_value_with_is_instant_constraint AS DOUBLE PRECISION) / CAST(NULLIF(subq_19.booking_value, 0) AS DOUBLE PRECISION) AS instant_booking_value_ratio FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_6.metric_time__day, subq_11.metric_time__day) AS metric_time__day - , MAX(subq_6.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_11.booking_value) AS booking_value + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day + , MAX(subq_13.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_18.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_5.metric_time__day - , subq_5.booking_value AS booking_value_with_is_instant_constraint + subq_12.metric_time__day + , subq_12.booking_value AS booking_value_with_is_instant_constraint FROM ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.booking_value) AS booking_value + subq_11.metric_time__day + , SUM(subq_11.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.booking_value + subq_10.metric_time__day + , subq_10.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.booking_value + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.booking_value + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY - subq_4.metric_time__day - ) subq_5 - ) subq_6 + subq_11.metric_time__day + ) subq_12 + ) subq_13 FULL OUTER JOIN ( -- Compute Metrics via Expressions SELECT - subq_10.metric_time__day - , subq_10.booking_value + subq_17.metric_time__day + , subq_17.booking_value FROM ( -- Aggregate Measures SELECT - subq_9.metric_time__day - , SUM(subq_9.booking_value) AS booking_value + subq_16.metric_time__day + , SUM(subq_16.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking_value + subq_15.metric_time__day + , subq_15.booking_value FROM ( -- Metric Time Dimension 'ds' SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.ds__day AS metric_time__day - , subq_7.ds__week AS metric_time__week - , subq_7.ds__month AS metric_time__month - , subq_7.ds__quarter AS metric_time__quarter - , subq_7.ds__year AS metric_time__year - , subq_7.ds__extract_year AS metric_time__extract_year - , subq_7.ds__extract_quarter AS metric_time__extract_quarter - , subq_7.ds__extract_month AS metric_time__extract_month - , subq_7.ds__extract_day AS metric_time__extract_day - , subq_7.ds__extract_dow AS metric_time__extract_dow - , subq_7.ds__extract_doy AS metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.ds_partitioned__day + , subq_14.ds_partitioned__week + , subq_14.ds_partitioned__month + , subq_14.ds_partitioned__quarter + , subq_14.ds_partitioned__year + , subq_14.ds_partitioned__extract_year + , subq_14.ds_partitioned__extract_quarter + , subq_14.ds_partitioned__extract_month + , subq_14.ds_partitioned__extract_day + , subq_14.ds_partitioned__extract_dow + , subq_14.ds_partitioned__extract_doy + , subq_14.paid_at__day + , subq_14.paid_at__week + , subq_14.paid_at__month + , subq_14.paid_at__quarter + , subq_14.paid_at__year + , subq_14.paid_at__extract_year + , subq_14.paid_at__extract_quarter + , subq_14.paid_at__extract_month + , subq_14.paid_at__extract_day + , subq_14.paid_at__extract_dow + , subq_14.paid_at__extract_doy + , subq_14.booking__ds__day + , subq_14.booking__ds__week + , subq_14.booking__ds__month + , subq_14.booking__ds__quarter + , subq_14.booking__ds__year + , subq_14.booking__ds__extract_year + , subq_14.booking__ds__extract_quarter + , subq_14.booking__ds__extract_month + , subq_14.booking__ds__extract_day + , subq_14.booking__ds__extract_dow + , subq_14.booking__ds__extract_doy + , subq_14.booking__ds_partitioned__day + , subq_14.booking__ds_partitioned__week + , subq_14.booking__ds_partitioned__month + , subq_14.booking__ds_partitioned__quarter + , subq_14.booking__ds_partitioned__year + , subq_14.booking__ds_partitioned__extract_year + , subq_14.booking__ds_partitioned__extract_quarter + , subq_14.booking__ds_partitioned__extract_month + , subq_14.booking__ds_partitioned__extract_day + , subq_14.booking__ds_partitioned__extract_dow + , subq_14.booking__ds_partitioned__extract_doy + , subq_14.booking__paid_at__day + , subq_14.booking__paid_at__week + , subq_14.booking__paid_at__month + , subq_14.booking__paid_at__quarter + , subq_14.booking__paid_at__year + , subq_14.booking__paid_at__extract_year + , subq_14.booking__paid_at__extract_quarter + , subq_14.booking__paid_at__extract_month + , subq_14.booking__paid_at__extract_day + , subq_14.booking__paid_at__extract_dow + , subq_14.booking__paid_at__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.listing + , subq_14.guest + , subq_14.host + , subq_14.booking__listing + , subq_14.booking__guest + , subq_14.booking__host + , subq_14.is_instant + , subq_14.booking__is_instant + , subq_14.bookings + , subq_14.instant_bookings + , subq_14.booking_value + , subq_14.max_booking_value + , subq_14.min_booking_value + , subq_14.bookers + , subq_14.average_booking_value + , subq_14.referred_bookings + , subq_14.median_booking_value + , subq_14.booking_value_p99 + , subq_14.discrete_booking_value_p99 + , subq_14.approximate_continuous_booking_value_p99 + , subq_14.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -446,15 +549,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_7 - ) subq_8 - ) subq_9 + ) subq_14 + ) subq_15 + ) subq_16 GROUP BY - subq_9.metric_time__day - ) subq_10 - ) subq_11 + subq_16.metric_time__day + ) subq_17 + ) subq_18 ON - subq_6.metric_time__day = subq_11.metric_time__day + subq_13.metric_time__day = subq_18.metric_time__day GROUP BY - COALESCE(subq_6.metric_time__day, subq_11.metric_time__day) -) subq_12 + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) +) subq_19 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_reused_measure__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_reused_measure__plan0_optimized.sql index e3a93f4824..29af02b578 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_reused_measure__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_reused_measure__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_19.metric_time__day, subq_24.metric_time__day) AS metric_time__day - , MAX(subq_19.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_24.booking_value) AS booking_value + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day + , MAX(subq_27.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_32.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'metric_time__day'] @@ -17,19 +17,27 @@ FROM ( metric_time__day , SUM(booking_value) AS booking_value_with_is_instant_constraint FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant + metric_time__day + , booking__is_instant , booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_15 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_21 + WHERE booking__is_instant + ) subq_23 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_19 + ) subq_27 FULL OUTER JOIN ( -- Read Elements From Semantic Model 'bookings_source' -- Metric Time Dimension 'ds' @@ -42,9 +50,9 @@ FROM ( FROM ***************************.fct_bookings bookings_source_src_28000 GROUP BY DATE_TRUNC('day', ds) - ) subq_24 + ) subq_32 ON - subq_19.metric_time__day = subq_24.metric_time__day + subq_27.metric_time__day = subq_32.metric_time__day GROUP BY - COALESCE(subq_19.metric_time__day, subq_24.metric_time__day) -) subq_25 + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) +) subq_33 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_single_expr_and_alias__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_single_expr_and_alias__plan0.sql index 6b26ce724b..882a6a8201 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_single_expr_and_alias__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_single_expr_and_alias__plan0.sql @@ -1,234 +1,337 @@ -- Compute Metrics via Expressions SELECT - subq_6.metric_time__day + subq_13.metric_time__day , delayed_bookings * 2 AS double_counted_delayed_bookings FROM ( -- Compute Metrics via Expressions SELECT - subq_5.metric_time__day - , subq_5.bookings AS delayed_bookings + subq_12.metric_time__day + , subq_12.bookings AS delayed_bookings FROM ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_11.metric_time__day + , SUM(subq_11.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_10.metric_time__day + , subq_10.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE NOT booking__is_instant + ) subq_8 + ) subq_9 WHERE NOT booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY - subq_4.metric_time__day - ) subq_5 -) subq_6 + subq_11.metric_time__day + ) subq_12 +) subq_13 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql index 3202b9915d..33436b83b6 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql @@ -11,16 +11,24 @@ FROM ( metric_time__day , SUM(bookings) AS delayed_bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_9 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_15 + WHERE NOT booking__is_instant + ) subq_17 WHERE NOT booking__is_instant GROUP BY metric_time__day -) subq_13 +) subq_21 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_distinct_values__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_distinct_values__plan0.sql index 0a82b5e771..1c8af99bba 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_distinct_values__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_distinct_values__plan0.sql @@ -1,134 +1,195 @@ -- Order By ['listing__country_latest'] Limit 100 SELECT - subq_2.listing__country_latest + subq_5.listing__country_latest FROM ( -- Pass Only Elements: ['listing__country_latest',] SELECT - subq_1.listing__country_latest + subq_4.listing__country_latest FROM ( -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.created_at__day - , subq_0.created_at__week - , subq_0.created_at__month - , subq_0.created_at__quarter - , subq_0.created_at__year - , subq_0.created_at__extract_year - , subq_0.created_at__extract_quarter - , subq_0.created_at__extract_month - , subq_0.created_at__extract_day - , subq_0.created_at__extract_dow - , subq_0.created_at__extract_doy - , subq_0.listing__ds__day - , subq_0.listing__ds__week - , subq_0.listing__ds__month - , subq_0.listing__ds__quarter - , subq_0.listing__ds__year - , subq_0.listing__ds__extract_year - , subq_0.listing__ds__extract_quarter - , subq_0.listing__ds__extract_month - , subq_0.listing__ds__extract_day - , subq_0.listing__ds__extract_dow - , subq_0.listing__ds__extract_doy - , subq_0.listing__created_at__day - , subq_0.listing__created_at__week - , subq_0.listing__created_at__month - , subq_0.listing__created_at__quarter - , subq_0.listing__created_at__year - , subq_0.listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month - , subq_0.listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy - , subq_0.listing - , subq_0.user - , subq_0.listing__user - , subq_0.country_latest - , subq_0.is_lux_latest - , subq_0.capacity_latest - , subq_0.listing__country_latest - , subq_0.listing__is_lux_latest - , subq_0.listing__capacity_latest - , subq_0.listings - , subq_0.largest_listing - , subq_0.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 + WHERE listing__country_latest = 'us' + ) subq_3 WHERE listing__country_latest = 'us' - ) subq_1 + ) subq_4 GROUP BY - subq_1.listing__country_latest -) subq_2 -ORDER BY subq_2.listing__country_latest DESC + subq_4.listing__country_latest +) subq_5 +ORDER BY subq_5.listing__country_latest DESC LIMIT 100 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_distinct_values__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_distinct_values__plan0_optimized.sql index 1653ada5bd..76e6591b6c 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_distinct_values__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_distinct_values__plan0_optimized.sql @@ -4,11 +4,17 @@ SELECT listing__country_latest FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - country AS listing__country_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 -) subq_3 + listing__country_latest + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + country AS listing__country_latest + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_6 + WHERE listing__country_latest = 'us' +) subq_7 WHERE listing__country_latest = 'us' GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_reused_measure__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_reused_measure__plan0.sql index 09af3a3c27..41e951d762 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_reused_measure__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_reused_measure__plan0.sql @@ -1,359 +1,462 @@ -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , CAST(subq_12.booking_value_with_is_instant_constraint AS DOUBLE) / CAST(NULLIF(subq_12.booking_value, 0) AS DOUBLE) AS instant_booking_value_ratio + subq_19.metric_time__day + , CAST(subq_19.booking_value_with_is_instant_constraint AS DOUBLE) / CAST(NULLIF(subq_19.booking_value, 0) AS DOUBLE) AS instant_booking_value_ratio FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_6.metric_time__day, subq_11.metric_time__day) AS metric_time__day - , MAX(subq_6.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_11.booking_value) AS booking_value + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day + , MAX(subq_13.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_18.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_5.metric_time__day - , subq_5.booking_value AS booking_value_with_is_instant_constraint + subq_12.metric_time__day + , subq_12.booking_value AS booking_value_with_is_instant_constraint FROM ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.booking_value) AS booking_value + subq_11.metric_time__day + , SUM(subq_11.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.booking_value + subq_10.metric_time__day + , subq_10.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.booking_value + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.booking_value + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY - subq_4.metric_time__day - ) subq_5 - ) subq_6 + subq_11.metric_time__day + ) subq_12 + ) subq_13 FULL OUTER JOIN ( -- Compute Metrics via Expressions SELECT - subq_10.metric_time__day - , subq_10.booking_value + subq_17.metric_time__day + , subq_17.booking_value FROM ( -- Aggregate Measures SELECT - subq_9.metric_time__day - , SUM(subq_9.booking_value) AS booking_value + subq_16.metric_time__day + , SUM(subq_16.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking_value + subq_15.metric_time__day + , subq_15.booking_value FROM ( -- Metric Time Dimension 'ds' SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.ds__day AS metric_time__day - , subq_7.ds__week AS metric_time__week - , subq_7.ds__month AS metric_time__month - , subq_7.ds__quarter AS metric_time__quarter - , subq_7.ds__year AS metric_time__year - , subq_7.ds__extract_year AS metric_time__extract_year - , subq_7.ds__extract_quarter AS metric_time__extract_quarter - , subq_7.ds__extract_month AS metric_time__extract_month - , subq_7.ds__extract_day AS metric_time__extract_day - , subq_7.ds__extract_dow AS metric_time__extract_dow - , subq_7.ds__extract_doy AS metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.ds_partitioned__day + , subq_14.ds_partitioned__week + , subq_14.ds_partitioned__month + , subq_14.ds_partitioned__quarter + , subq_14.ds_partitioned__year + , subq_14.ds_partitioned__extract_year + , subq_14.ds_partitioned__extract_quarter + , subq_14.ds_partitioned__extract_month + , subq_14.ds_partitioned__extract_day + , subq_14.ds_partitioned__extract_dow + , subq_14.ds_partitioned__extract_doy + , subq_14.paid_at__day + , subq_14.paid_at__week + , subq_14.paid_at__month + , subq_14.paid_at__quarter + , subq_14.paid_at__year + , subq_14.paid_at__extract_year + , subq_14.paid_at__extract_quarter + , subq_14.paid_at__extract_month + , subq_14.paid_at__extract_day + , subq_14.paid_at__extract_dow + , subq_14.paid_at__extract_doy + , subq_14.booking__ds__day + , subq_14.booking__ds__week + , subq_14.booking__ds__month + , subq_14.booking__ds__quarter + , subq_14.booking__ds__year + , subq_14.booking__ds__extract_year + , subq_14.booking__ds__extract_quarter + , subq_14.booking__ds__extract_month + , subq_14.booking__ds__extract_day + , subq_14.booking__ds__extract_dow + , subq_14.booking__ds__extract_doy + , subq_14.booking__ds_partitioned__day + , subq_14.booking__ds_partitioned__week + , subq_14.booking__ds_partitioned__month + , subq_14.booking__ds_partitioned__quarter + , subq_14.booking__ds_partitioned__year + , subq_14.booking__ds_partitioned__extract_year + , subq_14.booking__ds_partitioned__extract_quarter + , subq_14.booking__ds_partitioned__extract_month + , subq_14.booking__ds_partitioned__extract_day + , subq_14.booking__ds_partitioned__extract_dow + , subq_14.booking__ds_partitioned__extract_doy + , subq_14.booking__paid_at__day + , subq_14.booking__paid_at__week + , subq_14.booking__paid_at__month + , subq_14.booking__paid_at__quarter + , subq_14.booking__paid_at__year + , subq_14.booking__paid_at__extract_year + , subq_14.booking__paid_at__extract_quarter + , subq_14.booking__paid_at__extract_month + , subq_14.booking__paid_at__extract_day + , subq_14.booking__paid_at__extract_dow + , subq_14.booking__paid_at__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.listing + , subq_14.guest + , subq_14.host + , subq_14.booking__listing + , subq_14.booking__guest + , subq_14.booking__host + , subq_14.is_instant + , subq_14.booking__is_instant + , subq_14.bookings + , subq_14.instant_bookings + , subq_14.booking_value + , subq_14.max_booking_value + , subq_14.min_booking_value + , subq_14.bookers + , subq_14.average_booking_value + , subq_14.referred_bookings + , subq_14.median_booking_value + , subq_14.booking_value_p99 + , subq_14.discrete_booking_value_p99 + , subq_14.approximate_continuous_booking_value_p99 + , subq_14.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -446,15 +549,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_7 - ) subq_8 - ) subq_9 + ) subq_14 + ) subq_15 + ) subq_16 GROUP BY - subq_9.metric_time__day - ) subq_10 - ) subq_11 + subq_16.metric_time__day + ) subq_17 + ) subq_18 ON - subq_6.metric_time__day = subq_11.metric_time__day + subq_13.metric_time__day = subq_18.metric_time__day GROUP BY - COALESCE(subq_6.metric_time__day, subq_11.metric_time__day) -) subq_12 + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) +) subq_19 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_reused_measure__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_reused_measure__plan0_optimized.sql index a465dac6f6..f0def82955 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_reused_measure__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_reused_measure__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_19.metric_time__day, subq_24.metric_time__day) AS metric_time__day - , MAX(subq_19.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_24.booking_value) AS booking_value + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day + , MAX(subq_27.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_32.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'metric_time__day'] @@ -17,19 +17,27 @@ FROM ( metric_time__day , SUM(booking_value) AS booking_value_with_is_instant_constraint FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant + metric_time__day + , booking__is_instant , booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_15 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_21 + WHERE booking__is_instant + ) subq_23 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_19 + ) subq_27 FULL OUTER JOIN ( -- Read Elements From Semantic Model 'bookings_source' -- Metric Time Dimension 'ds' @@ -42,9 +50,9 @@ FROM ( FROM ***************************.fct_bookings bookings_source_src_28000 GROUP BY DATE_TRUNC('day', ds) - ) subq_24 + ) subq_32 ON - subq_19.metric_time__day = subq_24.metric_time__day + subq_27.metric_time__day = subq_32.metric_time__day GROUP BY - COALESCE(subq_19.metric_time__day, subq_24.metric_time__day) -) subq_25 + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) +) subq_33 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_single_expr_and_alias__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_single_expr_and_alias__plan0.sql index 73954cba02..65a868eb42 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_single_expr_and_alias__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_single_expr_and_alias__plan0.sql @@ -1,234 +1,337 @@ -- Compute Metrics via Expressions SELECT - subq_6.metric_time__day + subq_13.metric_time__day , delayed_bookings * 2 AS double_counted_delayed_bookings FROM ( -- Compute Metrics via Expressions SELECT - subq_5.metric_time__day - , subq_5.bookings AS delayed_bookings + subq_12.metric_time__day + , subq_12.bookings AS delayed_bookings FROM ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_11.metric_time__day + , SUM(subq_11.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_10.metric_time__day + , subq_10.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE NOT booking__is_instant + ) subq_8 + ) subq_9 WHERE NOT booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY - subq_4.metric_time__day - ) subq_5 -) subq_6 + subq_11.metric_time__day + ) subq_12 +) subq_13 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql index 3202b9915d..33436b83b6 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql @@ -11,16 +11,24 @@ FROM ( metric_time__day , SUM(bookings) AS delayed_bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_9 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_15 + WHERE NOT booking__is_instant + ) subq_17 WHERE NOT booking__is_instant GROUP BY metric_time__day -) subq_13 +) subq_21 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_distinct_values__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_distinct_values__plan0.sql index 955c17a477..c77e8402bb 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_distinct_values__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_distinct_values__plan0.sql @@ -1,134 +1,195 @@ -- Order By ['listing__country_latest'] Limit 100 SELECT - subq_2.listing__country_latest + subq_5.listing__country_latest FROM ( -- Pass Only Elements: ['listing__country_latest',] SELECT - subq_1.listing__country_latest + subq_4.listing__country_latest FROM ( -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.created_at__day - , subq_0.created_at__week - , subq_0.created_at__month - , subq_0.created_at__quarter - , subq_0.created_at__year - , subq_0.created_at__extract_year - , subq_0.created_at__extract_quarter - , subq_0.created_at__extract_month - , subq_0.created_at__extract_day - , subq_0.created_at__extract_dow - , subq_0.created_at__extract_doy - , subq_0.listing__ds__day - , subq_0.listing__ds__week - , subq_0.listing__ds__month - , subq_0.listing__ds__quarter - , subq_0.listing__ds__year - , subq_0.listing__ds__extract_year - , subq_0.listing__ds__extract_quarter - , subq_0.listing__ds__extract_month - , subq_0.listing__ds__extract_day - , subq_0.listing__ds__extract_dow - , subq_0.listing__ds__extract_doy - , subq_0.listing__created_at__day - , subq_0.listing__created_at__week - , subq_0.listing__created_at__month - , subq_0.listing__created_at__quarter - , subq_0.listing__created_at__year - , subq_0.listing__created_at__extract_year - , subq_0.listing__created_at__extract_quarter - , subq_0.listing__created_at__extract_month - , subq_0.listing__created_at__extract_day - , subq_0.listing__created_at__extract_dow - , subq_0.listing__created_at__extract_doy - , subq_0.listing - , subq_0.user - , subq_0.listing__user - , subq_0.country_latest - , subq_0.is_lux_latest - , subq_0.capacity_latest - , subq_0.listing__country_latest - , subq_0.listing__is_lux_latest - , subq_0.listing__capacity_latest - , subq_0.listings - , subq_0.largest_listing - , subq_0.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_0 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 + WHERE listing__country_latest = 'us' + ) subq_3 WHERE listing__country_latest = 'us' - ) subq_1 + ) subq_4 GROUP BY - subq_1.listing__country_latest -) subq_2 -ORDER BY subq_2.listing__country_latest DESC + subq_4.listing__country_latest +) subq_5 +ORDER BY subq_5.listing__country_latest DESC LIMIT 100 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_distinct_values__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_distinct_values__plan0_optimized.sql index 1653ada5bd..76e6591b6c 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_distinct_values__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_distinct_values__plan0_optimized.sql @@ -4,11 +4,17 @@ SELECT listing__country_latest FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Constrain Output with WHERE SELECT - country AS listing__country_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 -) subq_3 + listing__country_latest + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + country AS listing__country_latest + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_6 + WHERE listing__country_latest = 'us' +) subq_7 WHERE listing__country_latest = 'us' GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_reused_measure__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_reused_measure__plan0.sql index d757f7bc0b..dd97f89d8f 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_reused_measure__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_reused_measure__plan0.sql @@ -1,359 +1,462 @@ -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , CAST(subq_12.booking_value_with_is_instant_constraint AS DOUBLE) / CAST(NULLIF(subq_12.booking_value, 0) AS DOUBLE) AS instant_booking_value_ratio + subq_19.metric_time__day + , CAST(subq_19.booking_value_with_is_instant_constraint AS DOUBLE) / CAST(NULLIF(subq_19.booking_value, 0) AS DOUBLE) AS instant_booking_value_ratio FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_6.metric_time__day, subq_11.metric_time__day) AS metric_time__day - , MAX(subq_6.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_11.booking_value) AS booking_value + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day + , MAX(subq_13.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_18.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_5.metric_time__day - , subq_5.booking_value AS booking_value_with_is_instant_constraint + subq_12.metric_time__day + , subq_12.booking_value AS booking_value_with_is_instant_constraint FROM ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.booking_value) AS booking_value + subq_11.metric_time__day + , SUM(subq_11.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.booking_value + subq_10.metric_time__day + , subq_10.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.booking_value + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.booking_value + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.booking_value FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY - subq_4.metric_time__day - ) subq_5 - ) subq_6 + subq_11.metric_time__day + ) subq_12 + ) subq_13 FULL OUTER JOIN ( -- Compute Metrics via Expressions SELECT - subq_10.metric_time__day - , subq_10.booking_value + subq_17.metric_time__day + , subq_17.booking_value FROM ( -- Aggregate Measures SELECT - subq_9.metric_time__day - , SUM(subq_9.booking_value) AS booking_value + subq_16.metric_time__day + , SUM(subq_16.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking_value + subq_15.metric_time__day + , subq_15.booking_value FROM ( -- Metric Time Dimension 'ds' SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.ds__day AS metric_time__day - , subq_7.ds__week AS metric_time__week - , subq_7.ds__month AS metric_time__month - , subq_7.ds__quarter AS metric_time__quarter - , subq_7.ds__year AS metric_time__year - , subq_7.ds__extract_year AS metric_time__extract_year - , subq_7.ds__extract_quarter AS metric_time__extract_quarter - , subq_7.ds__extract_month AS metric_time__extract_month - , subq_7.ds__extract_day AS metric_time__extract_day - , subq_7.ds__extract_dow AS metric_time__extract_dow - , subq_7.ds__extract_doy AS metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_14.ds__day + , subq_14.ds__week + , subq_14.ds__month + , subq_14.ds__quarter + , subq_14.ds__year + , subq_14.ds__extract_year + , subq_14.ds__extract_quarter + , subq_14.ds__extract_month + , subq_14.ds__extract_day + , subq_14.ds__extract_dow + , subq_14.ds__extract_doy + , subq_14.ds_partitioned__day + , subq_14.ds_partitioned__week + , subq_14.ds_partitioned__month + , subq_14.ds_partitioned__quarter + , subq_14.ds_partitioned__year + , subq_14.ds_partitioned__extract_year + , subq_14.ds_partitioned__extract_quarter + , subq_14.ds_partitioned__extract_month + , subq_14.ds_partitioned__extract_day + , subq_14.ds_partitioned__extract_dow + , subq_14.ds_partitioned__extract_doy + , subq_14.paid_at__day + , subq_14.paid_at__week + , subq_14.paid_at__month + , subq_14.paid_at__quarter + , subq_14.paid_at__year + , subq_14.paid_at__extract_year + , subq_14.paid_at__extract_quarter + , subq_14.paid_at__extract_month + , subq_14.paid_at__extract_day + , subq_14.paid_at__extract_dow + , subq_14.paid_at__extract_doy + , subq_14.booking__ds__day + , subq_14.booking__ds__week + , subq_14.booking__ds__month + , subq_14.booking__ds__quarter + , subq_14.booking__ds__year + , subq_14.booking__ds__extract_year + , subq_14.booking__ds__extract_quarter + , subq_14.booking__ds__extract_month + , subq_14.booking__ds__extract_day + , subq_14.booking__ds__extract_dow + , subq_14.booking__ds__extract_doy + , subq_14.booking__ds_partitioned__day + , subq_14.booking__ds_partitioned__week + , subq_14.booking__ds_partitioned__month + , subq_14.booking__ds_partitioned__quarter + , subq_14.booking__ds_partitioned__year + , subq_14.booking__ds_partitioned__extract_year + , subq_14.booking__ds_partitioned__extract_quarter + , subq_14.booking__ds_partitioned__extract_month + , subq_14.booking__ds_partitioned__extract_day + , subq_14.booking__ds_partitioned__extract_dow + , subq_14.booking__ds_partitioned__extract_doy + , subq_14.booking__paid_at__day + , subq_14.booking__paid_at__week + , subq_14.booking__paid_at__month + , subq_14.booking__paid_at__quarter + , subq_14.booking__paid_at__year + , subq_14.booking__paid_at__extract_year + , subq_14.booking__paid_at__extract_quarter + , subq_14.booking__paid_at__extract_month + , subq_14.booking__paid_at__extract_day + , subq_14.booking__paid_at__extract_dow + , subq_14.booking__paid_at__extract_doy + , subq_14.ds__day AS metric_time__day + , subq_14.ds__week AS metric_time__week + , subq_14.ds__month AS metric_time__month + , subq_14.ds__quarter AS metric_time__quarter + , subq_14.ds__year AS metric_time__year + , subq_14.ds__extract_year AS metric_time__extract_year + , subq_14.ds__extract_quarter AS metric_time__extract_quarter + , subq_14.ds__extract_month AS metric_time__extract_month + , subq_14.ds__extract_day AS metric_time__extract_day + , subq_14.ds__extract_dow AS metric_time__extract_dow + , subq_14.ds__extract_doy AS metric_time__extract_doy + , subq_14.listing + , subq_14.guest + , subq_14.host + , subq_14.booking__listing + , subq_14.booking__guest + , subq_14.booking__host + , subq_14.is_instant + , subq_14.booking__is_instant + , subq_14.bookings + , subq_14.instant_bookings + , subq_14.booking_value + , subq_14.max_booking_value + , subq_14.min_booking_value + , subq_14.bookers + , subq_14.average_booking_value + , subq_14.referred_bookings + , subq_14.median_booking_value + , subq_14.booking_value_p99 + , subq_14.discrete_booking_value_p99 + , subq_14.approximate_continuous_booking_value_p99 + , subq_14.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -446,15 +549,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_7 - ) subq_8 - ) subq_9 + ) subq_14 + ) subq_15 + ) subq_16 GROUP BY - subq_9.metric_time__day - ) subq_10 - ) subq_11 + subq_16.metric_time__day + ) subq_17 + ) subq_18 ON - subq_6.metric_time__day = subq_11.metric_time__day + subq_13.metric_time__day = subq_18.metric_time__day GROUP BY - COALESCE(subq_6.metric_time__day, subq_11.metric_time__day) -) subq_12 + COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) +) subq_19 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_reused_measure__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_reused_measure__plan0_optimized.sql index a465dac6f6..f0def82955 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_reused_measure__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_reused_measure__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_19.metric_time__day, subq_24.metric_time__day) AS metric_time__day - , MAX(subq_19.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_24.booking_value) AS booking_value + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day + , MAX(subq_27.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_32.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'metric_time__day'] @@ -17,19 +17,27 @@ FROM ( metric_time__day , SUM(booking_value) AS booking_value_with_is_instant_constraint FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant + metric_time__day + , booking__is_instant , booking_value - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_15 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_21 + WHERE booking__is_instant + ) subq_23 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_19 + ) subq_27 FULL OUTER JOIN ( -- Read Elements From Semantic Model 'bookings_source' -- Metric Time Dimension 'ds' @@ -42,9 +50,9 @@ FROM ( FROM ***************************.fct_bookings bookings_source_src_28000 GROUP BY DATE_TRUNC('day', ds) - ) subq_24 + ) subq_32 ON - subq_19.metric_time__day = subq_24.metric_time__day + subq_27.metric_time__day = subq_32.metric_time__day GROUP BY - COALESCE(subq_19.metric_time__day, subq_24.metric_time__day) -) subq_25 + COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) +) subq_33 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_single_expr_and_alias__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_single_expr_and_alias__plan0.sql index fa133adf99..9b8d9efeee 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_single_expr_and_alias__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_single_expr_and_alias__plan0.sql @@ -1,234 +1,337 @@ -- Compute Metrics via Expressions SELECT - subq_6.metric_time__day + subq_13.metric_time__day , delayed_bookings * 2 AS double_counted_delayed_bookings FROM ( -- Compute Metrics via Expressions SELECT - subq_5.metric_time__day - , subq_5.bookings AS delayed_bookings + subq_12.metric_time__day + , subq_12.bookings AS delayed_bookings FROM ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_11.metric_time__day + , SUM(subq_11.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_10.metric_time__day + , subq_10.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE NOT booking__is_instant + ) subq_8 + ) subq_9 WHERE NOT booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY - subq_4.metric_time__day - ) subq_5 -) subq_6 + subq_11.metric_time__day + ) subq_12 +) subq_13 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql index 3202b9915d..33436b83b6 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql @@ -11,16 +11,24 @@ FROM ( metric_time__day , SUM(bookings) AS delayed_bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_9 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_15 + WHERE NOT booking__is_instant + ) subq_17 WHERE NOT booking__is_instant GROUP BY metric_time__day -) subq_13 +) subq_21 diff --git a/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfp_0.xml b/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfp_0.xml index 6322c38d0e..55adf72d1b 100644 --- a/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfp_0.xml +++ b/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfp_0.xml @@ -101,7 +101,7 @@ - + diff --git a/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfpo_0.xml b/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfpo_0.xml index 4e478eb472..714ce67d0d 100644 --- a/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfpo_0.xml +++ b/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfpo_0.xml @@ -101,7 +101,7 @@ - + diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0.sql index 75603754c5..9a0bc9e544 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,345 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_15.metric_time__day + , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_6.metric_time__day AS metric_time__day - , subq_5.bookings AS bookings + subq_13.metric_time__day AS metric_time__day + , subq_12.bookings AS bookings FROM ( -- Time Spine SELECT - subq_7.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_7 - ) subq_6 + subq_14.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_14 + ) subq_13 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_11.metric_time__day + , SUM(subq_11.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_10.metric_time__day + , subq_10.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day - , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week - , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month - , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day - , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week - , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month - , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY metric_time__day - ) subq_5 + ) subq_12 ON - subq_6.metric_time__day = subq_5.metric_time__day -) subq_8 + subq_13.metric_time__day = subq_12.metric_time__day +) subq_15 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 4ecdfebc25..56499e8279 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_16.ds AS metric_time__day - , subq_14.bookings AS bookings - FROM ***************************.mf_time_spine subq_16 + subq_24.ds AS metric_time__day + , subq_22.bookings AS bookings + FROM ***************************.mf_time_spine subq_24 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -16,19 +16,27 @@ FROM ( metric_time__day , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATETIME_TRUNC(ds, day) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATETIME_TRUNC(ds, day) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_14 + ) subq_22 ON - subq_16.ds = subq_14.metric_time__day -) subq_17 + subq_24.ds = subq_22.metric_time__day +) subq_25 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index 7945e559e4..b30b2d50d2 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,248 +1,351 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_15.metric_time__day + , subq_15.booking__is_instant + , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_7.metric_time__day - , subq_7.booking__is_instant - , subq_7.bookings + subq_14.metric_time__day + , subq_14.booking__is_instant + , subq_14.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_5.metric_time__day AS metric_time__day - , subq_4.booking__is_instant AS booking__is_instant - , subq_4.bookings AS bookings + subq_12.metric_time__day AS metric_time__day + , subq_11.booking__is_instant AS booking__is_instant + , subq_11.bookings AS bookings FROM ( -- Time Spine SELECT - subq_6.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_6 - ) subq_5 + subq_13.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_13 + ) subq_12 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_3.metric_time__day - , subq_3.booking__is_instant - , SUM(subq_3.bookings) AS bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , SUM(subq_10.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day - , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week - , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month - , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day - , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week - , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month - , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 + ) subq_10 GROUP BY metric_time__day , booking__is_instant - ) subq_4 + ) subq_11 ON - subq_5.metric_time__day = subq_4.metric_time__day - ) subq_7 + subq_12.metric_time__day = subq_11.metric_time__day + ) subq_14 WHERE booking__is_instant -) subq_8 +) subq_15 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index 2b1b12de20..7f8cd3a19c 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_15.ds AS metric_time__day - , subq_13.booking__is_instant AS booking__is_instant - , subq_13.bookings AS bookings - FROM ***************************.mf_time_spine subq_15 + subq_23.ds AS metric_time__day + , subq_21.booking__is_instant AS booking__is_instant + , subq_21.bookings AS bookings + FROM ***************************.mf_time_spine subq_23 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -24,22 +24,30 @@ FROM ( , booking__is_instant , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATETIME_TRUNC(ds, day) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATETIME_TRUNC(ds, day) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_13 + ) subq_21 ON - subq_15.ds = subq_13.metric_time__day - ) subq_16 + subq_23.ds = subq_21.metric_time__day + ) subq_24 WHERE booking__is_instant -) subq_17 +) subq_25 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0.sql index 10d71d6f54..ea53ee68ac 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,345 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_15.metric_time__day + , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_6.metric_time__day AS metric_time__day - , subq_5.bookings AS bookings + subq_13.metric_time__day AS metric_time__day + , subq_12.bookings AS bookings FROM ( -- Time Spine SELECT - subq_7.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_7 - ) subq_6 + subq_14.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_14 + ) subq_13 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_11.metric_time__day + , SUM(subq_11.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_10.metric_time__day + , subq_10.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY - subq_4.metric_time__day - ) subq_5 + subq_11.metric_time__day + ) subq_12 ON - subq_6.metric_time__day = subq_5.metric_time__day -) subq_8 + subq_13.metric_time__day = subq_12.metric_time__day +) subq_15 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 1185bf668d..7d50623eec 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_16.ds AS metric_time__day - , subq_14.bookings AS bookings - FROM ***************************.mf_time_spine subq_16 + subq_24.ds AS metric_time__day + , subq_22.bookings AS bookings + FROM ***************************.mf_time_spine subq_24 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -16,19 +16,27 @@ FROM ( metric_time__day , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_14 + ) subq_22 ON - subq_16.ds = subq_14.metric_time__day -) subq_17 + subq_24.ds = subq_22.metric_time__day +) subq_25 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index d60f9f75b1..3598c97388 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,248 +1,351 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_15.metric_time__day + , subq_15.booking__is_instant + , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_7.metric_time__day - , subq_7.booking__is_instant - , subq_7.bookings + subq_14.metric_time__day + , subq_14.booking__is_instant + , subq_14.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_5.metric_time__day AS metric_time__day - , subq_4.booking__is_instant AS booking__is_instant - , subq_4.bookings AS bookings + subq_12.metric_time__day AS metric_time__day + , subq_11.booking__is_instant AS booking__is_instant + , subq_11.bookings AS bookings FROM ( -- Time Spine SELECT - subq_6.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_6 - ) subq_5 + subq_13.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_13 + ) subq_12 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_3.metric_time__day - , subq_3.booking__is_instant - , SUM(subq_3.bookings) AS bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , SUM(subq_10.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 + ) subq_10 GROUP BY - subq_3.metric_time__day - , subq_3.booking__is_instant - ) subq_4 + subq_10.metric_time__day + , subq_10.booking__is_instant + ) subq_11 ON - subq_5.metric_time__day = subq_4.metric_time__day - ) subq_7 + subq_12.metric_time__day = subq_11.metric_time__day + ) subq_14 WHERE booking__is_instant -) subq_8 +) subq_15 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index 476eccde2c..d61eed9a9b 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_15.ds AS metric_time__day - , subq_13.booking__is_instant AS booking__is_instant - , subq_13.bookings AS bookings - FROM ***************************.mf_time_spine subq_15 + subq_23.ds AS metric_time__day + , subq_21.booking__is_instant AS booking__is_instant + , subq_21.bookings AS bookings + FROM ***************************.mf_time_spine subq_23 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -24,22 +24,30 @@ FROM ( , booking__is_instant , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_13 + ) subq_21 ON - subq_15.ds = subq_13.metric_time__day - ) subq_16 + subq_23.ds = subq_21.metric_time__day + ) subq_24 WHERE booking__is_instant -) subq_17 +) subq_25 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0.sql index a39da38b06..7361c1ba39 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,345 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_15.metric_time__day + , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_6.metric_time__day AS metric_time__day - , subq_5.bookings AS bookings + subq_13.metric_time__day AS metric_time__day + , subq_12.bookings AS bookings FROM ( -- Time Spine SELECT - subq_7.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_7 - ) subq_6 + subq_14.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_14 + ) subq_13 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_11.metric_time__day + , SUM(subq_11.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_10.metric_time__day + , subq_10.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY - subq_4.metric_time__day - ) subq_5 + subq_11.metric_time__day + ) subq_12 ON - subq_6.metric_time__day = subq_5.metric_time__day -) subq_8 + subq_13.metric_time__day = subq_12.metric_time__day +) subq_15 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 1185bf668d..7d50623eec 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_16.ds AS metric_time__day - , subq_14.bookings AS bookings - FROM ***************************.mf_time_spine subq_16 + subq_24.ds AS metric_time__day + , subq_22.bookings AS bookings + FROM ***************************.mf_time_spine subq_24 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -16,19 +16,27 @@ FROM ( metric_time__day , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_14 + ) subq_22 ON - subq_16.ds = subq_14.metric_time__day -) subq_17 + subq_24.ds = subq_22.metric_time__day +) subq_25 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index ed0bc69197..477299a8d2 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,248 +1,351 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_15.metric_time__day + , subq_15.booking__is_instant + , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_7.metric_time__day - , subq_7.booking__is_instant - , subq_7.bookings + subq_14.metric_time__day + , subq_14.booking__is_instant + , subq_14.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_5.metric_time__day AS metric_time__day - , subq_4.booking__is_instant AS booking__is_instant - , subq_4.bookings AS bookings + subq_12.metric_time__day AS metric_time__day + , subq_11.booking__is_instant AS booking__is_instant + , subq_11.bookings AS bookings FROM ( -- Time Spine SELECT - subq_6.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_6 - ) subq_5 + subq_13.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_13 + ) subq_12 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_3.metric_time__day - , subq_3.booking__is_instant - , SUM(subq_3.bookings) AS bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , SUM(subq_10.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 + ) subq_10 GROUP BY - subq_3.metric_time__day - , subq_3.booking__is_instant - ) subq_4 + subq_10.metric_time__day + , subq_10.booking__is_instant + ) subq_11 ON - subq_5.metric_time__day = subq_4.metric_time__day - ) subq_7 + subq_12.metric_time__day = subq_11.metric_time__day + ) subq_14 WHERE booking__is_instant -) subq_8 +) subq_15 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index 476eccde2c..d61eed9a9b 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_15.ds AS metric_time__day - , subq_13.booking__is_instant AS booking__is_instant - , subq_13.bookings AS bookings - FROM ***************************.mf_time_spine subq_15 + subq_23.ds AS metric_time__day + , subq_21.booking__is_instant AS booking__is_instant + , subq_21.bookings AS bookings + FROM ***************************.mf_time_spine subq_23 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -24,22 +24,30 @@ FROM ( , booking__is_instant , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_13 + ) subq_21 ON - subq_15.ds = subq_13.metric_time__day - ) subq_16 + subq_23.ds = subq_21.metric_time__day + ) subq_24 WHERE booking__is_instant -) subq_17 +) subq_25 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0.sql index a39da38b06..7361c1ba39 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,345 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_15.metric_time__day + , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_6.metric_time__day AS metric_time__day - , subq_5.bookings AS bookings + subq_13.metric_time__day AS metric_time__day + , subq_12.bookings AS bookings FROM ( -- Time Spine SELECT - subq_7.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_7 - ) subq_6 + subq_14.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_14 + ) subq_13 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_11.metric_time__day + , SUM(subq_11.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_10.metric_time__day + , subq_10.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY - subq_4.metric_time__day - ) subq_5 + subq_11.metric_time__day + ) subq_12 ON - subq_6.metric_time__day = subq_5.metric_time__day -) subq_8 + subq_13.metric_time__day = subq_12.metric_time__day +) subq_15 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 1185bf668d..7d50623eec 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_16.ds AS metric_time__day - , subq_14.bookings AS bookings - FROM ***************************.mf_time_spine subq_16 + subq_24.ds AS metric_time__day + , subq_22.bookings AS bookings + FROM ***************************.mf_time_spine subq_24 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -16,19 +16,27 @@ FROM ( metric_time__day , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_14 + ) subq_22 ON - subq_16.ds = subq_14.metric_time__day -) subq_17 + subq_24.ds = subq_22.metric_time__day +) subq_25 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index ed0bc69197..477299a8d2 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,248 +1,351 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_15.metric_time__day + , subq_15.booking__is_instant + , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_7.metric_time__day - , subq_7.booking__is_instant - , subq_7.bookings + subq_14.metric_time__day + , subq_14.booking__is_instant + , subq_14.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_5.metric_time__day AS metric_time__day - , subq_4.booking__is_instant AS booking__is_instant - , subq_4.bookings AS bookings + subq_12.metric_time__day AS metric_time__day + , subq_11.booking__is_instant AS booking__is_instant + , subq_11.bookings AS bookings FROM ( -- Time Spine SELECT - subq_6.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_6 - ) subq_5 + subq_13.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_13 + ) subq_12 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_3.metric_time__day - , subq_3.booking__is_instant - , SUM(subq_3.bookings) AS bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , SUM(subq_10.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 + ) subq_10 GROUP BY - subq_3.metric_time__day - , subq_3.booking__is_instant - ) subq_4 + subq_10.metric_time__day + , subq_10.booking__is_instant + ) subq_11 ON - subq_5.metric_time__day = subq_4.metric_time__day - ) subq_7 + subq_12.metric_time__day = subq_11.metric_time__day + ) subq_14 WHERE booking__is_instant -) subq_8 +) subq_15 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index 476eccde2c..d61eed9a9b 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_15.ds AS metric_time__day - , subq_13.booking__is_instant AS booking__is_instant - , subq_13.bookings AS bookings - FROM ***************************.mf_time_spine subq_15 + subq_23.ds AS metric_time__day + , subq_21.booking__is_instant AS booking__is_instant + , subq_21.bookings AS bookings + FROM ***************************.mf_time_spine subq_23 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -24,22 +24,30 @@ FROM ( , booking__is_instant , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_13 + ) subq_21 ON - subq_15.ds = subq_13.metric_time__day - ) subq_16 + subq_23.ds = subq_21.metric_time__day + ) subq_24 WHERE booking__is_instant -) subq_17 +) subq_25 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0.sql index fbbca501a8..ec7ada90fc 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,345 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_15.metric_time__day + , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_6.metric_time__day AS metric_time__day - , subq_5.bookings AS bookings + subq_13.metric_time__day AS metric_time__day + , subq_12.bookings AS bookings FROM ( -- Time Spine SELECT - subq_7.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_7 - ) subq_6 + subq_14.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_14 + ) subq_13 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_11.metric_time__day + , SUM(subq_11.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_10.metric_time__day + , subq_10.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY - subq_4.metric_time__day - ) subq_5 + subq_11.metric_time__day + ) subq_12 ON - subq_6.metric_time__day = subq_5.metric_time__day -) subq_8 + subq_13.metric_time__day = subq_12.metric_time__day +) subq_15 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 1185bf668d..7d50623eec 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_16.ds AS metric_time__day - , subq_14.bookings AS bookings - FROM ***************************.mf_time_spine subq_16 + subq_24.ds AS metric_time__day + , subq_22.bookings AS bookings + FROM ***************************.mf_time_spine subq_24 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -16,19 +16,27 @@ FROM ( metric_time__day , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_14 + ) subq_22 ON - subq_16.ds = subq_14.metric_time__day -) subq_17 + subq_24.ds = subq_22.metric_time__day +) subq_25 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index 53e30fb806..f60d3c25e1 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,248 +1,351 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_15.metric_time__day + , subq_15.booking__is_instant + , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_7.metric_time__day - , subq_7.booking__is_instant - , subq_7.bookings + subq_14.metric_time__day + , subq_14.booking__is_instant + , subq_14.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_5.metric_time__day AS metric_time__day - , subq_4.booking__is_instant AS booking__is_instant - , subq_4.bookings AS bookings + subq_12.metric_time__day AS metric_time__day + , subq_11.booking__is_instant AS booking__is_instant + , subq_11.bookings AS bookings FROM ( -- Time Spine SELECT - subq_6.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_6 - ) subq_5 + subq_13.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_13 + ) subq_12 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_3.metric_time__day - , subq_3.booking__is_instant - , SUM(subq_3.bookings) AS bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , SUM(subq_10.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 + ) subq_10 GROUP BY - subq_3.metric_time__day - , subq_3.booking__is_instant - ) subq_4 + subq_10.metric_time__day + , subq_10.booking__is_instant + ) subq_11 ON - subq_5.metric_time__day = subq_4.metric_time__day - ) subq_7 + subq_12.metric_time__day = subq_11.metric_time__day + ) subq_14 WHERE booking__is_instant -) subq_8 +) subq_15 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index 476eccde2c..d61eed9a9b 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_15.ds AS metric_time__day - , subq_13.booking__is_instant AS booking__is_instant - , subq_13.bookings AS bookings - FROM ***************************.mf_time_spine subq_15 + subq_23.ds AS metric_time__day + , subq_21.booking__is_instant AS booking__is_instant + , subq_21.bookings AS bookings + FROM ***************************.mf_time_spine subq_23 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -24,22 +24,30 @@ FROM ( , booking__is_instant , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_13 + ) subq_21 ON - subq_15.ds = subq_13.metric_time__day - ) subq_16 + subq_23.ds = subq_21.metric_time__day + ) subq_24 WHERE booking__is_instant -) subq_17 +) subq_25 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0.sql index 1841f75d94..581034e7df 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,345 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_15.metric_time__day + , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_6.metric_time__day AS metric_time__day - , subq_5.bookings AS bookings + subq_13.metric_time__day AS metric_time__day + , subq_12.bookings AS bookings FROM ( -- Time Spine SELECT - subq_7.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_7 - ) subq_6 + subq_14.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_14 + ) subq_13 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_11.metric_time__day + , SUM(subq_11.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_10.metric_time__day + , subq_10.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY - subq_4.metric_time__day - ) subq_5 + subq_11.metric_time__day + ) subq_12 ON - subq_6.metric_time__day = subq_5.metric_time__day -) subq_8 + subq_13.metric_time__day = subq_12.metric_time__day +) subq_15 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 1185bf668d..7d50623eec 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_16.ds AS metric_time__day - , subq_14.bookings AS bookings - FROM ***************************.mf_time_spine subq_16 + subq_24.ds AS metric_time__day + , subq_22.bookings AS bookings + FROM ***************************.mf_time_spine subq_24 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -16,19 +16,27 @@ FROM ( metric_time__day , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_14 + ) subq_22 ON - subq_16.ds = subq_14.metric_time__day -) subq_17 + subq_24.ds = subq_22.metric_time__day +) subq_25 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index 06ba1452be..ad7f44cc45 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,248 +1,351 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_15.metric_time__day + , subq_15.booking__is_instant + , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_7.metric_time__day - , subq_7.booking__is_instant - , subq_7.bookings + subq_14.metric_time__day + , subq_14.booking__is_instant + , subq_14.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_5.metric_time__day AS metric_time__day - , subq_4.booking__is_instant AS booking__is_instant - , subq_4.bookings AS bookings + subq_12.metric_time__day AS metric_time__day + , subq_11.booking__is_instant AS booking__is_instant + , subq_11.bookings AS bookings FROM ( -- Time Spine SELECT - subq_6.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_6 - ) subq_5 + subq_13.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_13 + ) subq_12 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_3.metric_time__day - , subq_3.booking__is_instant - , SUM(subq_3.bookings) AS bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , SUM(subq_10.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 + ) subq_10 GROUP BY - subq_3.metric_time__day - , subq_3.booking__is_instant - ) subq_4 + subq_10.metric_time__day + , subq_10.booking__is_instant + ) subq_11 ON - subq_5.metric_time__day = subq_4.metric_time__day - ) subq_7 + subq_12.metric_time__day = subq_11.metric_time__day + ) subq_14 WHERE booking__is_instant -) subq_8 +) subq_15 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index 476eccde2c..d61eed9a9b 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_15.ds AS metric_time__day - , subq_13.booking__is_instant AS booking__is_instant - , subq_13.bookings AS bookings - FROM ***************************.mf_time_spine subq_15 + subq_23.ds AS metric_time__day + , subq_21.booking__is_instant AS booking__is_instant + , subq_21.bookings AS bookings + FROM ***************************.mf_time_spine subq_23 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -24,22 +24,30 @@ FROM ( , booking__is_instant , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_13 + ) subq_21 ON - subq_15.ds = subq_13.metric_time__day - ) subq_16 + subq_23.ds = subq_21.metric_time__day + ) subq_24 WHERE booking__is_instant -) subq_17 +) subq_25 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0.sql index 6c43edefe6..ec2c14d41a 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,345 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_15.metric_time__day + , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_6.metric_time__day AS metric_time__day - , subq_5.bookings AS bookings + subq_13.metric_time__day AS metric_time__day + , subq_12.bookings AS bookings FROM ( -- Time Spine SELECT - subq_7.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_7 - ) subq_6 + subq_14.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_14 + ) subq_13 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_11.metric_time__day + , SUM(subq_11.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_10.metric_time__day + , subq_10.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_10 + ) subq_11 GROUP BY - subq_4.metric_time__day - ) subq_5 + subq_11.metric_time__day + ) subq_12 ON - subq_6.metric_time__day = subq_5.metric_time__day -) subq_8 + subq_13.metric_time__day = subq_12.metric_time__day +) subq_15 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 1185bf668d..7d50623eec 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_16.ds AS metric_time__day - , subq_14.bookings AS bookings - FROM ***************************.mf_time_spine subq_16 + subq_24.ds AS metric_time__day + , subq_22.bookings AS bookings + FROM ***************************.mf_time_spine subq_24 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -16,19 +16,27 @@ FROM ( metric_time__day , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_14 + ) subq_22 ON - subq_16.ds = subq_14.metric_time__day -) subq_17 + subq_24.ds = subq_22.metric_time__day +) subq_25 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index 7fe5de84a9..7690f4b8a6 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,248 +1,351 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_15.metric_time__day + , subq_15.booking__is_instant + , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_7.metric_time__day - , subq_7.booking__is_instant - , subq_7.bookings + subq_14.metric_time__day + , subq_14.booking__is_instant + , subq_14.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_5.metric_time__day AS metric_time__day - , subq_4.booking__is_instant AS booking__is_instant - , subq_4.bookings AS bookings + subq_12.metric_time__day AS metric_time__day + , subq_11.booking__is_instant AS booking__is_instant + , subq_11.bookings AS bookings FROM ( -- Time Spine SELECT - subq_6.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_6 - ) subq_5 + subq_13.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_13 + ) subq_12 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_3.metric_time__day - , subq_3.booking__is_instant - , SUM(subq_3.bookings) AS bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , SUM(subq_10.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_9.metric_time__day + , subq_9.booking__is_instant + , subq_9.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_8.metric_time__day + , subq_8.booking__is_instant + , subq_8.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_6 + ) subq_7 + WHERE booking__is_instant + ) subq_8 + ) subq_9 WHERE booking__is_instant - ) subq_3 + ) subq_10 GROUP BY - subq_3.metric_time__day - , subq_3.booking__is_instant - ) subq_4 + subq_10.metric_time__day + , subq_10.booking__is_instant + ) subq_11 ON - subq_5.metric_time__day = subq_4.metric_time__day - ) subq_7 + subq_12.metric_time__day = subq_11.metric_time__day + ) subq_14 WHERE booking__is_instant -) subq_8 +) subq_15 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index 476eccde2c..d61eed9a9b 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_15.ds AS metric_time__day - , subq_13.booking__is_instant AS booking__is_instant - , subq_13.bookings AS bookings - FROM ***************************.mf_time_spine subq_15 + subq_23.ds AS metric_time__day + , subq_21.booking__is_instant AS booking__is_instant + , subq_21.bookings AS bookings + FROM ***************************.mf_time_spine subq_23 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -24,22 +24,30 @@ FROM ( , booking__is_instant , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_13 + ) subq_21 ON - subq_15.ds = subq_13.metric_time__day - ) subq_16 + subq_23.ds = subq_21.metric_time__day + ) subq_24 WHERE booking__is_instant -) subq_17 +) subq_25 From f93031e9502b13050ce09154239544375055ffe8 Mon Sep 17 00:00:00 2001 From: tlento Date: Tue, 21 May 2024 20:23:02 -0700 Subject: [PATCH 4/7] changelog --- .changes/unreleased/Features-20240521-202252.yaml | 6 ++++++ 1 file changed, 6 insertions(+) create mode 100644 .changes/unreleased/Features-20240521-202252.yaml diff --git a/.changes/unreleased/Features-20240521-202252.yaml b/.changes/unreleased/Features-20240521-202252.yaml new file mode 100644 index 0000000000..49bfda8e39 --- /dev/null +++ b/.changes/unreleased/Features-20240521-202252.yaml @@ -0,0 +1,6 @@ +kind: Features +body: Enable predicate pushdown for categorical dimensions +time: 2024-05-21T20:22:52.841802-07:00 +custom: + Author: tlento + Issue: "1011" From 4bc075e0504e2415a61a60653e00c3bf52f3bc66 Mon Sep 17 00:00:00 2001 From: tlento Date: Thu, 23 May 2024 10:18:43 -0700 Subject: [PATCH 5/7] Fix pushdown operations on joined in dimensions Note for reviewers, as this will be squashed: Pushdown on joined in dimensions was not working as expected. In the original predicate pushdown rendering tests, most joined in dimensions were being skipped for pushdown operations. The root cause of the issue was the semantic model source value we were accessing, which actually included the complete history of all semantic model inputs for the joined in dimension. Fixing that problem uncovered a separate issue, which is we were inappropriately pushing filters down past outer join expressions. This commit fixes both issues at once - we now only push down on the "safe" side of an outer join (the left side for LEFT OUTER and not at all for FULL OUTER joins), and we evaluate pushdown based on the singuolar semantic model source where each element is defined. --- .../dataflow/builder/dataflow_plan_builder.py | 18 +- metricflow/plan_conversion/node_processor.py | 7 +- .../test_predicate_pushdown_rendering.py | 39 +- ...dimensions_with_time_constraint__dfp_0.xml | 2 +- .../test_distinct_values_plan__dfp_0.xml | 43 +- ..._distinct_values_plan_with_join__dfp_0.xml | 43 +- ...traint_with_reused_measure_plan__dfp_0.xml | 2 +- ...on_with_joined_where_constraint__plan0.sql | 425 ++--- ...ined_where_constraint__plan0_optimized.sql | 21 +- ...on_with_joined_where_constraint__plan0.xml | 1441 ++++++--------- .../DuckDB/test_nested_filters__plan0.sql | 1612 ++++++++--------- .../test_nested_filters__plan0_optimized.sql | 44 +- ...values_with_a_join_and_a_filter__plan0.sql | 336 ++-- ...h_a_join_and_a_filter__plan0_optimized.sql | 24 +- ...values_with_a_join_and_a_filter__plan0.xml | 1032 +++++------ .../test_inner_query_single_hop__plan0.sql | 374 ++-- ...nner_query_single_hop__plan0_optimized.sql | 12 +- ...dimensions_with_time_constraint__plan0.sql | 314 ++-- ...dimensions_with_time_constraint__plan0.xml | 603 +++--- ...re_source_categorical_dimension__plan0.sql | 563 ++++++ ...categorical_dimension__plan0_optimized.sql | 58 + ..._categorical_dimension_pushdown__plan0.sql | 515 +++--- ...al_dimension_pushdown__plan0_optimized.sql | 50 +- ...re_source_categorical_dimension__plan0.sql | 670 +++---- ...categorical_dimension__plan0_optimized.sql | 20 +- ..._categorical_dimension_pushdown__plan0.sql | 596 +++--- ...al_dimension_pushdown__plan0_optimized.sql | 12 +- .../DuckDB/test_distinct_values__plan0.sql | 303 ++-- .../test_distinct_values__plan0_optimized.sql | 14 +- ..._constraint_with_reused_measure__plan0.sql | 670 +++---- ...t_with_reused_measure__plan0_optimized.sql | 20 +- ...aint_with_single_expr_and_alias__plan0.sql | 436 ++--- ...single_expr_and_alias__plan0_optimized.sql | 6 +- ...constrained_metric_not_combined__dfp_0.xml | 2 +- ...onstrained_metric_not_combined__dfpo_0.xml | 4 +- ..._join_to_time_spine_with_filter__plan0.sql | 446 ++--- ...ime_spine_with_filter__plan0_optimized.sql | 16 +- ..._time_spine_with_queried_filter__plan0.sql | 456 ++--- ...e_with_queried_filter__plan0_optimized.sql | 20 +- 39 files changed, 5534 insertions(+), 5735 deletions(-) create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql diff --git a/metricflow/dataflow/builder/dataflow_plan_builder.py b/metricflow/dataflow/builder/dataflow_plan_builder.py index 807d851a9c..84067fd722 100644 --- a/metricflow/dataflow/builder/dataflow_plan_builder.py +++ b/metricflow/dataflow/builder/dataflow_plan_builder.py @@ -967,7 +967,14 @@ def _find_dataflow_recipe( node_data_set_resolver=self._node_data_set_resolver, ) - if predicate_pushdown_state.has_pushdown_potential: + if predicate_pushdown_state.has_pushdown_potential and default_join_type is not SqlJoinType.FULL_OUTER: + # TODO: encapsulate join type and distinct values state and eventually move this to a DataflowPlanOptimizer + # This works today because all of our subsequent join configuration operations preserve the join type + # as-is, or else switch it to a CROSS JOIN or INNER JOIN type, both of which are safe for predicate + # pushdown. However, there is currently no way to enforce that invariant, so we will need to move + # to a model where we evaluate the join nodes themselves and decide on whether or not to push down + # the predicate. This will be much more straightforward once we finish encapsulating our existing + # time range constraint pushdown controls into this mechanism. candidate_nodes_for_left_side_of_join = list( node_processor.apply_matching_filter_predicates( source_nodes=candidate_nodes_for_left_side_of_join, @@ -975,15 +982,6 @@ def _find_dataflow_recipe( metric_time_dimension_reference=self._metric_time_dimension_reference, ) ) - candidate_nodes_for_right_side_of_join = list( - node_processor.apply_matching_filter_predicates( - source_nodes=candidate_nodes_for_right_side_of_join, - predicate_pushdown_state=PredicatePushdownState.without_time_range_constraint( - original_pushdown_state=predicate_pushdown_state - ), - metric_time_dimension_reference=self._metric_time_dimension_reference, - ) - ) candidate_nodes_for_right_side_of_join = node_processor.remove_unnecessary_nodes( desired_linkable_specs=linkable_specs, diff --git a/metricflow/plan_conversion/node_processor.py b/metricflow/plan_conversion/node_processor.py index 240e537d58..71958a341a 100644 --- a/metricflow/plan_conversion/node_processor.py +++ b/metricflow/plan_conversion/node_processor.py @@ -1,7 +1,6 @@ from __future__ import annotations import dataclasses -import itertools import logging from enum import Enum from typing import Dict, FrozenSet, List, Optional, Sequence, Set @@ -355,11 +354,7 @@ def _add_where_constraint( """Processes where filter specs and evaluates their fitness for pushdown against the provided node set.""" eligible_filter_specs_by_model: Dict[SemanticModelReference, Sequence[WhereFilterSpec]] = {} for spec in where_filter_specs: - semantic_models = set( - itertools.chain.from_iterable( - [element.derived_from_semantic_models for element in spec.linkable_elements] - ) - ) + semantic_models = set(element.semantic_model_origin for element in spec.linkable_elements) invalid_element_types = [ element for element in spec.linkable_elements if element.element_type not in enabled_element_types ] diff --git a/tests_metricflow/query_rendering/test_predicate_pushdown_rendering.py b/tests_metricflow/query_rendering/test_predicate_pushdown_rendering.py index a7d4eb19bc..0018541dfc 100644 --- a/tests_metricflow/query_rendering/test_predicate_pushdown_rendering.py +++ b/tests_metricflow/query_rendering/test_predicate_pushdown_rendering.py @@ -51,8 +51,8 @@ def test_multiple_categorical_dimension_pushdown( ) -> None: """Tests rendering a query where we expect predicate pushdown for more than one categorical dimension.""" parsed_query = query_parser.parse_and_validate_query( - metric_names=("bookings",), - group_by_names=("booking__is_instant",), + metric_names=("listings",), + group_by_names=("user__home_state_latest",), where_constraint=PydanticWhereFilter( where_sql_template="{{ Dimension('listing__is_lux_latest') }} OR {{ Dimension('listing__capacity_latest') }} > 4", ), @@ -69,37 +69,7 @@ def test_multiple_categorical_dimension_pushdown( @pytest.mark.sql_engine_snapshot -def test_multiple_different_filters_on_same_joined_categorical_dimension( - request: FixtureRequest, - mf_test_configuration: MetricFlowTestConfiguration, - dataflow_plan_builder: DataflowPlanBuilder, - query_parser: MetricFlowQueryParser, - dataflow_to_sql_converter: DataflowToSqlQueryPlanConverter, - sql_client: SqlClient, -) -> None: - """Tests rendering a query where multiple filters against the same joined dimension need to be an effective OR. - - This can be an issue where a derived metric takes in two filters that refer to the same joined-in categorical - dimension. If these filters are disjoint the predicate pushdown needs to ensure that all matching rows are - returned, so we cannot simply push one filter or the other down, nor can we push them down as an AND - they - must be an OR, since all relevant rows need to be returned to the requesting metrics. - """ - parsed_query = query_parser.parse_and_validate_query( - metric_names=("regional_starting_balance_ratios",), - ) - dataflow_plan = dataflow_plan_builder.build_plan(parsed_query.query_spec) - - convert_and_check( - request=request, - mf_test_configuration=mf_test_configuration, - dataflow_to_sql_converter=dataflow_to_sql_converter, - sql_client=sql_client, - node=dataflow_plan.sink_node, - ) - - -@pytest.mark.sql_engine_snapshot -def test_multiple_different_filters_on_same_measure_source_categorical_dimension( +def test_different_filters_on_same_measure_source_categorical_dimension( request: FixtureRequest, mf_test_configuration: MetricFlowTestConfiguration, dataflow_plan_builder: DataflowPlanBuilder, @@ -113,6 +83,9 @@ def test_multiple_different_filters_on_same_measure_source_categorical_dimension measure source. If these filters are disjoint the predicate pushdown needs to ensure that all matching rows are returned, so we cannot simply push one filter or the other down, nor can we push them down as an AND - they must be an OR, since all relevant rows need to be returned to the requesting metrics. + + The metric listed here has one input that filters on bookings__is_instant and another that does not, which means + the source input for the latter input must NOT have the filter applied to it. """ parsed_query = query_parser.parse_and_validate_query( metric_names=("instant_booking_fraction_of_max_value",), diff --git a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_dimensions_with_time_constraint__dfp_0.xml b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_dimensions_with_time_constraint__dfp_0.xml index 95e5e4a303..415f19bcf2 100644 --- a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_dimensions_with_time_constraint__dfp_0.xml +++ b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_dimensions_with_time_constraint__dfp_0.xml @@ -11,7 +11,7 @@ - + diff --git a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan__dfp_0.xml b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan__dfp_0.xml index 5c90596560..790ffe2f20 100644 --- a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan__dfp_0.xml +++ b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan__dfp_0.xml @@ -25,7 +25,7 @@ - + @@ -53,42 +53,11 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + diff --git a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan_with_join__dfp_0.xml b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan_with_join__dfp_0.xml index 5870cdccf2..7077e14d3d 100644 --- a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan_with_join__dfp_0.xml +++ b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_distinct_values_plan_with_join__dfp_0.xml @@ -30,7 +30,7 @@ - + @@ -67,42 +67,11 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + diff --git a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_measure_constraint_with_reused_measure_plan__dfp_0.xml b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_measure_constraint_with_reused_measure_plan__dfp_0.xml index df0442c725..b54d7bf0be 100644 --- a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_measure_constraint_with_reused_measure_plan__dfp_0.xml +++ b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_measure_constraint_with_reused_measure_plan__dfp_0.xml @@ -58,7 +58,7 @@ - + diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_dimension_with_joined_where_constraint__plan0.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_dimension_with_joined_where_constraint__plan0.sql index 9b9dc5ff09..ed1028fb88 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_dimension_with_joined_where_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_dimension_with_joined_where_constraint__plan0.sql @@ -1,253 +1,192 @@ -- Pass Only Elements: ['user__home_state_latest',] SELECT - subq_7.user__home_state_latest + subq_4.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.created_at__day - , subq_6.created_at__week - , subq_6.created_at__month - , subq_6.created_at__quarter - , subq_6.created_at__year - , subq_6.created_at__extract_year - , subq_6.created_at__extract_quarter - , subq_6.created_at__extract_month - , subq_6.created_at__extract_day - , subq_6.created_at__extract_dow - , subq_6.created_at__extract_doy - , subq_6.listing__ds__day - , subq_6.listing__ds__week - , subq_6.listing__ds__month - , subq_6.listing__ds__quarter - , subq_6.listing__ds__year - , subq_6.listing__ds__extract_year - , subq_6.listing__ds__extract_quarter - , subq_6.listing__ds__extract_month - , subq_6.listing__ds__extract_day - , subq_6.listing__ds__extract_dow - , subq_6.listing__ds__extract_doy - , subq_6.listing__created_at__day - , subq_6.listing__created_at__week - , subq_6.listing__created_at__month - , subq_6.listing__created_at__quarter - , subq_6.listing__created_at__year - , subq_6.listing__created_at__extract_year - , subq_6.listing__created_at__extract_quarter - , subq_6.listing__created_at__extract_month - , subq_6.listing__created_at__extract_day - , subq_6.listing__created_at__extract_dow - , subq_6.listing__created_at__extract_doy - , subq_6.listing - , subq_6.user - , subq_6.listing__user - , subq_6.country_latest - , subq_6.is_lux_latest - , subq_6.capacity_latest - , subq_6.listing__country_latest - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.user__home_state_latest - , subq_6.listings - , subq_6.largest_listing - , subq_6.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.user__home_state_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_3.ds__day AS ds__day - , subq_3.ds__week AS ds__week - , subq_3.ds__month AS ds__month - , subq_3.ds__quarter AS ds__quarter - , subq_3.ds__year AS ds__year - , subq_3.ds__extract_year AS ds__extract_year - , subq_3.ds__extract_quarter AS ds__extract_quarter - , subq_3.ds__extract_month AS ds__extract_month - , subq_3.ds__extract_day AS ds__extract_day - , subq_3.ds__extract_dow AS ds__extract_dow - , subq_3.ds__extract_doy AS ds__extract_doy - , subq_3.created_at__day AS created_at__day - , subq_3.created_at__week AS created_at__week - , subq_3.created_at__month AS created_at__month - , subq_3.created_at__quarter AS created_at__quarter - , subq_3.created_at__year AS created_at__year - , subq_3.created_at__extract_year AS created_at__extract_year - , subq_3.created_at__extract_quarter AS created_at__extract_quarter - , subq_3.created_at__extract_month AS created_at__extract_month - , subq_3.created_at__extract_day AS created_at__extract_day - , subq_3.created_at__extract_dow AS created_at__extract_dow - , subq_3.created_at__extract_doy AS created_at__extract_doy - , subq_3.listing__ds__day AS listing__ds__day - , subq_3.listing__ds__week AS listing__ds__week - , subq_3.listing__ds__month AS listing__ds__month - , subq_3.listing__ds__quarter AS listing__ds__quarter - , subq_3.listing__ds__year AS listing__ds__year - , subq_3.listing__ds__extract_year AS listing__ds__extract_year - , subq_3.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_3.listing__ds__extract_month AS listing__ds__extract_month - , subq_3.listing__ds__extract_day AS listing__ds__extract_day - , subq_3.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_3.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_3.listing__created_at__day AS listing__created_at__day - , subq_3.listing__created_at__week AS listing__created_at__week - , subq_3.listing__created_at__month AS listing__created_at__month - , subq_3.listing__created_at__quarter AS listing__created_at__quarter - , subq_3.listing__created_at__year AS listing__created_at__year - , subq_3.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_3.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_3.listing AS listing - , subq_3.user AS user - , subq_3.listing__user AS listing__user - , subq_3.country_latest AS country_latest - , subq_3.is_lux_latest AS is_lux_latest - , subq_3.capacity_latest AS capacity_latest - , subq_3.listing__country_latest AS listing__country_latest - , subq_3.listing__is_lux_latest AS listing__is_lux_latest - , subq_3.listing__capacity_latest AS listing__capacity_latest - , subq_5.home_state_latest AS user__home_state_latest - , subq_3.listings AS listings - , subq_3.largest_listing AS largest_listing - , subq_3.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_2.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - subq_2.ds__day - , subq_2.ds__week - , subq_2.ds__month - , subq_2.ds__quarter - , subq_2.ds__year - , subq_2.ds__extract_year - , subq_2.ds__extract_quarter - , subq_2.ds__extract_month - , subq_2.ds__extract_day - , subq_2.ds__extract_dow - , subq_2.ds__extract_doy - , subq_2.created_at__day - , subq_2.created_at__week - , subq_2.created_at__month - , subq_2.created_at__quarter - , subq_2.created_at__year - , subq_2.created_at__extract_year - , subq_2.created_at__extract_quarter - , subq_2.created_at__extract_month - , subq_2.created_at__extract_day - , subq_2.created_at__extract_dow - , subq_2.created_at__extract_doy - , subq_2.listing__ds__day - , subq_2.listing__ds__week - , subq_2.listing__ds__month - , subq_2.listing__ds__quarter - , subq_2.listing__ds__year - , subq_2.listing__ds__extract_year - , subq_2.listing__ds__extract_quarter - , subq_2.listing__ds__extract_month - , subq_2.listing__ds__extract_day - , subq_2.listing__ds__extract_dow - , subq_2.listing__ds__extract_doy - , subq_2.listing__created_at__day - , subq_2.listing__created_at__week - , subq_2.listing__created_at__month - , subq_2.listing__created_at__quarter - , subq_2.listing__created_at__year - , subq_2.listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month - , subq_2.listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy - , subq_2.listing - , subq_2.user - , subq_2.listing__user - , subq_2.country_latest - , subq_2.is_lux_latest - , subq_2.capacity_latest - , subq_2.listing__country_latest - , subq_2.listing__is_lux_latest - , subq_2.listing__capacity_latest - , subq_2.listings - , subq_2.largest_listing - , subq_2.smallest_listing - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 - WHERE listing__country_latest = 'us' - ) subq_3 + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_0 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_4.user - , subq_4.home_state_latest + subq_1.user + , subq_1.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -277,12 +216,12 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_4 - ) subq_5 + ) subq_1 + ) subq_2 ON - subq_3.user = subq_5.user - ) subq_6 + subq_0.user = subq_2.user + ) subq_3 WHERE listing__country_latest = 'us' -) subq_7 +) subq_4 GROUP BY - subq_7.user__home_state_latest + subq_4.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_dimension_with_joined_where_constraint__plan0_optimized.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_dimension_with_joined_where_constraint__plan0_optimized.sql index f2ac976dac..c4e57d3c86 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_dimension_with_joined_where_constraint__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_dimension_with_joined_where_constraint__plan0_optimized.sql @@ -5,27 +5,14 @@ SELECT FROM ( -- Join Standard Outputs SELECT - subq_9.listing__country_latest AS listing__country_latest + listings_latest_src_28000.country AS listing__country_latest , users_latest_src_28000.home_state_latest AS user__home_state_latest - FROM ( - -- Constrain Output with WHERE - SELECT - subq_8.user - , listing__country_latest - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - country AS listing__country_latest - , user_id AS user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_8 - WHERE listing__country_latest = 'us' - ) subq_9 + FROM ***************************.dim_listings_latest listings_latest_src_28000 FULL OUTER JOIN ***************************.dim_users_latest users_latest_src_28000 ON - subq_9.user = users_latest_src_28000.user_id -) subq_12 + listings_latest_src_28000.user_id = users_latest_src_28000.user_id +) subq_8 WHERE listing__country_latest = 'us' GROUP BY user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_dimension_with_joined_where_constraint__plan0.xml b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_dimension_with_joined_where_constraint__plan0.xml index a3e6bbb6dc..a25452a9ea 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_dimension_with_joined_where_constraint__plan0.xml +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_dimension_with_joined_where_constraint__plan0.xml @@ -1,977 +1,668 @@ - + - - + + - + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - - + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + - - - - - - - + + + + + + + diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_nested_filters__plan0.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_nested_filters__plan0.sql index a54923e15b..c4c3c5c749 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_nested_filters__plan0.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_nested_filters__plan0.sql @@ -8,248 +8,248 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_30.average_booking_value) AS average_booking_value - , MAX(subq_43.bookings) AS bookings - , MAX(subq_51.booking_value) AS booking_value + MAX(subq_18.average_booking_value) AS average_booking_value + , MAX(subq_31.bookings) AS bookings + , MAX(subq_39.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_29.average_booking_value + subq_17.average_booking_value FROM ( -- Aggregate Measures SELECT - AVG(subq_28.average_booking_value) AS average_booking_value + AVG(subq_16.average_booking_value) AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value',] SELECT - subq_27.average_booking_value + subq_15.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_26.booking__is_instant - , subq_26.listing__is_lux_latest - , subq_26.average_booking_value + subq_14.booking__is_instant + , subq_14.listing__is_lux_latest + , subq_14.average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_25.booking__is_instant - , subq_25.listing__is_lux_latest - , subq_25.average_booking_value + subq_13.booking__is_instant + , subq_13.listing__is_lux_latest + , subq_13.average_booking_value FROM ( -- Join Standard Outputs SELECT - subq_21.listing AS listing - , subq_21.booking__is_instant AS booking__is_instant - , subq_24.is_lux_latest AS listing__is_lux_latest - , subq_21.average_booking_value AS average_booking_value + subq_9.listing AS listing + , subq_9.booking__is_instant AS booking__is_instant + , subq_12.is_lux_latest AS listing__is_lux_latest + , subq_9.average_booking_value AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] SELECT - subq_20.listing - , subq_20.booking__is_instant - , subq_20.average_booking_value + subq_8.listing + , subq_8.booking__is_instant + , subq_8.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_19.ds__day - , subq_19.ds__week - , subq_19.ds__month - , subq_19.ds__quarter - , subq_19.ds__year - , subq_19.ds__extract_year - , subq_19.ds__extract_quarter - , subq_19.ds__extract_month - , subq_19.ds__extract_day - , subq_19.ds__extract_dow - , subq_19.ds__extract_doy - , subq_19.ds_partitioned__day - , subq_19.ds_partitioned__week - , subq_19.ds_partitioned__month - , subq_19.ds_partitioned__quarter - , subq_19.ds_partitioned__year - , subq_19.ds_partitioned__extract_year - , subq_19.ds_partitioned__extract_quarter - , subq_19.ds_partitioned__extract_month - , subq_19.ds_partitioned__extract_day - , subq_19.ds_partitioned__extract_dow - , subq_19.ds_partitioned__extract_doy - , subq_19.paid_at__day - , subq_19.paid_at__week - , subq_19.paid_at__month - , subq_19.paid_at__quarter - , subq_19.paid_at__year - , subq_19.paid_at__extract_year - , subq_19.paid_at__extract_quarter - , subq_19.paid_at__extract_month - , subq_19.paid_at__extract_day - , subq_19.paid_at__extract_dow - , subq_19.paid_at__extract_doy - , subq_19.booking__ds__day - , subq_19.booking__ds__week - , subq_19.booking__ds__month - , subq_19.booking__ds__quarter - , subq_19.booking__ds__year - , subq_19.booking__ds__extract_year - , subq_19.booking__ds__extract_quarter - , subq_19.booking__ds__extract_month - , subq_19.booking__ds__extract_day - , subq_19.booking__ds__extract_dow - , subq_19.booking__ds__extract_doy - , subq_19.booking__ds_partitioned__day - , subq_19.booking__ds_partitioned__week - , subq_19.booking__ds_partitioned__month - , subq_19.booking__ds_partitioned__quarter - , subq_19.booking__ds_partitioned__year - , subq_19.booking__ds_partitioned__extract_year - , subq_19.booking__ds_partitioned__extract_quarter - , subq_19.booking__ds_partitioned__extract_month - , subq_19.booking__ds_partitioned__extract_day - , subq_19.booking__ds_partitioned__extract_dow - , subq_19.booking__ds_partitioned__extract_doy - , subq_19.booking__paid_at__day - , subq_19.booking__paid_at__week - , subq_19.booking__paid_at__month - , subq_19.booking__paid_at__quarter - , subq_19.booking__paid_at__year - , subq_19.booking__paid_at__extract_year - , subq_19.booking__paid_at__extract_quarter - , subq_19.booking__paid_at__extract_month - , subq_19.booking__paid_at__extract_day - , subq_19.booking__paid_at__extract_dow - , subq_19.booking__paid_at__extract_doy - , subq_19.metric_time__day - , subq_19.metric_time__week - , subq_19.metric_time__month - , subq_19.metric_time__quarter - , subq_19.metric_time__year - , subq_19.metric_time__extract_year - , subq_19.metric_time__extract_quarter - , subq_19.metric_time__extract_month - , subq_19.metric_time__extract_day - , subq_19.metric_time__extract_dow - , subq_19.metric_time__extract_doy - , subq_19.listing - , subq_19.guest - , subq_19.host - , subq_19.booking__listing - , subq_19.booking__guest - , subq_19.booking__host - , subq_19.is_instant - , subq_19.booking__is_instant - , subq_19.bookings - , subq_19.instant_bookings - , subq_19.booking_value - , subq_19.max_booking_value - , subq_19.min_booking_value - , subq_19.bookers - , subq_19.average_booking_value - , subq_19.referred_bookings - , subq_19.median_booking_value - , subq_19.booking_value_p99 - , subq_19.discrete_booking_value_p99 - , subq_19.approximate_continuous_booking_value_p99 - , subq_19.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_18.ds__day - , subq_18.ds__week - , subq_18.ds__month - , subq_18.ds__quarter - , subq_18.ds__year - , subq_18.ds__extract_year - , subq_18.ds__extract_quarter - , subq_18.ds__extract_month - , subq_18.ds__extract_day - , subq_18.ds__extract_dow - , subq_18.ds__extract_doy - , subq_18.ds_partitioned__day - , subq_18.ds_partitioned__week - , subq_18.ds_partitioned__month - , subq_18.ds_partitioned__quarter - , subq_18.ds_partitioned__year - , subq_18.ds_partitioned__extract_year - , subq_18.ds_partitioned__extract_quarter - , subq_18.ds_partitioned__extract_month - , subq_18.ds_partitioned__extract_day - , subq_18.ds_partitioned__extract_dow - , subq_18.ds_partitioned__extract_doy - , subq_18.paid_at__day - , subq_18.paid_at__week - , subq_18.paid_at__month - , subq_18.paid_at__quarter - , subq_18.paid_at__year - , subq_18.paid_at__extract_year - , subq_18.paid_at__extract_quarter - , subq_18.paid_at__extract_month - , subq_18.paid_at__extract_day - , subq_18.paid_at__extract_dow - , subq_18.paid_at__extract_doy - , subq_18.booking__ds__day - , subq_18.booking__ds__week - , subq_18.booking__ds__month - , subq_18.booking__ds__quarter - , subq_18.booking__ds__year - , subq_18.booking__ds__extract_year - , subq_18.booking__ds__extract_quarter - , subq_18.booking__ds__extract_month - , subq_18.booking__ds__extract_day - , subq_18.booking__ds__extract_dow - , subq_18.booking__ds__extract_doy - , subq_18.booking__ds_partitioned__day - , subq_18.booking__ds_partitioned__week - , subq_18.booking__ds_partitioned__month - , subq_18.booking__ds_partitioned__quarter - , subq_18.booking__ds_partitioned__year - , subq_18.booking__ds_partitioned__extract_year - , subq_18.booking__ds_partitioned__extract_quarter - , subq_18.booking__ds_partitioned__extract_month - , subq_18.booking__ds_partitioned__extract_day - , subq_18.booking__ds_partitioned__extract_dow - , subq_18.booking__ds_partitioned__extract_doy - , subq_18.booking__paid_at__day - , subq_18.booking__paid_at__week - , subq_18.booking__paid_at__month - , subq_18.booking__paid_at__quarter - , subq_18.booking__paid_at__year - , subq_18.booking__paid_at__extract_year - , subq_18.booking__paid_at__extract_quarter - , subq_18.booking__paid_at__extract_month - , subq_18.booking__paid_at__extract_day - , subq_18.booking__paid_at__extract_dow - , subq_18.booking__paid_at__extract_doy - , subq_18.ds__day AS metric_time__day - , subq_18.ds__week AS metric_time__week - , subq_18.ds__month AS metric_time__month - , subq_18.ds__quarter AS metric_time__quarter - , subq_18.ds__year AS metric_time__year - , subq_18.ds__extract_year AS metric_time__extract_year - , subq_18.ds__extract_quarter AS metric_time__extract_quarter - , subq_18.ds__extract_month AS metric_time__extract_month - , subq_18.ds__extract_day AS metric_time__extract_day - , subq_18.ds__extract_dow AS metric_time__extract_dow - , subq_18.ds__extract_doy AS metric_time__extract_doy - , subq_18.listing - , subq_18.guest - , subq_18.host - , subq_18.booking__listing - , subq_18.booking__guest - , subq_18.booking__host - , subq_18.is_instant - , subq_18.booking__is_instant - , subq_18.bookings - , subq_18.instant_bookings - , subq_18.booking_value - , subq_18.max_booking_value - , subq_18.min_booking_value - , subq_18.bookers - , subq_18.average_booking_value - , subq_18.referred_bookings - , subq_18.median_booking_value - , subq_18.booking_value_p99 - , subq_18.discrete_booking_value_p99 - , subq_18.approximate_continuous_booking_value_p99 - , subq_18.approximate_discrete_booking_value_p99 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -342,86 +342,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_18 - ) subq_19 + ) subq_6 + ) subq_7 WHERE booking__is_instant - ) subq_20 - ) subq_21 + ) subq_8 + ) subq_9 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_23.listing - , subq_23.is_lux_latest + subq_11.listing + , subq_11.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_22.ds__day - , subq_22.ds__week - , subq_22.ds__month - , subq_22.ds__quarter - , subq_22.ds__year - , subq_22.ds__extract_year - , subq_22.ds__extract_quarter - , subq_22.ds__extract_month - , subq_22.ds__extract_day - , subq_22.ds__extract_dow - , subq_22.ds__extract_doy - , subq_22.created_at__day - , subq_22.created_at__week - , subq_22.created_at__month - , subq_22.created_at__quarter - , subq_22.created_at__year - , subq_22.created_at__extract_year - , subq_22.created_at__extract_quarter - , subq_22.created_at__extract_month - , subq_22.created_at__extract_day - , subq_22.created_at__extract_dow - , subq_22.created_at__extract_doy - , subq_22.listing__ds__day - , subq_22.listing__ds__week - , subq_22.listing__ds__month - , subq_22.listing__ds__quarter - , subq_22.listing__ds__year - , subq_22.listing__ds__extract_year - , subq_22.listing__ds__extract_quarter - , subq_22.listing__ds__extract_month - , subq_22.listing__ds__extract_day - , subq_22.listing__ds__extract_dow - , subq_22.listing__ds__extract_doy - , subq_22.listing__created_at__day - , subq_22.listing__created_at__week - , subq_22.listing__created_at__month - , subq_22.listing__created_at__quarter - , subq_22.listing__created_at__year - , subq_22.listing__created_at__extract_year - , subq_22.listing__created_at__extract_quarter - , subq_22.listing__created_at__extract_month - , subq_22.listing__created_at__extract_day - , subq_22.listing__created_at__extract_dow - , subq_22.listing__created_at__extract_doy - , subq_22.ds__day AS metric_time__day - , subq_22.ds__week AS metric_time__week - , subq_22.ds__month AS metric_time__month - , subq_22.ds__quarter AS metric_time__quarter - , subq_22.ds__year AS metric_time__year - , subq_22.ds__extract_year AS metric_time__extract_year - , subq_22.ds__extract_quarter AS metric_time__extract_quarter - , subq_22.ds__extract_month AS metric_time__extract_month - , subq_22.ds__extract_day AS metric_time__extract_day - , subq_22.ds__extract_dow AS metric_time__extract_dow - , subq_22.ds__extract_doy AS metric_time__extract_doy - , subq_22.listing - , subq_22.user - , subq_22.listing__user - , subq_22.country_latest - , subq_22.is_lux_latest - , subq_22.capacity_latest - , subq_22.listing__country_latest - , subq_22.listing__is_lux_latest - , subq_22.listing__capacity_latest - , subq_22.listings - , subq_22.largest_listing - , subq_22.smallest_listing + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.created_at__day + , subq_10.created_at__week + , subq_10.created_at__month + , subq_10.created_at__quarter + , subq_10.created_at__year + , subq_10.created_at__extract_year + , subq_10.created_at__extract_quarter + , subq_10.created_at__extract_month + , subq_10.created_at__extract_day + , subq_10.created_at__extract_dow + , subq_10.created_at__extract_doy + , subq_10.listing__ds__day + , subq_10.listing__ds__week + , subq_10.listing__ds__month + , subq_10.listing__ds__quarter + , subq_10.listing__ds__year + , subq_10.listing__ds__extract_year + , subq_10.listing__ds__extract_quarter + , subq_10.listing__ds__extract_month + , subq_10.listing__ds__extract_day + , subq_10.listing__ds__extract_dow + , subq_10.listing__ds__extract_doy + , subq_10.listing__created_at__day + , subq_10.listing__created_at__week + , subq_10.listing__created_at__month + , subq_10.listing__created_at__quarter + , subq_10.listing__created_at__year + , subq_10.listing__created_at__extract_year + , subq_10.listing__created_at__extract_quarter + , subq_10.listing__created_at__extract_month + , subq_10.listing__created_at__extract_day + , subq_10.listing__created_at__extract_dow + , subq_10.listing__created_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.user + , subq_10.listing__user + , subq_10.country_latest + , subq_10.is_lux_latest + , subq_10.capacity_latest + , subq_10.listing__country_latest + , subq_10.listing__is_lux_latest + , subq_10.listing__capacity_latest + , subq_10.listings + , subq_10.largest_listing + , subq_10.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -482,257 +482,257 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_22 - ) subq_23 - ) subq_24 + ) subq_10 + ) subq_11 + ) subq_12 ON - subq_21.listing = subq_24.listing - ) subq_25 - ) subq_26 + subq_9.listing = subq_12.listing + ) subq_13 + ) subq_14 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_27 - ) subq_28 - ) subq_29 - ) subq_30 + ) subq_15 + ) subq_16 + ) subq_17 + ) subq_18 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_42.bookings + subq_30.bookings FROM ( -- Aggregate Measures SELECT - SUM(subq_41.bookings) AS bookings + SUM(subq_29.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings',] SELECT - subq_40.bookings + subq_28.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_39.booking__is_instant - , subq_39.listing__is_lux_latest - , subq_39.bookings + subq_27.booking__is_instant + , subq_27.listing__is_lux_latest + , subq_27.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_38.booking__is_instant - , subq_38.listing__is_lux_latest - , subq_38.bookings + subq_26.booking__is_instant + , subq_26.listing__is_lux_latest + , subq_26.bookings FROM ( -- Join Standard Outputs SELECT - subq_34.listing AS listing - , subq_34.booking__is_instant AS booking__is_instant - , subq_37.is_lux_latest AS listing__is_lux_latest - , subq_34.bookings AS bookings + subq_22.listing AS listing + , subq_22.booking__is_instant AS booking__is_instant + , subq_25.is_lux_latest AS listing__is_lux_latest + , subq_22.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_33.listing - , subq_33.booking__is_instant - , subq_33.bookings + subq_21.listing + , subq_21.booking__is_instant + , subq_21.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_32.ds__day - , subq_32.ds__week - , subq_32.ds__month - , subq_32.ds__quarter - , subq_32.ds__year - , subq_32.ds__extract_year - , subq_32.ds__extract_quarter - , subq_32.ds__extract_month - , subq_32.ds__extract_day - , subq_32.ds__extract_dow - , subq_32.ds__extract_doy - , subq_32.ds_partitioned__day - , subq_32.ds_partitioned__week - , subq_32.ds_partitioned__month - , subq_32.ds_partitioned__quarter - , subq_32.ds_partitioned__year - , subq_32.ds_partitioned__extract_year - , subq_32.ds_partitioned__extract_quarter - , subq_32.ds_partitioned__extract_month - , subq_32.ds_partitioned__extract_day - , subq_32.ds_partitioned__extract_dow - , subq_32.ds_partitioned__extract_doy - , subq_32.paid_at__day - , subq_32.paid_at__week - , subq_32.paid_at__month - , subq_32.paid_at__quarter - , subq_32.paid_at__year - , subq_32.paid_at__extract_year - , subq_32.paid_at__extract_quarter - , subq_32.paid_at__extract_month - , subq_32.paid_at__extract_day - , subq_32.paid_at__extract_dow - , subq_32.paid_at__extract_doy - , subq_32.booking__ds__day - , subq_32.booking__ds__week - , subq_32.booking__ds__month - , subq_32.booking__ds__quarter - , subq_32.booking__ds__year - , subq_32.booking__ds__extract_year - , subq_32.booking__ds__extract_quarter - , subq_32.booking__ds__extract_month - , subq_32.booking__ds__extract_day - , subq_32.booking__ds__extract_dow - , subq_32.booking__ds__extract_doy - , subq_32.booking__ds_partitioned__day - , subq_32.booking__ds_partitioned__week - , subq_32.booking__ds_partitioned__month - , subq_32.booking__ds_partitioned__quarter - , subq_32.booking__ds_partitioned__year - , subq_32.booking__ds_partitioned__extract_year - , subq_32.booking__ds_partitioned__extract_quarter - , subq_32.booking__ds_partitioned__extract_month - , subq_32.booking__ds_partitioned__extract_day - , subq_32.booking__ds_partitioned__extract_dow - , subq_32.booking__ds_partitioned__extract_doy - , subq_32.booking__paid_at__day - , subq_32.booking__paid_at__week - , subq_32.booking__paid_at__month - , subq_32.booking__paid_at__quarter - , subq_32.booking__paid_at__year - , subq_32.booking__paid_at__extract_year - , subq_32.booking__paid_at__extract_quarter - , subq_32.booking__paid_at__extract_month - , subq_32.booking__paid_at__extract_day - , subq_32.booking__paid_at__extract_dow - , subq_32.booking__paid_at__extract_doy - , subq_32.metric_time__day - , subq_32.metric_time__week - , subq_32.metric_time__month - , subq_32.metric_time__quarter - , subq_32.metric_time__year - , subq_32.metric_time__extract_year - , subq_32.metric_time__extract_quarter - , subq_32.metric_time__extract_month - , subq_32.metric_time__extract_day - , subq_32.metric_time__extract_dow - , subq_32.metric_time__extract_doy - , subq_32.listing - , subq_32.guest - , subq_32.host - , subq_32.booking__listing - , subq_32.booking__guest - , subq_32.booking__host - , subq_32.is_instant - , subq_32.booking__is_instant - , subq_32.bookings - , subq_32.instant_bookings - , subq_32.booking_value - , subq_32.max_booking_value - , subq_32.min_booking_value - , subq_32.bookers - , subq_32.average_booking_value - , subq_32.referred_bookings - , subq_32.median_booking_value - , subq_32.booking_value_p99 - , subq_32.discrete_booking_value_p99 - , subq_32.approximate_continuous_booking_value_p99 - , subq_32.approximate_discrete_booking_value_p99 + subq_20.ds__day + , subq_20.ds__week + , subq_20.ds__month + , subq_20.ds__quarter + , subq_20.ds__year + , subq_20.ds__extract_year + , subq_20.ds__extract_quarter + , subq_20.ds__extract_month + , subq_20.ds__extract_day + , subq_20.ds__extract_dow + , subq_20.ds__extract_doy + , subq_20.ds_partitioned__day + , subq_20.ds_partitioned__week + , subq_20.ds_partitioned__month + , subq_20.ds_partitioned__quarter + , subq_20.ds_partitioned__year + , subq_20.ds_partitioned__extract_year + , subq_20.ds_partitioned__extract_quarter + , subq_20.ds_partitioned__extract_month + , subq_20.ds_partitioned__extract_day + , subq_20.ds_partitioned__extract_dow + , subq_20.ds_partitioned__extract_doy + , subq_20.paid_at__day + , subq_20.paid_at__week + , subq_20.paid_at__month + , subq_20.paid_at__quarter + , subq_20.paid_at__year + , subq_20.paid_at__extract_year + , subq_20.paid_at__extract_quarter + , subq_20.paid_at__extract_month + , subq_20.paid_at__extract_day + , subq_20.paid_at__extract_dow + , subq_20.paid_at__extract_doy + , subq_20.booking__ds__day + , subq_20.booking__ds__week + , subq_20.booking__ds__month + , subq_20.booking__ds__quarter + , subq_20.booking__ds__year + , subq_20.booking__ds__extract_year + , subq_20.booking__ds__extract_quarter + , subq_20.booking__ds__extract_month + , subq_20.booking__ds__extract_day + , subq_20.booking__ds__extract_dow + , subq_20.booking__ds__extract_doy + , subq_20.booking__ds_partitioned__day + , subq_20.booking__ds_partitioned__week + , subq_20.booking__ds_partitioned__month + , subq_20.booking__ds_partitioned__quarter + , subq_20.booking__ds_partitioned__year + , subq_20.booking__ds_partitioned__extract_year + , subq_20.booking__ds_partitioned__extract_quarter + , subq_20.booking__ds_partitioned__extract_month + , subq_20.booking__ds_partitioned__extract_day + , subq_20.booking__ds_partitioned__extract_dow + , subq_20.booking__ds_partitioned__extract_doy + , subq_20.booking__paid_at__day + , subq_20.booking__paid_at__week + , subq_20.booking__paid_at__month + , subq_20.booking__paid_at__quarter + , subq_20.booking__paid_at__year + , subq_20.booking__paid_at__extract_year + , subq_20.booking__paid_at__extract_quarter + , subq_20.booking__paid_at__extract_month + , subq_20.booking__paid_at__extract_day + , subq_20.booking__paid_at__extract_dow + , subq_20.booking__paid_at__extract_doy + , subq_20.metric_time__day + , subq_20.metric_time__week + , subq_20.metric_time__month + , subq_20.metric_time__quarter + , subq_20.metric_time__year + , subq_20.metric_time__extract_year + , subq_20.metric_time__extract_quarter + , subq_20.metric_time__extract_month + , subq_20.metric_time__extract_day + , subq_20.metric_time__extract_dow + , subq_20.metric_time__extract_doy + , subq_20.listing + , subq_20.guest + , subq_20.host + , subq_20.booking__listing + , subq_20.booking__guest + , subq_20.booking__host + , subq_20.is_instant + , subq_20.booking__is_instant + , subq_20.bookings + , subq_20.instant_bookings + , subq_20.booking_value + , subq_20.max_booking_value + , subq_20.min_booking_value + , subq_20.bookers + , subq_20.average_booking_value + , subq_20.referred_bookings + , subq_20.median_booking_value + , subq_20.booking_value_p99 + , subq_20.discrete_booking_value_p99 + , subq_20.approximate_continuous_booking_value_p99 + , subq_20.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_31.ds__day - , subq_31.ds__week - , subq_31.ds__month - , subq_31.ds__quarter - , subq_31.ds__year - , subq_31.ds__extract_year - , subq_31.ds__extract_quarter - , subq_31.ds__extract_month - , subq_31.ds__extract_day - , subq_31.ds__extract_dow - , subq_31.ds__extract_doy - , subq_31.ds_partitioned__day - , subq_31.ds_partitioned__week - , subq_31.ds_partitioned__month - , subq_31.ds_partitioned__quarter - , subq_31.ds_partitioned__year - , subq_31.ds_partitioned__extract_year - , subq_31.ds_partitioned__extract_quarter - , subq_31.ds_partitioned__extract_month - , subq_31.ds_partitioned__extract_day - , subq_31.ds_partitioned__extract_dow - , subq_31.ds_partitioned__extract_doy - , subq_31.paid_at__day - , subq_31.paid_at__week - , subq_31.paid_at__month - , subq_31.paid_at__quarter - , subq_31.paid_at__year - , subq_31.paid_at__extract_year - , subq_31.paid_at__extract_quarter - , subq_31.paid_at__extract_month - , subq_31.paid_at__extract_day - , subq_31.paid_at__extract_dow - , subq_31.paid_at__extract_doy - , subq_31.booking__ds__day - , subq_31.booking__ds__week - , subq_31.booking__ds__month - , subq_31.booking__ds__quarter - , subq_31.booking__ds__year - , subq_31.booking__ds__extract_year - , subq_31.booking__ds__extract_quarter - , subq_31.booking__ds__extract_month - , subq_31.booking__ds__extract_day - , subq_31.booking__ds__extract_dow - , subq_31.booking__ds__extract_doy - , subq_31.booking__ds_partitioned__day - , subq_31.booking__ds_partitioned__week - , subq_31.booking__ds_partitioned__month - , subq_31.booking__ds_partitioned__quarter - , subq_31.booking__ds_partitioned__year - , subq_31.booking__ds_partitioned__extract_year - , subq_31.booking__ds_partitioned__extract_quarter - , subq_31.booking__ds_partitioned__extract_month - , subq_31.booking__ds_partitioned__extract_day - , subq_31.booking__ds_partitioned__extract_dow - , subq_31.booking__ds_partitioned__extract_doy - , subq_31.booking__paid_at__day - , subq_31.booking__paid_at__week - , subq_31.booking__paid_at__month - , subq_31.booking__paid_at__quarter - , subq_31.booking__paid_at__year - , subq_31.booking__paid_at__extract_year - , subq_31.booking__paid_at__extract_quarter - , subq_31.booking__paid_at__extract_month - , subq_31.booking__paid_at__extract_day - , subq_31.booking__paid_at__extract_dow - , subq_31.booking__paid_at__extract_doy - , subq_31.ds__day AS metric_time__day - , subq_31.ds__week AS metric_time__week - , subq_31.ds__month AS metric_time__month - , subq_31.ds__quarter AS metric_time__quarter - , subq_31.ds__year AS metric_time__year - , subq_31.ds__extract_year AS metric_time__extract_year - , subq_31.ds__extract_quarter AS metric_time__extract_quarter - , subq_31.ds__extract_month AS metric_time__extract_month - , subq_31.ds__extract_day AS metric_time__extract_day - , subq_31.ds__extract_dow AS metric_time__extract_dow - , subq_31.ds__extract_doy AS metric_time__extract_doy - , subq_31.listing - , subq_31.guest - , subq_31.host - , subq_31.booking__listing - , subq_31.booking__guest - , subq_31.booking__host - , subq_31.is_instant - , subq_31.booking__is_instant - , subq_31.bookings - , subq_31.instant_bookings - , subq_31.booking_value - , subq_31.max_booking_value - , subq_31.min_booking_value - , subq_31.bookers - , subq_31.average_booking_value - , subq_31.referred_bookings - , subq_31.median_booking_value - , subq_31.booking_value_p99 - , subq_31.discrete_booking_value_p99 - , subq_31.approximate_continuous_booking_value_p99 - , subq_31.approximate_discrete_booking_value_p99 + subq_19.ds__day + , subq_19.ds__week + , subq_19.ds__month + , subq_19.ds__quarter + , subq_19.ds__year + , subq_19.ds__extract_year + , subq_19.ds__extract_quarter + , subq_19.ds__extract_month + , subq_19.ds__extract_day + , subq_19.ds__extract_dow + , subq_19.ds__extract_doy + , subq_19.ds_partitioned__day + , subq_19.ds_partitioned__week + , subq_19.ds_partitioned__month + , subq_19.ds_partitioned__quarter + , subq_19.ds_partitioned__year + , subq_19.ds_partitioned__extract_year + , subq_19.ds_partitioned__extract_quarter + , subq_19.ds_partitioned__extract_month + , subq_19.ds_partitioned__extract_day + , subq_19.ds_partitioned__extract_dow + , subq_19.ds_partitioned__extract_doy + , subq_19.paid_at__day + , subq_19.paid_at__week + , subq_19.paid_at__month + , subq_19.paid_at__quarter + , subq_19.paid_at__year + , subq_19.paid_at__extract_year + , subq_19.paid_at__extract_quarter + , subq_19.paid_at__extract_month + , subq_19.paid_at__extract_day + , subq_19.paid_at__extract_dow + , subq_19.paid_at__extract_doy + , subq_19.booking__ds__day + , subq_19.booking__ds__week + , subq_19.booking__ds__month + , subq_19.booking__ds__quarter + , subq_19.booking__ds__year + , subq_19.booking__ds__extract_year + , subq_19.booking__ds__extract_quarter + , subq_19.booking__ds__extract_month + , subq_19.booking__ds__extract_day + , subq_19.booking__ds__extract_dow + , subq_19.booking__ds__extract_doy + , subq_19.booking__ds_partitioned__day + , subq_19.booking__ds_partitioned__week + , subq_19.booking__ds_partitioned__month + , subq_19.booking__ds_partitioned__quarter + , subq_19.booking__ds_partitioned__year + , subq_19.booking__ds_partitioned__extract_year + , subq_19.booking__ds_partitioned__extract_quarter + , subq_19.booking__ds_partitioned__extract_month + , subq_19.booking__ds_partitioned__extract_day + , subq_19.booking__ds_partitioned__extract_dow + , subq_19.booking__ds_partitioned__extract_doy + , subq_19.booking__paid_at__day + , subq_19.booking__paid_at__week + , subq_19.booking__paid_at__month + , subq_19.booking__paid_at__quarter + , subq_19.booking__paid_at__year + , subq_19.booking__paid_at__extract_year + , subq_19.booking__paid_at__extract_quarter + , subq_19.booking__paid_at__extract_month + , subq_19.booking__paid_at__extract_day + , subq_19.booking__paid_at__extract_dow + , subq_19.booking__paid_at__extract_doy + , subq_19.ds__day AS metric_time__day + , subq_19.ds__week AS metric_time__week + , subq_19.ds__month AS metric_time__month + , subq_19.ds__quarter AS metric_time__quarter + , subq_19.ds__year AS metric_time__year + , subq_19.ds__extract_year AS metric_time__extract_year + , subq_19.ds__extract_quarter AS metric_time__extract_quarter + , subq_19.ds__extract_month AS metric_time__extract_month + , subq_19.ds__extract_day AS metric_time__extract_day + , subq_19.ds__extract_dow AS metric_time__extract_dow + , subq_19.ds__extract_doy AS metric_time__extract_doy + , subq_19.listing + , subq_19.guest + , subq_19.host + , subq_19.booking__listing + , subq_19.booking__guest + , subq_19.booking__host + , subq_19.is_instant + , subq_19.booking__is_instant + , subq_19.bookings + , subq_19.instant_bookings + , subq_19.booking_value + , subq_19.max_booking_value + , subq_19.min_booking_value + , subq_19.bookers + , subq_19.average_booking_value + , subq_19.referred_bookings + , subq_19.median_booking_value + , subq_19.booking_value_p99 + , subq_19.discrete_booking_value_p99 + , subq_19.approximate_continuous_booking_value_p99 + , subq_19.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -825,86 +825,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_31 - ) subq_32 + ) subq_19 + ) subq_20 WHERE booking__is_instant - ) subq_33 - ) subq_34 + ) subq_21 + ) subq_22 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_36.listing - , subq_36.is_lux_latest + subq_24.listing + , subq_24.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_35.ds__day - , subq_35.ds__week - , subq_35.ds__month - , subq_35.ds__quarter - , subq_35.ds__year - , subq_35.ds__extract_year - , subq_35.ds__extract_quarter - , subq_35.ds__extract_month - , subq_35.ds__extract_day - , subq_35.ds__extract_dow - , subq_35.ds__extract_doy - , subq_35.created_at__day - , subq_35.created_at__week - , subq_35.created_at__month - , subq_35.created_at__quarter - , subq_35.created_at__year - , subq_35.created_at__extract_year - , subq_35.created_at__extract_quarter - , subq_35.created_at__extract_month - , subq_35.created_at__extract_day - , subq_35.created_at__extract_dow - , subq_35.created_at__extract_doy - , subq_35.listing__ds__day - , subq_35.listing__ds__week - , subq_35.listing__ds__month - , subq_35.listing__ds__quarter - , subq_35.listing__ds__year - , subq_35.listing__ds__extract_year - , subq_35.listing__ds__extract_quarter - , subq_35.listing__ds__extract_month - , subq_35.listing__ds__extract_day - , subq_35.listing__ds__extract_dow - , subq_35.listing__ds__extract_doy - , subq_35.listing__created_at__day - , subq_35.listing__created_at__week - , subq_35.listing__created_at__month - , subq_35.listing__created_at__quarter - , subq_35.listing__created_at__year - , subq_35.listing__created_at__extract_year - , subq_35.listing__created_at__extract_quarter - , subq_35.listing__created_at__extract_month - , subq_35.listing__created_at__extract_day - , subq_35.listing__created_at__extract_dow - , subq_35.listing__created_at__extract_doy - , subq_35.ds__day AS metric_time__day - , subq_35.ds__week AS metric_time__week - , subq_35.ds__month AS metric_time__month - , subq_35.ds__quarter AS metric_time__quarter - , subq_35.ds__year AS metric_time__year - , subq_35.ds__extract_year AS metric_time__extract_year - , subq_35.ds__extract_quarter AS metric_time__extract_quarter - , subq_35.ds__extract_month AS metric_time__extract_month - , subq_35.ds__extract_day AS metric_time__extract_day - , subq_35.ds__extract_dow AS metric_time__extract_dow - , subq_35.ds__extract_doy AS metric_time__extract_doy - , subq_35.listing - , subq_35.user - , subq_35.listing__user - , subq_35.country_latest - , subq_35.is_lux_latest - , subq_35.capacity_latest - , subq_35.listing__country_latest - , subq_35.listing__is_lux_latest - , subq_35.listing__capacity_latest - , subq_35.listings - , subq_35.largest_listing - , subq_35.smallest_listing + subq_23.ds__day + , subq_23.ds__week + , subq_23.ds__month + , subq_23.ds__quarter + , subq_23.ds__year + , subq_23.ds__extract_year + , subq_23.ds__extract_quarter + , subq_23.ds__extract_month + , subq_23.ds__extract_day + , subq_23.ds__extract_dow + , subq_23.ds__extract_doy + , subq_23.created_at__day + , subq_23.created_at__week + , subq_23.created_at__month + , subq_23.created_at__quarter + , subq_23.created_at__year + , subq_23.created_at__extract_year + , subq_23.created_at__extract_quarter + , subq_23.created_at__extract_month + , subq_23.created_at__extract_day + , subq_23.created_at__extract_dow + , subq_23.created_at__extract_doy + , subq_23.listing__ds__day + , subq_23.listing__ds__week + , subq_23.listing__ds__month + , subq_23.listing__ds__quarter + , subq_23.listing__ds__year + , subq_23.listing__ds__extract_year + , subq_23.listing__ds__extract_quarter + , subq_23.listing__ds__extract_month + , subq_23.listing__ds__extract_day + , subq_23.listing__ds__extract_dow + , subq_23.listing__ds__extract_doy + , subq_23.listing__created_at__day + , subq_23.listing__created_at__week + , subq_23.listing__created_at__month + , subq_23.listing__created_at__quarter + , subq_23.listing__created_at__year + , subq_23.listing__created_at__extract_year + , subq_23.listing__created_at__extract_quarter + , subq_23.listing__created_at__extract_month + , subq_23.listing__created_at__extract_day + , subq_23.listing__created_at__extract_dow + , subq_23.listing__created_at__extract_doy + , subq_23.ds__day AS metric_time__day + , subq_23.ds__week AS metric_time__week + , subq_23.ds__month AS metric_time__month + , subq_23.ds__quarter AS metric_time__quarter + , subq_23.ds__year AS metric_time__year + , subq_23.ds__extract_year AS metric_time__extract_year + , subq_23.ds__extract_quarter AS metric_time__extract_quarter + , subq_23.ds__extract_month AS metric_time__extract_month + , subq_23.ds__extract_day AS metric_time__extract_day + , subq_23.ds__extract_dow AS metric_time__extract_dow + , subq_23.ds__extract_doy AS metric_time__extract_doy + , subq_23.listing + , subq_23.user + , subq_23.listing__user + , subq_23.country_latest + , subq_23.is_lux_latest + , subq_23.capacity_latest + , subq_23.listing__country_latest + , subq_23.listing__is_lux_latest + , subq_23.listing__capacity_latest + , subq_23.listings + , subq_23.largest_listing + , subq_23.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -965,242 +965,242 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_35 - ) subq_36 - ) subq_37 + ) subq_23 + ) subq_24 + ) subq_25 ON - subq_34.listing = subq_37.listing - ) subq_38 - ) subq_39 + subq_22.listing = subq_25.listing + ) subq_26 + ) subq_27 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_40 - ) subq_41 - ) subq_42 - ) subq_43 + ) subq_28 + ) subq_29 + ) subq_30 + ) subq_31 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_50.booking_value + subq_38.booking_value FROM ( -- Aggregate Measures SELECT - SUM(subq_49.booking_value) AS booking_value + SUM(subq_37.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value',] SELECT - subq_48.booking_value + subq_36.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_47.booking__is_instant - , subq_47.booking_value + subq_35.booking__is_instant + , subq_35.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - subq_46.booking__is_instant - , subq_46.booking_value + subq_34.booking__is_instant + , subq_34.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_45.ds__day - , subq_45.ds__week - , subq_45.ds__month - , subq_45.ds__quarter - , subq_45.ds__year - , subq_45.ds__extract_year - , subq_45.ds__extract_quarter - , subq_45.ds__extract_month - , subq_45.ds__extract_day - , subq_45.ds__extract_dow - , subq_45.ds__extract_doy - , subq_45.ds_partitioned__day - , subq_45.ds_partitioned__week - , subq_45.ds_partitioned__month - , subq_45.ds_partitioned__quarter - , subq_45.ds_partitioned__year - , subq_45.ds_partitioned__extract_year - , subq_45.ds_partitioned__extract_quarter - , subq_45.ds_partitioned__extract_month - , subq_45.ds_partitioned__extract_day - , subq_45.ds_partitioned__extract_dow - , subq_45.ds_partitioned__extract_doy - , subq_45.paid_at__day - , subq_45.paid_at__week - , subq_45.paid_at__month - , subq_45.paid_at__quarter - , subq_45.paid_at__year - , subq_45.paid_at__extract_year - , subq_45.paid_at__extract_quarter - , subq_45.paid_at__extract_month - , subq_45.paid_at__extract_day - , subq_45.paid_at__extract_dow - , subq_45.paid_at__extract_doy - , subq_45.booking__ds__day - , subq_45.booking__ds__week - , subq_45.booking__ds__month - , subq_45.booking__ds__quarter - , subq_45.booking__ds__year - , subq_45.booking__ds__extract_year - , subq_45.booking__ds__extract_quarter - , subq_45.booking__ds__extract_month - , subq_45.booking__ds__extract_day - , subq_45.booking__ds__extract_dow - , subq_45.booking__ds__extract_doy - , subq_45.booking__ds_partitioned__day - , subq_45.booking__ds_partitioned__week - , subq_45.booking__ds_partitioned__month - , subq_45.booking__ds_partitioned__quarter - , subq_45.booking__ds_partitioned__year - , subq_45.booking__ds_partitioned__extract_year - , subq_45.booking__ds_partitioned__extract_quarter - , subq_45.booking__ds_partitioned__extract_month - , subq_45.booking__ds_partitioned__extract_day - , subq_45.booking__ds_partitioned__extract_dow - , subq_45.booking__ds_partitioned__extract_doy - , subq_45.booking__paid_at__day - , subq_45.booking__paid_at__week - , subq_45.booking__paid_at__month - , subq_45.booking__paid_at__quarter - , subq_45.booking__paid_at__year - , subq_45.booking__paid_at__extract_year - , subq_45.booking__paid_at__extract_quarter - , subq_45.booking__paid_at__extract_month - , subq_45.booking__paid_at__extract_day - , subq_45.booking__paid_at__extract_dow - , subq_45.booking__paid_at__extract_doy - , subq_45.metric_time__day - , subq_45.metric_time__week - , subq_45.metric_time__month - , subq_45.metric_time__quarter - , subq_45.metric_time__year - , subq_45.metric_time__extract_year - , subq_45.metric_time__extract_quarter - , subq_45.metric_time__extract_month - , subq_45.metric_time__extract_day - , subq_45.metric_time__extract_dow - , subq_45.metric_time__extract_doy - , subq_45.listing - , subq_45.guest - , subq_45.host - , subq_45.booking__listing - , subq_45.booking__guest - , subq_45.booking__host - , subq_45.is_instant - , subq_45.booking__is_instant - , subq_45.bookings - , subq_45.instant_bookings - , subq_45.booking_value - , subq_45.max_booking_value - , subq_45.min_booking_value - , subq_45.bookers - , subq_45.average_booking_value - , subq_45.referred_bookings - , subq_45.median_booking_value - , subq_45.booking_value_p99 - , subq_45.discrete_booking_value_p99 - , subq_45.approximate_continuous_booking_value_p99 - , subq_45.approximate_discrete_booking_value_p99 + subq_33.ds__day + , subq_33.ds__week + , subq_33.ds__month + , subq_33.ds__quarter + , subq_33.ds__year + , subq_33.ds__extract_year + , subq_33.ds__extract_quarter + , subq_33.ds__extract_month + , subq_33.ds__extract_day + , subq_33.ds__extract_dow + , subq_33.ds__extract_doy + , subq_33.ds_partitioned__day + , subq_33.ds_partitioned__week + , subq_33.ds_partitioned__month + , subq_33.ds_partitioned__quarter + , subq_33.ds_partitioned__year + , subq_33.ds_partitioned__extract_year + , subq_33.ds_partitioned__extract_quarter + , subq_33.ds_partitioned__extract_month + , subq_33.ds_partitioned__extract_day + , subq_33.ds_partitioned__extract_dow + , subq_33.ds_partitioned__extract_doy + , subq_33.paid_at__day + , subq_33.paid_at__week + , subq_33.paid_at__month + , subq_33.paid_at__quarter + , subq_33.paid_at__year + , subq_33.paid_at__extract_year + , subq_33.paid_at__extract_quarter + , subq_33.paid_at__extract_month + , subq_33.paid_at__extract_day + , subq_33.paid_at__extract_dow + , subq_33.paid_at__extract_doy + , subq_33.booking__ds__day + , subq_33.booking__ds__week + , subq_33.booking__ds__month + , subq_33.booking__ds__quarter + , subq_33.booking__ds__year + , subq_33.booking__ds__extract_year + , subq_33.booking__ds__extract_quarter + , subq_33.booking__ds__extract_month + , subq_33.booking__ds__extract_day + , subq_33.booking__ds__extract_dow + , subq_33.booking__ds__extract_doy + , subq_33.booking__ds_partitioned__day + , subq_33.booking__ds_partitioned__week + , subq_33.booking__ds_partitioned__month + , subq_33.booking__ds_partitioned__quarter + , subq_33.booking__ds_partitioned__year + , subq_33.booking__ds_partitioned__extract_year + , subq_33.booking__ds_partitioned__extract_quarter + , subq_33.booking__ds_partitioned__extract_month + , subq_33.booking__ds_partitioned__extract_day + , subq_33.booking__ds_partitioned__extract_dow + , subq_33.booking__ds_partitioned__extract_doy + , subq_33.booking__paid_at__day + , subq_33.booking__paid_at__week + , subq_33.booking__paid_at__month + , subq_33.booking__paid_at__quarter + , subq_33.booking__paid_at__year + , subq_33.booking__paid_at__extract_year + , subq_33.booking__paid_at__extract_quarter + , subq_33.booking__paid_at__extract_month + , subq_33.booking__paid_at__extract_day + , subq_33.booking__paid_at__extract_dow + , subq_33.booking__paid_at__extract_doy + , subq_33.metric_time__day + , subq_33.metric_time__week + , subq_33.metric_time__month + , subq_33.metric_time__quarter + , subq_33.metric_time__year + , subq_33.metric_time__extract_year + , subq_33.metric_time__extract_quarter + , subq_33.metric_time__extract_month + , subq_33.metric_time__extract_day + , subq_33.metric_time__extract_dow + , subq_33.metric_time__extract_doy + , subq_33.listing + , subq_33.guest + , subq_33.host + , subq_33.booking__listing + , subq_33.booking__guest + , subq_33.booking__host + , subq_33.is_instant + , subq_33.booking__is_instant + , subq_33.bookings + , subq_33.instant_bookings + , subq_33.booking_value + , subq_33.max_booking_value + , subq_33.min_booking_value + , subq_33.bookers + , subq_33.average_booking_value + , subq_33.referred_bookings + , subq_33.median_booking_value + , subq_33.booking_value_p99 + , subq_33.discrete_booking_value_p99 + , subq_33.approximate_continuous_booking_value_p99 + , subq_33.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_44.ds__day - , subq_44.ds__week - , subq_44.ds__month - , subq_44.ds__quarter - , subq_44.ds__year - , subq_44.ds__extract_year - , subq_44.ds__extract_quarter - , subq_44.ds__extract_month - , subq_44.ds__extract_day - , subq_44.ds__extract_dow - , subq_44.ds__extract_doy - , subq_44.ds_partitioned__day - , subq_44.ds_partitioned__week - , subq_44.ds_partitioned__month - , subq_44.ds_partitioned__quarter - , subq_44.ds_partitioned__year - , subq_44.ds_partitioned__extract_year - , subq_44.ds_partitioned__extract_quarter - , subq_44.ds_partitioned__extract_month - , subq_44.ds_partitioned__extract_day - , subq_44.ds_partitioned__extract_dow - , subq_44.ds_partitioned__extract_doy - , subq_44.paid_at__day - , subq_44.paid_at__week - , subq_44.paid_at__month - , subq_44.paid_at__quarter - , subq_44.paid_at__year - , subq_44.paid_at__extract_year - , subq_44.paid_at__extract_quarter - , subq_44.paid_at__extract_month - , subq_44.paid_at__extract_day - , subq_44.paid_at__extract_dow - , subq_44.paid_at__extract_doy - , subq_44.booking__ds__day - , subq_44.booking__ds__week - , subq_44.booking__ds__month - , subq_44.booking__ds__quarter - , subq_44.booking__ds__year - , subq_44.booking__ds__extract_year - , subq_44.booking__ds__extract_quarter - , subq_44.booking__ds__extract_month - , subq_44.booking__ds__extract_day - , subq_44.booking__ds__extract_dow - , subq_44.booking__ds__extract_doy - , subq_44.booking__ds_partitioned__day - , subq_44.booking__ds_partitioned__week - , subq_44.booking__ds_partitioned__month - , subq_44.booking__ds_partitioned__quarter - , subq_44.booking__ds_partitioned__year - , subq_44.booking__ds_partitioned__extract_year - , subq_44.booking__ds_partitioned__extract_quarter - , subq_44.booking__ds_partitioned__extract_month - , subq_44.booking__ds_partitioned__extract_day - , subq_44.booking__ds_partitioned__extract_dow - , subq_44.booking__ds_partitioned__extract_doy - , subq_44.booking__paid_at__day - , subq_44.booking__paid_at__week - , subq_44.booking__paid_at__month - , subq_44.booking__paid_at__quarter - , subq_44.booking__paid_at__year - , subq_44.booking__paid_at__extract_year - , subq_44.booking__paid_at__extract_quarter - , subq_44.booking__paid_at__extract_month - , subq_44.booking__paid_at__extract_day - , subq_44.booking__paid_at__extract_dow - , subq_44.booking__paid_at__extract_doy - , subq_44.ds__day AS metric_time__day - , subq_44.ds__week AS metric_time__week - , subq_44.ds__month AS metric_time__month - , subq_44.ds__quarter AS metric_time__quarter - , subq_44.ds__year AS metric_time__year - , subq_44.ds__extract_year AS metric_time__extract_year - , subq_44.ds__extract_quarter AS metric_time__extract_quarter - , subq_44.ds__extract_month AS metric_time__extract_month - , subq_44.ds__extract_day AS metric_time__extract_day - , subq_44.ds__extract_dow AS metric_time__extract_dow - , subq_44.ds__extract_doy AS metric_time__extract_doy - , subq_44.listing - , subq_44.guest - , subq_44.host - , subq_44.booking__listing - , subq_44.booking__guest - , subq_44.booking__host - , subq_44.is_instant - , subq_44.booking__is_instant - , subq_44.bookings - , subq_44.instant_bookings - , subq_44.booking_value - , subq_44.max_booking_value - , subq_44.min_booking_value - , subq_44.bookers - , subq_44.average_booking_value - , subq_44.referred_bookings - , subq_44.median_booking_value - , subq_44.booking_value_p99 - , subq_44.discrete_booking_value_p99 - , subq_44.approximate_continuous_booking_value_p99 - , subq_44.approximate_discrete_booking_value_p99 + subq_32.ds__day + , subq_32.ds__week + , subq_32.ds__month + , subq_32.ds__quarter + , subq_32.ds__year + , subq_32.ds__extract_year + , subq_32.ds__extract_quarter + , subq_32.ds__extract_month + , subq_32.ds__extract_day + , subq_32.ds__extract_dow + , subq_32.ds__extract_doy + , subq_32.ds_partitioned__day + , subq_32.ds_partitioned__week + , subq_32.ds_partitioned__month + , subq_32.ds_partitioned__quarter + , subq_32.ds_partitioned__year + , subq_32.ds_partitioned__extract_year + , subq_32.ds_partitioned__extract_quarter + , subq_32.ds_partitioned__extract_month + , subq_32.ds_partitioned__extract_day + , subq_32.ds_partitioned__extract_dow + , subq_32.ds_partitioned__extract_doy + , subq_32.paid_at__day + , subq_32.paid_at__week + , subq_32.paid_at__month + , subq_32.paid_at__quarter + , subq_32.paid_at__year + , subq_32.paid_at__extract_year + , subq_32.paid_at__extract_quarter + , subq_32.paid_at__extract_month + , subq_32.paid_at__extract_day + , subq_32.paid_at__extract_dow + , subq_32.paid_at__extract_doy + , subq_32.booking__ds__day + , subq_32.booking__ds__week + , subq_32.booking__ds__month + , subq_32.booking__ds__quarter + , subq_32.booking__ds__year + , subq_32.booking__ds__extract_year + , subq_32.booking__ds__extract_quarter + , subq_32.booking__ds__extract_month + , subq_32.booking__ds__extract_day + , subq_32.booking__ds__extract_dow + , subq_32.booking__ds__extract_doy + , subq_32.booking__ds_partitioned__day + , subq_32.booking__ds_partitioned__week + , subq_32.booking__ds_partitioned__month + , subq_32.booking__ds_partitioned__quarter + , subq_32.booking__ds_partitioned__year + , subq_32.booking__ds_partitioned__extract_year + , subq_32.booking__ds_partitioned__extract_quarter + , subq_32.booking__ds_partitioned__extract_month + , subq_32.booking__ds_partitioned__extract_day + , subq_32.booking__ds_partitioned__extract_dow + , subq_32.booking__ds_partitioned__extract_doy + , subq_32.booking__paid_at__day + , subq_32.booking__paid_at__week + , subq_32.booking__paid_at__month + , subq_32.booking__paid_at__quarter + , subq_32.booking__paid_at__year + , subq_32.booking__paid_at__extract_year + , subq_32.booking__paid_at__extract_quarter + , subq_32.booking__paid_at__extract_month + , subq_32.booking__paid_at__extract_day + , subq_32.booking__paid_at__extract_dow + , subq_32.booking__paid_at__extract_doy + , subq_32.ds__day AS metric_time__day + , subq_32.ds__week AS metric_time__week + , subq_32.ds__month AS metric_time__month + , subq_32.ds__quarter AS metric_time__quarter + , subq_32.ds__year AS metric_time__year + , subq_32.ds__extract_year AS metric_time__extract_year + , subq_32.ds__extract_quarter AS metric_time__extract_quarter + , subq_32.ds__extract_month AS metric_time__extract_month + , subq_32.ds__extract_day AS metric_time__extract_day + , subq_32.ds__extract_dow AS metric_time__extract_dow + , subq_32.ds__extract_doy AS metric_time__extract_doy + , subq_32.listing + , subq_32.guest + , subq_32.host + , subq_32.booking__listing + , subq_32.booking__guest + , subq_32.booking__host + , subq_32.is_instant + , subq_32.booking__is_instant + , subq_32.bookings + , subq_32.instant_bookings + , subq_32.booking_value + , subq_32.max_booking_value + , subq_32.min_booking_value + , subq_32.bookers + , subq_32.average_booking_value + , subq_32.referred_bookings + , subq_32.median_booking_value + , subq_32.booking_value_p99 + , subq_32.discrete_booking_value_p99 + , subq_32.approximate_continuous_booking_value_p99 + , subq_32.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -1293,15 +1293,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_44 - ) subq_45 + ) subq_32 + ) subq_33 WHERE booking__is_instant - ) subq_46 - ) subq_47 + ) subq_34 + ) subq_35 WHERE booking__is_instant - ) subq_48 - ) subq_49 - ) subq_50 - ) subq_51 - ) subq_52 -) subq_53 + ) subq_36 + ) subq_37 + ) subq_38 + ) subq_39 + ) subq_40 +) subq_41 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_nested_filters__plan0_optimized.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_nested_filters__plan0_optimized.sql index a0fdc735bd..60a09b752b 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_nested_filters__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_nested_filters__plan0_optimized.sql @@ -8,9 +8,9 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_66.average_booking_value) AS average_booking_value - , MAX(subq_79.bookings) AS bookings - , MAX(subq_87.booking_value) AS booking_value + MAX(subq_54.average_booking_value) AS average_booking_value + , MAX(subq_67.bookings) AS bookings + , MAX(subq_75.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value',] @@ -22,9 +22,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_57.booking__is_instant AS booking__is_instant + subq_45.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_57.average_booking_value AS average_booking_value + , subq_45.average_booking_value AS average_booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] @@ -40,16 +40,16 @@ FROM ( , is_instant AS booking__is_instant , booking_value AS average_booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_55 + ) subq_43 WHERE booking__is_instant - ) subq_57 + ) subq_45 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_57.listing = listings_latest_src_28000.listing_id - ) subq_62 + subq_45.listing = listings_latest_src_28000.listing_id + ) subq_50 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_66 + ) subq_54 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings',] @@ -61,9 +61,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_70.booking__is_instant AS booking__is_instant + subq_58.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_70.bookings AS bookings + , subq_58.bookings AS bookings FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] @@ -79,16 +79,16 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_68 + ) subq_56 WHERE booking__is_instant - ) subq_70 + ) subq_58 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_70.listing = listings_latest_src_28000.listing_id - ) subq_75 + subq_58.listing = listings_latest_src_28000.listing_id + ) subq_63 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_79 + ) subq_67 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value',] @@ -109,10 +109,10 @@ FROM ( is_instant AS booking__is_instant , booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_81 + ) subq_69 WHERE booking__is_instant - ) subq_83 + ) subq_71 WHERE booking__is_instant - ) subq_87 - ) subq_88 -) subq_89 + ) subq_75 + ) subq_76 +) subq_77 diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/DuckDB/test_dimension_values_with_a_join_and_a_filter__plan0.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/DuckDB/test_dimension_values_with_a_join_and_a_filter__plan0.sql index 77721d6e67..d736ad0d03 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/DuckDB/test_dimension_values_with_a_join_and_a_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/DuckDB/test_dimension_values_with_a_join_and_a_filter__plan0.sql @@ -1,127 +1,127 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest'] SELECT - subq_7.listing__is_lux_latest - , subq_7.user__home_state_latest + subq_4.listing__is_lux_latest + , subq_4.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.created_at__day - , subq_6.created_at__week - , subq_6.created_at__month - , subq_6.created_at__quarter - , subq_6.created_at__year - , subq_6.created_at__extract_year - , subq_6.created_at__extract_quarter - , subq_6.created_at__extract_month - , subq_6.created_at__extract_day - , subq_6.created_at__extract_dow - , subq_6.created_at__extract_doy - , subq_6.listing__ds__day - , subq_6.listing__ds__week - , subq_6.listing__ds__month - , subq_6.listing__ds__quarter - , subq_6.listing__ds__year - , subq_6.listing__ds__extract_year - , subq_6.listing__ds__extract_quarter - , subq_6.listing__ds__extract_month - , subq_6.listing__ds__extract_day - , subq_6.listing__ds__extract_dow - , subq_6.listing__ds__extract_doy - , subq_6.listing__created_at__day - , subq_6.listing__created_at__week - , subq_6.listing__created_at__month - , subq_6.listing__created_at__quarter - , subq_6.listing__created_at__year - , subq_6.listing__created_at__extract_year - , subq_6.listing__created_at__extract_quarter - , subq_6.listing__created_at__extract_month - , subq_6.listing__created_at__extract_day - , subq_6.listing__created_at__extract_dow - , subq_6.listing__created_at__extract_doy - , subq_6.listing - , subq_6.user - , subq_6.listing__user - , subq_6.country_latest - , subq_6.is_lux_latest - , subq_6.capacity_latest - , subq_6.listing__country_latest - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.user__home_state_latest - , subq_6.listings - , subq_6.largest_listing - , subq_6.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.user__home_state_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_2.ds__day AS ds__day - , subq_2.ds__week AS ds__week - , subq_2.ds__month AS ds__month - , subq_2.ds__quarter AS ds__quarter - , subq_2.ds__year AS ds__year - , subq_2.ds__extract_year AS ds__extract_year - , subq_2.ds__extract_quarter AS ds__extract_quarter - , subq_2.ds__extract_month AS ds__extract_month - , subq_2.ds__extract_day AS ds__extract_day - , subq_2.ds__extract_dow AS ds__extract_dow - , subq_2.ds__extract_doy AS ds__extract_doy - , subq_2.created_at__day AS created_at__day - , subq_2.created_at__week AS created_at__week - , subq_2.created_at__month AS created_at__month - , subq_2.created_at__quarter AS created_at__quarter - , subq_2.created_at__year AS created_at__year - , subq_2.created_at__extract_year AS created_at__extract_year - , subq_2.created_at__extract_quarter AS created_at__extract_quarter - , subq_2.created_at__extract_month AS created_at__extract_month - , subq_2.created_at__extract_day AS created_at__extract_day - , subq_2.created_at__extract_dow AS created_at__extract_dow - , subq_2.created_at__extract_doy AS created_at__extract_doy - , subq_2.listing__ds__day AS listing__ds__day - , subq_2.listing__ds__week AS listing__ds__week - , subq_2.listing__ds__month AS listing__ds__month - , subq_2.listing__ds__quarter AS listing__ds__quarter - , subq_2.listing__ds__year AS listing__ds__year - , subq_2.listing__ds__extract_year AS listing__ds__extract_year - , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_2.listing__ds__extract_month AS listing__ds__extract_month - , subq_2.listing__ds__extract_day AS listing__ds__extract_day - , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_2.listing__created_at__day AS listing__created_at__day - , subq_2.listing__created_at__week AS listing__created_at__week - , subq_2.listing__created_at__month AS listing__created_at__month - , subq_2.listing__created_at__quarter AS listing__created_at__quarter - , subq_2.listing__created_at__year AS listing__created_at__year - , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_2.listing AS listing - , subq_2.user AS user - , subq_2.listing__user AS listing__user - , subq_2.country_latest AS country_latest - , subq_2.is_lux_latest AS is_lux_latest - , subq_2.capacity_latest AS capacity_latest - , subq_2.listing__country_latest AS listing__country_latest - , subq_2.listing__is_lux_latest AS listing__is_lux_latest - , subq_2.listing__capacity_latest AS listing__capacity_latest - , subq_5.home_state_latest AS user__home_state_latest - , subq_2.listings AS listings - , subq_2.largest_listing AS largest_listing - , subq_2.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_2.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -182,78 +182,48 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 + ) subq_0 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_4.user - , subq_4.home_state_latest + subq_1.user + , subq_1.home_state_latest FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'users_latest' SELECT - subq_3.ds_latest__day - , subq_3.ds_latest__week - , subq_3.ds_latest__month - , subq_3.ds_latest__quarter - , subq_3.ds_latest__year - , subq_3.ds_latest__extract_year - , subq_3.ds_latest__extract_quarter - , subq_3.ds_latest__extract_month - , subq_3.ds_latest__extract_day - , subq_3.ds_latest__extract_dow - , subq_3.ds_latest__extract_doy - , subq_3.user__ds_latest__day - , subq_3.user__ds_latest__week - , subq_3.user__ds_latest__month - , subq_3.user__ds_latest__quarter - , subq_3.user__ds_latest__year - , subq_3.user__ds_latest__extract_year - , subq_3.user__ds_latest__extract_quarter - , subq_3.user__ds_latest__extract_month - , subq_3.user__ds_latest__extract_day - , subq_3.user__ds_latest__extract_dow - , subq_3.user__ds_latest__extract_doy - , subq_3.user - , subq_3.home_state_latest - , subq_3.user__home_state_latest - FROM ( - -- Read Elements From Semantic Model 'users_latest' - SELECT - DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day - , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy - , users_latest_src_28000.home_state_latest - , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day - , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy - , users_latest_src_28000.home_state_latest AS user__home_state_latest - , users_latest_src_28000.user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_3 - WHERE user__home_state_latest = 'us' - ) subq_4 - ) subq_5 + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_1 + ) subq_2 ON - subq_2.user = subq_5.user - ) subq_6 + subq_0.user = subq_2.user + ) subq_3 WHERE user__home_state_latest = 'us' -) subq_7 +) subq_4 GROUP BY - subq_7.listing__is_lux_latest - , subq_7.user__home_state_latest + subq_4.listing__is_lux_latest + , subq_4.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/DuckDB/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/DuckDB/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql index c77b46c217..e54eaffeb6 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/DuckDB/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/DuckDB/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql @@ -7,27 +7,13 @@ FROM ( -- Join Standard Outputs SELECT listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_11.home_state_latest AS user__home_state_latest + , users_latest_src_28000.home_state_latest AS user__home_state_latest FROM ***************************.dim_listings_latest listings_latest_src_28000 - FULL OUTER JOIN ( - -- Constrain Output with WHERE - -- Pass Only Elements: ['home_state_latest', 'user'] - SELECT - subq_9.user - , home_state_latest - FROM ( - -- Read Elements From Semantic Model 'users_latest' - SELECT - home_state_latest - , home_state_latest AS user__home_state_latest - , user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_9 - WHERE user__home_state_latest = 'us' - ) subq_11 + FULL OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 ON - listings_latest_src_28000.user_id = subq_11.user -) subq_12 + listings_latest_src_28000.user_id = users_latest_src_28000.user_id +) subq_8 WHERE user__home_state_latest = 'us' GROUP BY listing__is_lux_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/test_dimension_values_with_a_join_and_a_filter__plan0.xml b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/test_dimension_values_with_a_join_and_a_filter__plan0.xml index de0e529736..ff2c1449de 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/test_dimension_values_with_a_join_and_a_filter__plan0.xml +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/test_dimension_values_with_a_join_and_a_filter__plan0.xml @@ -1,428 +1,418 @@ - + - + - - + + - + - + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - - + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - + + + + - - + + - + - + - + - + - + - + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - + - - - - - - - - - - + + + + + + + + + + - - + + @@ -670,281 +660,149 @@ - - - - - - - - + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0.sql index 795a470587..7e727a5e96 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0.sql @@ -1,76 +1,76 @@ -- Compute Metrics via Expressions SELECT - subq_27.third_hop_count + subq_25.third_hop_count FROM ( -- Aggregate Measures SELECT - COUNT(DISTINCT subq_26.third_hop_count) AS third_hop_count + COUNT(DISTINCT subq_24.third_hop_count) AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count',] SELECT - subq_25.third_hop_count + subq_23.third_hop_count FROM ( -- Constrain Output with WHERE SELECT - subq_24.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_24.third_hop_count + subq_22.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_22.third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_23.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_23.third_hop_count + subq_21.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_21.third_hop_count FROM ( -- Join Standard Outputs SELECT - subq_13.customer_third_hop_id AS customer_third_hop_id - , subq_22.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id - , subq_22.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_13.third_hop_count AS third_hop_count + subq_11.customer_third_hop_id AS customer_third_hop_id + , subq_20.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_20.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_11.third_hop_count AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] SELECT - subq_12.customer_third_hop_id - , subq_12.third_hop_count + subq_10.customer_third_hop_id + , subq_10.third_hop_count FROM ( -- Metric Time Dimension 'third_hop_ds' SELECT - subq_11.third_hop_ds__day - , subq_11.third_hop_ds__week - , subq_11.third_hop_ds__month - , subq_11.third_hop_ds__quarter - , subq_11.third_hop_ds__year - , subq_11.third_hop_ds__extract_year - , subq_11.third_hop_ds__extract_quarter - , subq_11.third_hop_ds__extract_month - , subq_11.third_hop_ds__extract_day - , subq_11.third_hop_ds__extract_dow - , subq_11.third_hop_ds__extract_doy - , subq_11.customer_third_hop_id__third_hop_ds__day - , subq_11.customer_third_hop_id__third_hop_ds__week - , subq_11.customer_third_hop_id__third_hop_ds__month - , subq_11.customer_third_hop_id__third_hop_ds__quarter - , subq_11.customer_third_hop_id__third_hop_ds__year - , subq_11.customer_third_hop_id__third_hop_ds__extract_year - , subq_11.customer_third_hop_id__third_hop_ds__extract_quarter - , subq_11.customer_third_hop_id__third_hop_ds__extract_month - , subq_11.customer_third_hop_id__third_hop_ds__extract_day - , subq_11.customer_third_hop_id__third_hop_ds__extract_dow - , subq_11.customer_third_hop_id__third_hop_ds__extract_doy - , subq_11.third_hop_ds__day AS metric_time__day - , subq_11.third_hop_ds__week AS metric_time__week - , subq_11.third_hop_ds__month AS metric_time__month - , subq_11.third_hop_ds__quarter AS metric_time__quarter - , subq_11.third_hop_ds__year AS metric_time__year - , subq_11.third_hop_ds__extract_year AS metric_time__extract_year - , subq_11.third_hop_ds__extract_quarter AS metric_time__extract_quarter - , subq_11.third_hop_ds__extract_month AS metric_time__extract_month - , subq_11.third_hop_ds__extract_day AS metric_time__extract_day - , subq_11.third_hop_ds__extract_dow AS metric_time__extract_dow - , subq_11.third_hop_ds__extract_doy AS metric_time__extract_doy - , subq_11.customer_third_hop_id - , subq_11.value - , subq_11.customer_third_hop_id__value - , subq_11.third_hop_count + subq_9.third_hop_ds__day + , subq_9.third_hop_ds__week + , subq_9.third_hop_ds__month + , subq_9.third_hop_ds__quarter + , subq_9.third_hop_ds__year + , subq_9.third_hop_ds__extract_year + , subq_9.third_hop_ds__extract_quarter + , subq_9.third_hop_ds__extract_month + , subq_9.third_hop_ds__extract_day + , subq_9.third_hop_ds__extract_dow + , subq_9.third_hop_ds__extract_doy + , subq_9.customer_third_hop_id__third_hop_ds__day + , subq_9.customer_third_hop_id__third_hop_ds__week + , subq_9.customer_third_hop_id__third_hop_ds__month + , subq_9.customer_third_hop_id__third_hop_ds__quarter + , subq_9.customer_third_hop_id__third_hop_ds__year + , subq_9.customer_third_hop_id__third_hop_ds__extract_year + , subq_9.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_9.customer_third_hop_id__third_hop_ds__extract_month + , subq_9.customer_third_hop_id__third_hop_ds__extract_day + , subq_9.customer_third_hop_id__third_hop_ds__extract_dow + , subq_9.customer_third_hop_id__third_hop_ds__extract_doy + , subq_9.third_hop_ds__day AS metric_time__day + , subq_9.third_hop_ds__week AS metric_time__week + , subq_9.third_hop_ds__month AS metric_time__month + , subq_9.third_hop_ds__quarter AS metric_time__quarter + , subq_9.third_hop_ds__year AS metric_time__year + , subq_9.third_hop_ds__extract_year AS metric_time__extract_year + , subq_9.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_9.third_hop_ds__extract_month AS metric_time__extract_month + , subq_9.third_hop_ds__extract_day AS metric_time__extract_day + , subq_9.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_9.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_9.customer_third_hop_id + , subq_9.value + , subq_9.customer_third_hop_id__value + , subq_9.third_hop_count FROM ( -- Read Elements From Semantic Model 'third_hop_table' SELECT @@ -101,151 +101,151 @@ FROM ( , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy , third_hop_table_src_22000.customer_third_hop_id FROM ***************************.third_hop_table third_hop_table_src_22000 - ) subq_11 - ) subq_12 - ) subq_13 + ) subq_9 + ) subq_10 + ) subq_11 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_21.customer_id__customer_third_hop_id - , subq_21.customer_id__customer_third_hop_id__paraguayan_customers + subq_19.customer_id__customer_third_hop_id + , subq_19.customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Compute Metrics via Expressions SELECT - subq_20.customer_id__customer_third_hop_id - , subq_20.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + subq_18.customer_id__customer_third_hop_id + , subq_18.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Aggregate Measures SELECT - subq_19.customer_id__customer_third_hop_id - , SUM(subq_19.customers_with_other_data) AS customers_with_other_data + subq_17.customer_id__customer_third_hop_id + , SUM(subq_17.customers_with_other_data) AS customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] SELECT - subq_18.customer_id__customer_third_hop_id - , subq_18.customers_with_other_data + subq_16.customer_id__customer_third_hop_id + , subq_16.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_17.customer_id__customer_third_hop_id - , subq_17.customer_id__country - , subq_17.customers_with_other_data + subq_15.customer_id__customer_third_hop_id + , subq_15.customer_id__country + , subq_15.customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - subq_16.customer_id__customer_third_hop_id - , subq_16.customer_id__country - , subq_16.customers_with_other_data + subq_14.customer_id__customer_third_hop_id + , subq_14.customer_id__country + , subq_14.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_15.acquired_ds__day - , subq_15.acquired_ds__week - , subq_15.acquired_ds__month - , subq_15.acquired_ds__quarter - , subq_15.acquired_ds__year - , subq_15.acquired_ds__extract_year - , subq_15.acquired_ds__extract_quarter - , subq_15.acquired_ds__extract_month - , subq_15.acquired_ds__extract_day - , subq_15.acquired_ds__extract_dow - , subq_15.acquired_ds__extract_doy - , subq_15.customer_id__acquired_ds__day - , subq_15.customer_id__acquired_ds__week - , subq_15.customer_id__acquired_ds__month - , subq_15.customer_id__acquired_ds__quarter - , subq_15.customer_id__acquired_ds__year - , subq_15.customer_id__acquired_ds__extract_year - , subq_15.customer_id__acquired_ds__extract_quarter - , subq_15.customer_id__acquired_ds__extract_month - , subq_15.customer_id__acquired_ds__extract_day - , subq_15.customer_id__acquired_ds__extract_dow - , subq_15.customer_id__acquired_ds__extract_doy - , subq_15.customer_third_hop_id__acquired_ds__day - , subq_15.customer_third_hop_id__acquired_ds__week - , subq_15.customer_third_hop_id__acquired_ds__month - , subq_15.customer_third_hop_id__acquired_ds__quarter - , subq_15.customer_third_hop_id__acquired_ds__year - , subq_15.customer_third_hop_id__acquired_ds__extract_year - , subq_15.customer_third_hop_id__acquired_ds__extract_quarter - , subq_15.customer_third_hop_id__acquired_ds__extract_month - , subq_15.customer_third_hop_id__acquired_ds__extract_day - , subq_15.customer_third_hop_id__acquired_ds__extract_dow - , subq_15.customer_third_hop_id__acquired_ds__extract_doy - , subq_15.metric_time__day - , subq_15.metric_time__week - , subq_15.metric_time__month - , subq_15.metric_time__quarter - , subq_15.metric_time__year - , subq_15.metric_time__extract_year - , subq_15.metric_time__extract_quarter - , subq_15.metric_time__extract_month - , subq_15.metric_time__extract_day - , subq_15.metric_time__extract_dow - , subq_15.metric_time__extract_doy - , subq_15.customer_id - , subq_15.customer_third_hop_id - , subq_15.customer_id__customer_third_hop_id - , subq_15.customer_third_hop_id__customer_id - , subq_15.country - , subq_15.customer_id__country - , subq_15.customer_third_hop_id__country - , subq_15.customers_with_other_data + subq_13.acquired_ds__day + , subq_13.acquired_ds__week + , subq_13.acquired_ds__month + , subq_13.acquired_ds__quarter + , subq_13.acquired_ds__year + , subq_13.acquired_ds__extract_year + , subq_13.acquired_ds__extract_quarter + , subq_13.acquired_ds__extract_month + , subq_13.acquired_ds__extract_day + , subq_13.acquired_ds__extract_dow + , subq_13.acquired_ds__extract_doy + , subq_13.customer_id__acquired_ds__day + , subq_13.customer_id__acquired_ds__week + , subq_13.customer_id__acquired_ds__month + , subq_13.customer_id__acquired_ds__quarter + , subq_13.customer_id__acquired_ds__year + , subq_13.customer_id__acquired_ds__extract_year + , subq_13.customer_id__acquired_ds__extract_quarter + , subq_13.customer_id__acquired_ds__extract_month + , subq_13.customer_id__acquired_ds__extract_day + , subq_13.customer_id__acquired_ds__extract_dow + , subq_13.customer_id__acquired_ds__extract_doy + , subq_13.customer_third_hop_id__acquired_ds__day + , subq_13.customer_third_hop_id__acquired_ds__week + , subq_13.customer_third_hop_id__acquired_ds__month + , subq_13.customer_third_hop_id__acquired_ds__quarter + , subq_13.customer_third_hop_id__acquired_ds__year + , subq_13.customer_third_hop_id__acquired_ds__extract_year + , subq_13.customer_third_hop_id__acquired_ds__extract_quarter + , subq_13.customer_third_hop_id__acquired_ds__extract_month + , subq_13.customer_third_hop_id__acquired_ds__extract_day + , subq_13.customer_third_hop_id__acquired_ds__extract_dow + , subq_13.customer_third_hop_id__acquired_ds__extract_doy + , subq_13.metric_time__day + , subq_13.metric_time__week + , subq_13.metric_time__month + , subq_13.metric_time__quarter + , subq_13.metric_time__year + , subq_13.metric_time__extract_year + , subq_13.metric_time__extract_quarter + , subq_13.metric_time__extract_month + , subq_13.metric_time__extract_day + , subq_13.metric_time__extract_dow + , subq_13.metric_time__extract_doy + , subq_13.customer_id + , subq_13.customer_third_hop_id + , subq_13.customer_id__customer_third_hop_id + , subq_13.customer_third_hop_id__customer_id + , subq_13.country + , subq_13.customer_id__country + , subq_13.customer_third_hop_id__country + , subq_13.customers_with_other_data FROM ( -- Metric Time Dimension 'acquired_ds' SELECT - subq_14.acquired_ds__day - , subq_14.acquired_ds__week - , subq_14.acquired_ds__month - , subq_14.acquired_ds__quarter - , subq_14.acquired_ds__year - , subq_14.acquired_ds__extract_year - , subq_14.acquired_ds__extract_quarter - , subq_14.acquired_ds__extract_month - , subq_14.acquired_ds__extract_day - , subq_14.acquired_ds__extract_dow - , subq_14.acquired_ds__extract_doy - , subq_14.customer_id__acquired_ds__day - , subq_14.customer_id__acquired_ds__week - , subq_14.customer_id__acquired_ds__month - , subq_14.customer_id__acquired_ds__quarter - , subq_14.customer_id__acquired_ds__year - , subq_14.customer_id__acquired_ds__extract_year - , subq_14.customer_id__acquired_ds__extract_quarter - , subq_14.customer_id__acquired_ds__extract_month - , subq_14.customer_id__acquired_ds__extract_day - , subq_14.customer_id__acquired_ds__extract_dow - , subq_14.customer_id__acquired_ds__extract_doy - , subq_14.customer_third_hop_id__acquired_ds__day - , subq_14.customer_third_hop_id__acquired_ds__week - , subq_14.customer_third_hop_id__acquired_ds__month - , subq_14.customer_third_hop_id__acquired_ds__quarter - , subq_14.customer_third_hop_id__acquired_ds__year - , subq_14.customer_third_hop_id__acquired_ds__extract_year - , subq_14.customer_third_hop_id__acquired_ds__extract_quarter - , subq_14.customer_third_hop_id__acquired_ds__extract_month - , subq_14.customer_third_hop_id__acquired_ds__extract_day - , subq_14.customer_third_hop_id__acquired_ds__extract_dow - , subq_14.customer_third_hop_id__acquired_ds__extract_doy - , subq_14.acquired_ds__day AS metric_time__day - , subq_14.acquired_ds__week AS metric_time__week - , subq_14.acquired_ds__month AS metric_time__month - , subq_14.acquired_ds__quarter AS metric_time__quarter - , subq_14.acquired_ds__year AS metric_time__year - , subq_14.acquired_ds__extract_year AS metric_time__extract_year - , subq_14.acquired_ds__extract_quarter AS metric_time__extract_quarter - , subq_14.acquired_ds__extract_month AS metric_time__extract_month - , subq_14.acquired_ds__extract_day AS metric_time__extract_day - , subq_14.acquired_ds__extract_dow AS metric_time__extract_dow - , subq_14.acquired_ds__extract_doy AS metric_time__extract_doy - , subq_14.customer_id - , subq_14.customer_third_hop_id - , subq_14.customer_id__customer_third_hop_id - , subq_14.customer_third_hop_id__customer_id - , subq_14.country - , subq_14.customer_id__country - , subq_14.customer_third_hop_id__country - , subq_14.customers_with_other_data + subq_12.acquired_ds__day + , subq_12.acquired_ds__week + , subq_12.acquired_ds__month + , subq_12.acquired_ds__quarter + , subq_12.acquired_ds__year + , subq_12.acquired_ds__extract_year + , subq_12.acquired_ds__extract_quarter + , subq_12.acquired_ds__extract_month + , subq_12.acquired_ds__extract_day + , subq_12.acquired_ds__extract_dow + , subq_12.acquired_ds__extract_doy + , subq_12.customer_id__acquired_ds__day + , subq_12.customer_id__acquired_ds__week + , subq_12.customer_id__acquired_ds__month + , subq_12.customer_id__acquired_ds__quarter + , subq_12.customer_id__acquired_ds__year + , subq_12.customer_id__acquired_ds__extract_year + , subq_12.customer_id__acquired_ds__extract_quarter + , subq_12.customer_id__acquired_ds__extract_month + , subq_12.customer_id__acquired_ds__extract_day + , subq_12.customer_id__acquired_ds__extract_dow + , subq_12.customer_id__acquired_ds__extract_doy + , subq_12.customer_third_hop_id__acquired_ds__day + , subq_12.customer_third_hop_id__acquired_ds__week + , subq_12.customer_third_hop_id__acquired_ds__month + , subq_12.customer_third_hop_id__acquired_ds__quarter + , subq_12.customer_third_hop_id__acquired_ds__year + , subq_12.customer_third_hop_id__acquired_ds__extract_year + , subq_12.customer_third_hop_id__acquired_ds__extract_quarter + , subq_12.customer_third_hop_id__acquired_ds__extract_month + , subq_12.customer_third_hop_id__acquired_ds__extract_day + , subq_12.customer_third_hop_id__acquired_ds__extract_dow + , subq_12.customer_third_hop_id__acquired_ds__extract_doy + , subq_12.acquired_ds__day AS metric_time__day + , subq_12.acquired_ds__week AS metric_time__week + , subq_12.acquired_ds__month AS metric_time__month + , subq_12.acquired_ds__quarter AS metric_time__quarter + , subq_12.acquired_ds__year AS metric_time__year + , subq_12.acquired_ds__extract_year AS metric_time__extract_year + , subq_12.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_12.acquired_ds__extract_month AS metric_time__extract_month + , subq_12.acquired_ds__extract_day AS metric_time__extract_day + , subq_12.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_12.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_12.customer_id + , subq_12.customer_third_hop_id + , subq_12.customer_id__customer_third_hop_id + , subq_12.customer_third_hop_id__customer_id + , subq_12.country + , subq_12.customer_id__country + , subq_12.customer_third_hop_id__country + , subq_12.customers_with_other_data FROM ( -- Read Elements From Semantic Model 'customer_other_data' SELECT @@ -291,24 +291,24 @@ FROM ( , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_14 - ) subq_15 + ) subq_12 + ) subq_13 WHERE customer_id__country = 'paraguay' - ) subq_16 - ) subq_17 + ) subq_14 + ) subq_15 WHERE customer_id__country = 'paraguay' - ) subq_18 - ) subq_19 + ) subq_16 + ) subq_17 GROUP BY - subq_19.customer_id__customer_third_hop_id - ) subq_20 - ) subq_21 - ) subq_22 + subq_17.customer_id__customer_third_hop_id + ) subq_18 + ) subq_19 + ) subq_20 ON - subq_13.customer_third_hop_id = subq_22.customer_id__customer_third_hop_id - ) subq_23 - ) subq_24 + subq_11.customer_third_hop_id = subq_20.customer_id__customer_third_hop_id + ) subq_21 + ) subq_22 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 - ) subq_25 - ) subq_26 -) subq_27 + ) subq_23 + ) subq_24 +) subq_25 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0_optimized.sql index 7c12d6cf98..4af49531fb 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0_optimized.sql @@ -8,7 +8,7 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_39.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + subq_37.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count FROM ***************************.third_hop_table third_hop_table_src_22000 LEFT OUTER JOIN ( @@ -35,14 +35,14 @@ FROM ( , country AS customer_id__country , 1 AS customers_with_other_data FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_32 + ) subq_30 WHERE customer_id__country = 'paraguay' - ) subq_34 + ) subq_32 WHERE customer_id__country = 'paraguay' GROUP BY customer_id__customer_third_hop_id - ) subq_39 + ) subq_37 ON - third_hop_table_src_22000.customer_third_hop_id = subq_39.customer_id__customer_third_hop_id -) subq_41 + third_hop_table_src_22000.customer_third_hop_id = subq_37.customer_id__customer_third_hop_id +) subq_39 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/DuckDB/test_dimensions_with_time_constraint__plan0.sql b/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/DuckDB/test_dimensions_with_time_constraint__plan0.sql index df768a7cba..1e42a5d726 100644 --- a/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/DuckDB/test_dimensions_with_time_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/DuckDB/test_dimensions_with_time_constraint__plan0.sql @@ -1,130 +1,130 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest', 'metric_time__day'] SELECT - subq_9.metric_time__day - , subq_9.listing__is_lux_latest - , subq_9.user__home_state_latest + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest FROM ( -- Constrain Time Range to [2020-01-01T00:00:00, 2020-01-03T00:00:00] SELECT - subq_8.ds__day - , subq_8.ds__week - , subq_8.ds__month - , subq_8.ds__quarter - , subq_8.ds__year - , subq_8.ds__extract_year - , subq_8.ds__extract_quarter - , subq_8.ds__extract_month - , subq_8.ds__extract_day - , subq_8.ds__extract_dow - , subq_8.ds__extract_doy - , subq_8.created_at__day - , subq_8.created_at__week - , subq_8.created_at__month - , subq_8.created_at__quarter - , subq_8.created_at__year - , subq_8.created_at__extract_year - , subq_8.created_at__extract_quarter - , subq_8.created_at__extract_month - , subq_8.created_at__extract_day - , subq_8.created_at__extract_dow - , subq_8.created_at__extract_doy - , subq_8.listing__ds__day - , subq_8.listing__ds__week - , subq_8.listing__ds__month - , subq_8.listing__ds__quarter - , subq_8.listing__ds__year - , subq_8.listing__ds__extract_year - , subq_8.listing__ds__extract_quarter - , subq_8.listing__ds__extract_month - , subq_8.listing__ds__extract_day - , subq_8.listing__ds__extract_dow - , subq_8.listing__ds__extract_doy - , subq_8.listing__created_at__day - , subq_8.listing__created_at__week - , subq_8.listing__created_at__month - , subq_8.listing__created_at__quarter - , subq_8.listing__created_at__year - , subq_8.listing__created_at__extract_year - , subq_8.listing__created_at__extract_quarter - , subq_8.listing__created_at__extract_month - , subq_8.listing__created_at__extract_day - , subq_8.listing__created_at__extract_dow - , subq_8.listing__created_at__extract_doy - , subq_8.metric_time__day - , subq_8.listing - , subq_8.user - , subq_8.listing__user - , subq_8.country_latest - , subq_8.is_lux_latest - , subq_8.capacity_latest - , subq_8.listing__country_latest - , subq_8.listing__is_lux_latest - , subq_8.listing__capacity_latest - , subq_8.user__home_state_latest - , subq_8.listings - , subq_8.largest_listing - , subq_8.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.metric_time__day + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_2.ds__day AS ds__day - , subq_2.ds__week AS ds__week - , subq_2.ds__month AS ds__month - , subq_2.ds__quarter AS ds__quarter - , subq_2.ds__year AS ds__year - , subq_2.ds__extract_year AS ds__extract_year - , subq_2.ds__extract_quarter AS ds__extract_quarter - , subq_2.ds__extract_month AS ds__extract_month - , subq_2.ds__extract_day AS ds__extract_day - , subq_2.ds__extract_dow AS ds__extract_dow - , subq_2.ds__extract_doy AS ds__extract_doy - , subq_2.created_at__day AS created_at__day - , subq_2.created_at__week AS created_at__week - , subq_2.created_at__month AS created_at__month - , subq_2.created_at__quarter AS created_at__quarter - , subq_2.created_at__year AS created_at__year - , subq_2.created_at__extract_year AS created_at__extract_year - , subq_2.created_at__extract_quarter AS created_at__extract_quarter - , subq_2.created_at__extract_month AS created_at__extract_month - , subq_2.created_at__extract_day AS created_at__extract_day - , subq_2.created_at__extract_dow AS created_at__extract_dow - , subq_2.created_at__extract_doy AS created_at__extract_doy - , subq_2.listing__ds__day AS listing__ds__day - , subq_2.listing__ds__week AS listing__ds__week - , subq_2.listing__ds__month AS listing__ds__month - , subq_2.listing__ds__quarter AS listing__ds__quarter - , subq_2.listing__ds__year AS listing__ds__year - , subq_2.listing__ds__extract_year AS listing__ds__extract_year - , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_2.listing__ds__extract_month AS listing__ds__extract_month - , subq_2.listing__ds__extract_day AS listing__ds__extract_day - , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_2.listing__created_at__day AS listing__created_at__day - , subq_2.listing__created_at__week AS listing__created_at__week - , subq_2.listing__created_at__month AS listing__created_at__month - , subq_2.listing__created_at__quarter AS listing__created_at__quarter - , subq_2.listing__created_at__year AS listing__created_at__year - , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_5.metric_time__day AS metric_time__day - , subq_2.listing AS listing - , subq_2.user AS user - , subq_2.listing__user AS listing__user - , subq_2.country_latest AS country_latest - , subq_2.is_lux_latest AS is_lux_latest - , subq_2.capacity_latest AS capacity_latest - , subq_2.listing__country_latest AS listing__country_latest - , subq_2.listing__is_lux_latest AS listing__is_lux_latest - , subq_2.listing__capacity_latest AS listing__capacity_latest - , subq_7.home_state_latest AS user__home_state_latest - , subq_2.listings AS listings - , subq_2.largest_listing AS largest_listing - , subq_2.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_3.metric_time__day AS metric_time__day + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -185,36 +185,36 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 + ) subq_0 CROSS JOIN ( -- Pass Only Elements: ['metric_time__day',] SELECT - subq_4.metric_time__day + subq_2.metric_time__day FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy + subq_1.ds__day + , subq_1.ds__week + , subq_1.ds__month + , subq_1.ds__quarter + , subq_1.ds__year + , subq_1.ds__extract_year + , subq_1.ds__extract_quarter + , subq_1.ds__extract_month + , subq_1.ds__extract_day + , subq_1.ds__extract_dow + , subq_1.ds__extract_doy + , subq_1.ds__day AS metric_time__day + , subq_1.ds__week AS metric_time__week + , subq_1.ds__month AS metric_time__month + , subq_1.ds__quarter AS metric_time__quarter + , subq_1.ds__year AS metric_time__year + , subq_1.ds__extract_year AS metric_time__extract_year + , subq_1.ds__extract_quarter AS metric_time__extract_quarter + , subq_1.ds__extract_month AS metric_time__extract_month + , subq_1.ds__extract_day AS metric_time__extract_day + , subq_1.ds__extract_dow AS metric_time__extract_dow + , subq_1.ds__extract_doy AS metric_time__extract_doy FROM ( -- Time Spine SELECT @@ -230,14 +230,14 @@ FROM ( , EXTRACT(isodow FROM time_spine_src_28000.ds) AS ds__extract_dow , EXTRACT(doy FROM time_spine_src_28000.ds) AS ds__extract_doy FROM ***************************.mf_time_spine time_spine_src_28000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_1 + ) subq_2 + ) subq_3 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_6.user - , subq_6.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -267,14 +267,14 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_6 - ) subq_7 + ) subq_4 + ) subq_5 ON - subq_2.user = subq_7.user - ) subq_8 - WHERE subq_8.metric_time__day BETWEEN '2020-01-01' AND '2020-01-03' -) subq_9 + subq_0.user = subq_5.user + ) subq_6 + WHERE subq_6.metric_time__day BETWEEN '2020-01-01' AND '2020-01-03' +) subq_7 GROUP BY - subq_9.metric_time__day - , subq_9.listing__is_lux_latest - , subq_9.user__home_state_latest + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/test_dimensions_with_time_constraint__plan0.xml b/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/test_dimensions_with_time_constraint__plan0.xml index e7f2570193..e81db14dc9 100644 --- a/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/test_dimensions_with_time_constraint__plan0.xml +++ b/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/test_dimensions_with_time_constraint__plan0.xml @@ -2,438 +2,431 @@ - - + + - + - - + + - + - + - + - - - - - - + + + + + + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - - - + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - + + + + - - + + - + - + - + - + - + - + - + - + - + - + - + - + - + - + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + - + - + - + - + - + - + - - - - - - + + + + + + - + - + - - + + - - + + @@ -681,114 +674,114 @@ - + - + - + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + - + - + - + - + - + - + - + - + - + - + - + @@ -856,11 +849,11 @@ - - + + - + diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..8088d8d684 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql @@ -0,0 +1,563 @@ +-- Compute Metrics via Expressions +SELECT + subq_15.metric_time__day + , CAST(subq_15.average_booking_value AS DOUBLE) / CAST(NULLIF(subq_15.max_booking_value, 0) AS DOUBLE) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) AS metric_time__day + , MAX(subq_9.average_booking_value) AS average_booking_value + , MAX(subq_14.max_booking_value) AS max_booking_value + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_8.metric_time__day + , subq_8.average_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_7.metric_time__day + , AVG(subq_7.average_booking_value) AS average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + SELECT + subq_6.metric_time__day + , subq_6.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 + WHERE booking__is_instant + ) subq_6 + ) subq_7 + GROUP BY + subq_7.metric_time__day + ) subq_8 + ) subq_9 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_13.metric_time__day + , subq_13.max_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_12.metric_time__day + , MAX(subq_12.max_booking_value) AS max_booking_value + FROM ( + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + SELECT + subq_11.metric_time__day + , subq_11.max_booking_value + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.paid_at__day + , subq_10.paid_at__week + , subq_10.paid_at__month + , subq_10.paid_at__quarter + , subq_10.paid_at__year + , subq_10.paid_at__extract_year + , subq_10.paid_at__extract_quarter + , subq_10.paid_at__extract_month + , subq_10.paid_at__extract_day + , subq_10.paid_at__extract_dow + , subq_10.paid_at__extract_doy + , subq_10.booking__ds__day + , subq_10.booking__ds__week + , subq_10.booking__ds__month + , subq_10.booking__ds__quarter + , subq_10.booking__ds__year + , subq_10.booking__ds__extract_year + , subq_10.booking__ds__extract_quarter + , subq_10.booking__ds__extract_month + , subq_10.booking__ds__extract_day + , subq_10.booking__ds__extract_dow + , subq_10.booking__ds__extract_doy + , subq_10.booking__ds_partitioned__day + , subq_10.booking__ds_partitioned__week + , subq_10.booking__ds_partitioned__month + , subq_10.booking__ds_partitioned__quarter + , subq_10.booking__ds_partitioned__year + , subq_10.booking__ds_partitioned__extract_year + , subq_10.booking__ds_partitioned__extract_quarter + , subq_10.booking__ds_partitioned__extract_month + , subq_10.booking__ds_partitioned__extract_day + , subq_10.booking__ds_partitioned__extract_dow + , subq_10.booking__ds_partitioned__extract_doy + , subq_10.booking__paid_at__day + , subq_10.booking__paid_at__week + , subq_10.booking__paid_at__month + , subq_10.booking__paid_at__quarter + , subq_10.booking__paid_at__year + , subq_10.booking__paid_at__extract_year + , subq_10.booking__paid_at__extract_quarter + , subq_10.booking__paid_at__extract_month + , subq_10.booking__paid_at__extract_day + , subq_10.booking__paid_at__extract_dow + , subq_10.booking__paid_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.guest + , subq_10.host + , subq_10.booking__listing + , subq_10.booking__guest + , subq_10.booking__host + , subq_10.is_instant + , subq_10.booking__is_instant + , subq_10.bookings + , subq_10.instant_bookings + , subq_10.booking_value + , subq_10.max_booking_value + , subq_10.min_booking_value + , subq_10.bookers + , subq_10.average_booking_value + , subq_10.referred_bookings + , subq_10.median_booking_value + , subq_10.booking_value_p99 + , subq_10.discrete_booking_value_p99 + , subq_10.approximate_continuous_booking_value_p99 + , subq_10.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_10 + ) subq_11 + ) subq_12 + GROUP BY + subq_12.metric_time__day + ) subq_13 + ) subq_14 + ON + subq_9.metric_time__day = subq_14.metric_time__day + GROUP BY + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) +) subq_15 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..db345ac389 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,58 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__day + , CAST(average_booking_value AS DOUBLE) / CAST(NULLIF(max_booking_value, 0) AS DOUBLE) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) AS metric_time__day + , MAX(subq_23.average_booking_value) AS average_booking_value + , MAX(subq_28.max_booking_value) AS max_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + metric_time__day + , AVG(average_booking_value) AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + metric_time__day + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 + WHERE booking__is_instant + GROUP BY + metric_time__day + ) subq_23 + FULL OUTER JOIN ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , MAX(booking_value) AS max_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + GROUP BY + DATE_TRUNC('day', ds) + ) subq_28 + ON + subq_23.metric_time__day = subq_28.metric_time__day + GROUP BY + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) +) subq_29 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_categorical_dimension_pushdown__plan0.sql index c864c9883c..e20f1a70d6 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_categorical_dimension_pushdown__plan0.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_categorical_dimension_pushdown__plan0.sql @@ -1,249 +1,48 @@ -- Compute Metrics via Expressions SELECT - subq_10.booking__is_instant - , subq_10.bookings + subq_12.user__home_state_latest + , subq_12.listings FROM ( -- Aggregate Measures SELECT - subq_9.booking__is_instant - , SUM(subq_9.bookings) AS bookings + subq_11.user__home_state_latest + , SUM(subq_11.listings) AS listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant'] + -- Pass Only Elements: ['listings', 'user__home_state_latest'] SELECT - subq_8.booking__is_instant - , subq_8.bookings + subq_10.user__home_state_latest + , subq_10.listings FROM ( -- Constrain Output with WHERE SELECT - subq_7.booking__is_instant - , subq_7.listing__is_lux_latest - , subq_7.listing__capacity_latest - , subq_7.bookings + subq_9.listing__is_lux_latest + , subq_9.listing__capacity_latest + , subq_9.user__home_state_latest + , subq_9.listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + -- Pass Only Elements: ['listings', 'user__home_state_latest', 'listing__is_lux_latest', 'listing__capacity_latest'] SELECT - subq_6.booking__is_instant - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.bookings + subq_8.listing__is_lux_latest + , subq_8.listing__capacity_latest + , subq_8.user__home_state_latest + , subq_8.listings FROM ( -- Join Standard Outputs SELECT - subq_2.listing AS listing - , subq_2.booking__is_instant AS booking__is_instant - , subq_5.is_lux_latest AS listing__is_lux_latest - , subq_5.capacity_latest AS listing__capacity_latest - , subq_2.bookings AS bookings + subq_5.user AS user + , subq_5.listing__is_lux_latest AS listing__is_lux_latest + , subq_5.listing__capacity_latest AS listing__capacity_latest + , subq_7.home_state_latest AS user__home_state_latest + , subq_5.listings AS listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + -- Pass Only Elements: ['listings', 'listing__is_lux_latest', 'listing__capacity_latest', 'user'] SELECT - subq_1.listing - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.user + , subq_4.listing__is_lux_latest + , subq_4.listing__capacity_latest + , subq_4.listings FROM ( - -- Metric Time Dimension 'ds' - SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 - FROM ( - -- Read Elements From Semantic Model 'bookings_source' - SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 - LEFT OUTER JOIN ( - -- Pass Only Elements: ['is_lux_latest', 'capacity_latest', 'listing', 'listing'] - SELECT - subq_4.listing - , subq_4.is_lux_latest - , subq_4.capacity_latest - FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT subq_3.ds__day , subq_3.ds__week @@ -289,17 +88,17 @@ FROM ( , subq_3.listing__created_at__extract_day , subq_3.listing__created_at__extract_dow , subq_3.listing__created_at__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy , subq_3.listing , subq_3.user , subq_3.listing__user @@ -313,75 +112,183 @@ FROM ( , subq_3.largest_listing , subq_3.smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Metric Time Dimension 'ds' SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 ) subq_3 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 ) subq_4 ) subq_5 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_6.user + , subq_6.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_6 + ) subq_7 ON - subq_2.listing = subq_5.listing - ) subq_6 - ) subq_7 + subq_5.user = subq_7.user + ) subq_8 + ) subq_9 WHERE listing__is_lux_latest OR listing__capacity_latest > 4 - ) subq_8 - ) subq_9 + ) subq_10 + ) subq_11 GROUP BY - subq_9.booking__is_instant -) subq_10 + subq_11.user__home_state_latest +) subq_12 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql index 98cc26bb70..76b28308ab 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql @@ -1,33 +1,43 @@ -- Constrain Output with WHERE --- Pass Only Elements: ['bookings', 'booking__is_instant'] +-- Pass Only Elements: ['listings', 'user__home_state_latest'] -- Aggregate Measures -- Compute Metrics via Expressions SELECT - booking__is_instant - , SUM(bookings) AS bookings + user__home_state_latest + , SUM(listings) AS listings FROM ( -- Join Standard Outputs - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + -- Pass Only Elements: ['listings', 'user__home_state_latest', 'listing__is_lux_latest', 'listing__capacity_latest'] SELECT - subq_13.booking__is_instant AS booking__is_instant - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , subq_13.bookings AS bookings + subq_16.listing__is_lux_latest AS listing__is_lux_latest + , subq_16.listing__capacity_latest AS listing__capacity_latest + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , subq_16.listings AS listings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + -- Constrain Output with WHERE + -- Pass Only Elements: ['listings', 'listing__is_lux_latest', 'listing__capacity_latest', 'user'] SELECT - listing_id AS listing - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_13 + subq_14.user + , listing__is_lux_latest + , listing__capacity_latest + , listings + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + -- Metric Time Dimension 'ds' + SELECT + user_id AS user + , is_lux AS listing__is_lux_latest + , capacity AS listing__capacity_latest + , 1 AS listings + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_14 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 + ) subq_16 LEFT OUTER JOIN - ***************************.dim_listings_latest listings_latest_src_28000 + ***************************.dim_users_latest users_latest_src_28000 ON - subq_13.listing = listings_latest_src_28000.listing_id -) subq_18 + subq_16.user = users_latest_src_28000.user_id +) subq_20 WHERE listing__is_lux_latest OR listing__capacity_latest > 4 GROUP BY - booking__is_instant + user__home_state_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql index eba9260f92..8088d8d684 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0.sql @@ -1,242 +1,242 @@ -- Compute Metrics via Expressions SELECT - subq_19.metric_time__day - , CAST(subq_19.average_booking_value AS DOUBLE) / CAST(NULLIF(subq_19.max_booking_value, 0) AS DOUBLE) AS instant_booking_fraction_of_max_value + subq_15.metric_time__day + , CAST(subq_15.average_booking_value AS DOUBLE) / CAST(NULLIF(subq_15.max_booking_value, 0) AS DOUBLE) AS instant_booking_fraction_of_max_value FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day - , MAX(subq_13.average_booking_value) AS average_booking_value - , MAX(subq_18.max_booking_value) AS max_booking_value + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) AS metric_time__day + , MAX(subq_9.average_booking_value) AS average_booking_value + , MAX(subq_14.max_booking_value) AS max_booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , subq_12.average_booking_value + subq_8.metric_time__day + , subq_8.average_booking_value FROM ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , AVG(subq_11.average_booking_value) AS average_booking_value + subq_7.metric_time__day + , AVG(subq_7.average_booking_value) AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.average_booking_value + subq_6.metric_time__day + , subq_6.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.average_booking_value + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.average_booking_value + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -329,134 +329,134 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 - ) subq_13 + subq_7.metric_time__day + ) subq_8 + ) subq_9 FULL OUTER JOIN ( -- Compute Metrics via Expressions SELECT - subq_17.metric_time__day - , subq_17.max_booking_value + subq_13.metric_time__day + , subq_13.max_booking_value FROM ( -- Aggregate Measures SELECT - subq_16.metric_time__day - , MAX(subq_16.max_booking_value) AS max_booking_value + subq_12.metric_time__day + , MAX(subq_12.max_booking_value) AS max_booking_value FROM ( -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] SELECT - subq_15.metric_time__day - , subq_15.max_booking_value + subq_11.metric_time__day + , subq_11.max_booking_value FROM ( -- Metric Time Dimension 'ds' SELECT - subq_14.ds__day - , subq_14.ds__week - , subq_14.ds__month - , subq_14.ds__quarter - , subq_14.ds__year - , subq_14.ds__extract_year - , subq_14.ds__extract_quarter - , subq_14.ds__extract_month - , subq_14.ds__extract_day - , subq_14.ds__extract_dow - , subq_14.ds__extract_doy - , subq_14.ds_partitioned__day - , subq_14.ds_partitioned__week - , subq_14.ds_partitioned__month - , subq_14.ds_partitioned__quarter - , subq_14.ds_partitioned__year - , subq_14.ds_partitioned__extract_year - , subq_14.ds_partitioned__extract_quarter - , subq_14.ds_partitioned__extract_month - , subq_14.ds_partitioned__extract_day - , subq_14.ds_partitioned__extract_dow - , subq_14.ds_partitioned__extract_doy - , subq_14.paid_at__day - , subq_14.paid_at__week - , subq_14.paid_at__month - , subq_14.paid_at__quarter - , subq_14.paid_at__year - , subq_14.paid_at__extract_year - , subq_14.paid_at__extract_quarter - , subq_14.paid_at__extract_month - , subq_14.paid_at__extract_day - , subq_14.paid_at__extract_dow - , subq_14.paid_at__extract_doy - , subq_14.booking__ds__day - , subq_14.booking__ds__week - , subq_14.booking__ds__month - , subq_14.booking__ds__quarter - , subq_14.booking__ds__year - , subq_14.booking__ds__extract_year - , subq_14.booking__ds__extract_quarter - , subq_14.booking__ds__extract_month - , subq_14.booking__ds__extract_day - , subq_14.booking__ds__extract_dow - , subq_14.booking__ds__extract_doy - , subq_14.booking__ds_partitioned__day - , subq_14.booking__ds_partitioned__week - , subq_14.booking__ds_partitioned__month - , subq_14.booking__ds_partitioned__quarter - , subq_14.booking__ds_partitioned__year - , subq_14.booking__ds_partitioned__extract_year - , subq_14.booking__ds_partitioned__extract_quarter - , subq_14.booking__ds_partitioned__extract_month - , subq_14.booking__ds_partitioned__extract_day - , subq_14.booking__ds_partitioned__extract_dow - , subq_14.booking__ds_partitioned__extract_doy - , subq_14.booking__paid_at__day - , subq_14.booking__paid_at__week - , subq_14.booking__paid_at__month - , subq_14.booking__paid_at__quarter - , subq_14.booking__paid_at__year - , subq_14.booking__paid_at__extract_year - , subq_14.booking__paid_at__extract_quarter - , subq_14.booking__paid_at__extract_month - , subq_14.booking__paid_at__extract_day - , subq_14.booking__paid_at__extract_dow - , subq_14.booking__paid_at__extract_doy - , subq_14.ds__day AS metric_time__day - , subq_14.ds__week AS metric_time__week - , subq_14.ds__month AS metric_time__month - , subq_14.ds__quarter AS metric_time__quarter - , subq_14.ds__year AS metric_time__year - , subq_14.ds__extract_year AS metric_time__extract_year - , subq_14.ds__extract_quarter AS metric_time__extract_quarter - , subq_14.ds__extract_month AS metric_time__extract_month - , subq_14.ds__extract_day AS metric_time__extract_day - , subq_14.ds__extract_dow AS metric_time__extract_dow - , subq_14.ds__extract_doy AS metric_time__extract_doy - , subq_14.listing - , subq_14.guest - , subq_14.host - , subq_14.booking__listing - , subq_14.booking__guest - , subq_14.booking__host - , subq_14.is_instant - , subq_14.booking__is_instant - , subq_14.bookings - , subq_14.instant_bookings - , subq_14.booking_value - , subq_14.max_booking_value - , subq_14.min_booking_value - , subq_14.bookers - , subq_14.average_booking_value - , subq_14.referred_bookings - , subq_14.median_booking_value - , subq_14.booking_value_p99 - , subq_14.discrete_booking_value_p99 - , subq_14.approximate_continuous_booking_value_p99 - , subq_14.approximate_discrete_booking_value_p99 + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.paid_at__day + , subq_10.paid_at__week + , subq_10.paid_at__month + , subq_10.paid_at__quarter + , subq_10.paid_at__year + , subq_10.paid_at__extract_year + , subq_10.paid_at__extract_quarter + , subq_10.paid_at__extract_month + , subq_10.paid_at__extract_day + , subq_10.paid_at__extract_dow + , subq_10.paid_at__extract_doy + , subq_10.booking__ds__day + , subq_10.booking__ds__week + , subq_10.booking__ds__month + , subq_10.booking__ds__quarter + , subq_10.booking__ds__year + , subq_10.booking__ds__extract_year + , subq_10.booking__ds__extract_quarter + , subq_10.booking__ds__extract_month + , subq_10.booking__ds__extract_day + , subq_10.booking__ds__extract_dow + , subq_10.booking__ds__extract_doy + , subq_10.booking__ds_partitioned__day + , subq_10.booking__ds_partitioned__week + , subq_10.booking__ds_partitioned__month + , subq_10.booking__ds_partitioned__quarter + , subq_10.booking__ds_partitioned__year + , subq_10.booking__ds_partitioned__extract_year + , subq_10.booking__ds_partitioned__extract_quarter + , subq_10.booking__ds_partitioned__extract_month + , subq_10.booking__ds_partitioned__extract_day + , subq_10.booking__ds_partitioned__extract_dow + , subq_10.booking__ds_partitioned__extract_doy + , subq_10.booking__paid_at__day + , subq_10.booking__paid_at__week + , subq_10.booking__paid_at__month + , subq_10.booking__paid_at__quarter + , subq_10.booking__paid_at__year + , subq_10.booking__paid_at__extract_year + , subq_10.booking__paid_at__extract_quarter + , subq_10.booking__paid_at__extract_month + , subq_10.booking__paid_at__extract_day + , subq_10.booking__paid_at__extract_dow + , subq_10.booking__paid_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.guest + , subq_10.host + , subq_10.booking__listing + , subq_10.booking__guest + , subq_10.booking__host + , subq_10.is_instant + , subq_10.booking__is_instant + , subq_10.bookings + , subq_10.instant_bookings + , subq_10.booking_value + , subq_10.max_booking_value + , subq_10.min_booking_value + , subq_10.bookers + , subq_10.average_booking_value + , subq_10.referred_bookings + , subq_10.median_booking_value + , subq_10.booking_value_p99 + , subq_10.discrete_booking_value_p99 + , subq_10.approximate_continuous_booking_value_p99 + , subq_10.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -549,15 +549,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_14 - ) subq_15 - ) subq_16 + ) subq_10 + ) subq_11 + ) subq_12 GROUP BY - subq_16.metric_time__day - ) subq_17 - ) subq_18 + subq_12.metric_time__day + ) subq_13 + ) subq_14 ON - subq_13.metric_time__day = subq_18.metric_time__day + subq_9.metric_time__day = subq_14.metric_time__day GROUP BY - COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) -) subq_19 + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) +) subq_15 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql index 111a82caa8..db345ac389 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_multiple_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day - , MAX(subq_27.average_booking_value) AS average_booking_value - , MAX(subq_32.max_booking_value) AS max_booking_value + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) AS metric_time__day + , MAX(subq_23.average_booking_value) AS average_booking_value + , MAX(subq_28.max_booking_value) AS max_booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] @@ -31,13 +31,13 @@ FROM ( , is_instant AS booking__is_instant , booking_value AS average_booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_21 + ) subq_17 WHERE booking__is_instant - ) subq_23 + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_27 + ) subq_23 FULL OUTER JOIN ( -- Read Elements From Semantic Model 'bookings_source' -- Metric Time Dimension 'ds' @@ -50,9 +50,9 @@ FROM ( FROM ***************************.fct_bookings bookings_source_src_28000 GROUP BY DATE_TRUNC('day', ds) - ) subq_32 + ) subq_28 ON - subq_27.metric_time__day = subq_32.metric_time__day + subq_23.metric_time__day = subq_28.metric_time__day GROUP BY - COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) -) subq_33 + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) +) subq_29 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_single_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_single_categorical_dimension_pushdown__plan0.sql index 5ef5778430..388b3ec95a 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_single_categorical_dimension_pushdown__plan0.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_single_categorical_dimension_pushdown__plan0.sql @@ -1,244 +1,244 @@ -- Compute Metrics via Expressions SELECT - subq_17.listing__country_latest - , subq_17.bookings + subq_13.listing__country_latest + , subq_13.bookings FROM ( -- Aggregate Measures SELECT - subq_16.listing__country_latest - , SUM(subq_16.bookings) AS bookings + subq_12.listing__country_latest + , SUM(subq_12.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__country_latest'] SELECT - subq_15.listing__country_latest - , subq_15.bookings + subq_11.listing__country_latest + , subq_11.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_14.booking__is_instant - , subq_14.listing__country_latest - , subq_14.bookings + subq_10.booking__is_instant + , subq_10.listing__country_latest + , subq_10.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] SELECT - subq_13.booking__is_instant - , subq_13.listing__country_latest - , subq_13.bookings + subq_9.booking__is_instant + , subq_9.listing__country_latest + , subq_9.bookings FROM ( -- Join Standard Outputs SELECT - subq_9.listing AS listing - , subq_9.booking__is_instant AS booking__is_instant - , subq_12.country_latest AS listing__country_latest - , subq_9.bookings AS bookings + subq_5.listing AS listing + , subq_5.booking__is_instant AS booking__is_instant + , subq_8.country_latest AS listing__country_latest + , subq_5.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_8.listing - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.listing + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -331,86 +331,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 LEFT OUTER JOIN ( -- Pass Only Elements: ['country_latest', 'listing'] SELECT - subq_11.listing - , subq_11.country_latest + subq_7.listing + , subq_7.country_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_10.ds__day - , subq_10.ds__week - , subq_10.ds__month - , subq_10.ds__quarter - , subq_10.ds__year - , subq_10.ds__extract_year - , subq_10.ds__extract_quarter - , subq_10.ds__extract_month - , subq_10.ds__extract_day - , subq_10.ds__extract_dow - , subq_10.ds__extract_doy - , subq_10.created_at__day - , subq_10.created_at__week - , subq_10.created_at__month - , subq_10.created_at__quarter - , subq_10.created_at__year - , subq_10.created_at__extract_year - , subq_10.created_at__extract_quarter - , subq_10.created_at__extract_month - , subq_10.created_at__extract_day - , subq_10.created_at__extract_dow - , subq_10.created_at__extract_doy - , subq_10.listing__ds__day - , subq_10.listing__ds__week - , subq_10.listing__ds__month - , subq_10.listing__ds__quarter - , subq_10.listing__ds__year - , subq_10.listing__ds__extract_year - , subq_10.listing__ds__extract_quarter - , subq_10.listing__ds__extract_month - , subq_10.listing__ds__extract_day - , subq_10.listing__ds__extract_dow - , subq_10.listing__ds__extract_doy - , subq_10.listing__created_at__day - , subq_10.listing__created_at__week - , subq_10.listing__created_at__month - , subq_10.listing__created_at__quarter - , subq_10.listing__created_at__year - , subq_10.listing__created_at__extract_year - , subq_10.listing__created_at__extract_quarter - , subq_10.listing__created_at__extract_month - , subq_10.listing__created_at__extract_day - , subq_10.listing__created_at__extract_dow - , subq_10.listing__created_at__extract_doy - , subq_10.ds__day AS metric_time__day - , subq_10.ds__week AS metric_time__week - , subq_10.ds__month AS metric_time__month - , subq_10.ds__quarter AS metric_time__quarter - , subq_10.ds__year AS metric_time__year - , subq_10.ds__extract_year AS metric_time__extract_year - , subq_10.ds__extract_quarter AS metric_time__extract_quarter - , subq_10.ds__extract_month AS metric_time__extract_month - , subq_10.ds__extract_day AS metric_time__extract_day - , subq_10.ds__extract_dow AS metric_time__extract_dow - , subq_10.ds__extract_doy AS metric_time__extract_doy - , subq_10.listing - , subq_10.user - , subq_10.listing__user - , subq_10.country_latest - , subq_10.is_lux_latest - , subq_10.capacity_latest - , subq_10.listing__country_latest - , subq_10.listing__is_lux_latest - , subq_10.listing__capacity_latest - , subq_10.listings - , subq_10.largest_listing - , subq_10.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -471,16 +471,16 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_10 - ) subq_11 - ) subq_12 + ) subq_6 + ) subq_7 + ) subq_8 ON - subq_9.listing = subq_12.listing - ) subq_13 - ) subq_14 + subq_5.listing = subq_8.listing + ) subq_9 + ) subq_10 WHERE booking__is_instant - ) subq_15 - ) subq_16 + ) subq_11 + ) subq_12 GROUP BY - subq_16.listing__country_latest -) subq_17 + subq_12.listing__country_latest +) subq_13 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_single_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_single_categorical_dimension_pushdown__plan0_optimized.sql index b0a46663de..e1420879c4 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_single_categorical_dimension_pushdown__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/DuckDB/test_single_categorical_dimension_pushdown__plan0_optimized.sql @@ -9,9 +9,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] SELECT - subq_21.booking__is_instant AS booking__is_instant + subq_17.booking__is_instant AS booking__is_instant , listings_latest_src_28000.country AS listing__country_latest - , subq_21.bookings AS bookings + , subq_17.bookings AS bookings FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] @@ -27,14 +27,14 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_19 + ) subq_15 WHERE booking__is_instant - ) subq_21 + ) subq_17 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_21.listing = listings_latest_src_28000.listing_id -) subq_26 + subq_17.listing = listings_latest_src_28000.listing_id +) subq_22 WHERE booking__is_instant GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_distinct_values__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_distinct_values__plan0.sql index 4fb1321801..cd3d4c172a 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_distinct_values__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_distinct_values__plan0.sql @@ -1,195 +1,134 @@ -- Order By ['listing__country_latest'] Limit 100 SELECT - subq_5.listing__country_latest + subq_2.listing__country_latest FROM ( -- Pass Only Elements: ['listing__country_latest',] SELECT - subq_4.listing__country_latest + subq_1.listing__country_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.created_at__day + , subq_0.created_at__week + , subq_0.created_at__month + , subq_0.created_at__quarter + , subq_0.created_at__year + , subq_0.created_at__extract_year + , subq_0.created_at__extract_quarter + , subq_0.created_at__extract_month + , subq_0.created_at__extract_day + , subq_0.created_at__extract_dow + , subq_0.created_at__extract_doy + , subq_0.listing__ds__day + , subq_0.listing__ds__week + , subq_0.listing__ds__month + , subq_0.listing__ds__quarter + , subq_0.listing__ds__year + , subq_0.listing__ds__extract_year + , subq_0.listing__ds__extract_quarter + , subq_0.listing__ds__extract_month + , subq_0.listing__ds__extract_day + , subq_0.listing__ds__extract_dow + , subq_0.listing__ds__extract_doy + , subq_0.listing__created_at__day + , subq_0.listing__created_at__week + , subq_0.listing__created_at__month + , subq_0.listing__created_at__quarter + , subq_0.listing__created_at__year + , subq_0.listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month + , subq_0.listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy + , subq_0.listing + , subq_0.user + , subq_0.listing__user + , subq_0.country_latest + , subq_0.is_lux_latest + , subq_0.capacity_latest + , subq_0.listing__country_latest + , subq_0.listing__is_lux_latest + , subq_0.listing__capacity_latest + , subq_0.listings + , subq_0.largest_listing + , subq_0.smallest_listing FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - subq_2.ds__day - , subq_2.ds__week - , subq_2.ds__month - , subq_2.ds__quarter - , subq_2.ds__year - , subq_2.ds__extract_year - , subq_2.ds__extract_quarter - , subq_2.ds__extract_month - , subq_2.ds__extract_day - , subq_2.ds__extract_dow - , subq_2.ds__extract_doy - , subq_2.created_at__day - , subq_2.created_at__week - , subq_2.created_at__month - , subq_2.created_at__quarter - , subq_2.created_at__year - , subq_2.created_at__extract_year - , subq_2.created_at__extract_quarter - , subq_2.created_at__extract_month - , subq_2.created_at__extract_day - , subq_2.created_at__extract_dow - , subq_2.created_at__extract_doy - , subq_2.listing__ds__day - , subq_2.listing__ds__week - , subq_2.listing__ds__month - , subq_2.listing__ds__quarter - , subq_2.listing__ds__year - , subq_2.listing__ds__extract_year - , subq_2.listing__ds__extract_quarter - , subq_2.listing__ds__extract_month - , subq_2.listing__ds__extract_day - , subq_2.listing__ds__extract_dow - , subq_2.listing__ds__extract_doy - , subq_2.listing__created_at__day - , subq_2.listing__created_at__week - , subq_2.listing__created_at__month - , subq_2.listing__created_at__quarter - , subq_2.listing__created_at__year - , subq_2.listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month - , subq_2.listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy - , subq_2.listing - , subq_2.user - , subq_2.listing__user - , subq_2.country_latest - , subq_2.is_lux_latest - , subq_2.capacity_latest - , subq_2.listing__country_latest - , subq_2.listing__is_lux_latest - , subq_2.listing__capacity_latest - , subq_2.listings - , subq_2.largest_listing - , subq_2.smallest_listing - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 - WHERE listing__country_latest = 'us' - ) subq_3 + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_0 WHERE listing__country_latest = 'us' - ) subq_4 + ) subq_1 GROUP BY - subq_4.listing__country_latest -) subq_5 -ORDER BY subq_5.listing__country_latest DESC + subq_1.listing__country_latest +) subq_2 +ORDER BY subq_2.listing__country_latest DESC LIMIT 100 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_distinct_values__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_distinct_values__plan0_optimized.sql index 76e6591b6c..1653ada5bd 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_distinct_values__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_distinct_values__plan0_optimized.sql @@ -4,17 +4,11 @@ SELECT listing__country_latest FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - listing__country_latest - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - country AS listing__country_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_6 - WHERE listing__country_latest = 'us' -) subq_7 + country AS listing__country_latest + FROM ***************************.dim_listings_latest listings_latest_src_28000 +) subq_3 WHERE listing__country_latest = 'us' GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_reused_measure__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_reused_measure__plan0.sql index ec68f36116..7a77ad0c8d 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_reused_measure__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_reused_measure__plan0.sql @@ -1,242 +1,242 @@ -- Compute Metrics via Expressions SELECT - subq_19.metric_time__day - , CAST(subq_19.booking_value_with_is_instant_constraint AS DOUBLE) / CAST(NULLIF(subq_19.booking_value, 0) AS DOUBLE) AS instant_booking_value_ratio + subq_15.metric_time__day + , CAST(subq_15.booking_value_with_is_instant_constraint AS DOUBLE) / CAST(NULLIF(subq_15.booking_value, 0) AS DOUBLE) AS instant_booking_value_ratio FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day - , MAX(subq_13.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_18.booking_value) AS booking_value + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) AS metric_time__day + , MAX(subq_9.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_14.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , subq_12.booking_value AS booking_value_with_is_instant_constraint + subq_8.metric_time__day + , subq_8.booking_value AS booking_value_with_is_instant_constraint FROM ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.booking_value) AS booking_value + subq_7.metric_time__day + , SUM(subq_7.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.booking_value + subq_6.metric_time__day + , subq_6.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.booking_value + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.booking_value + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -329,134 +329,134 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 - ) subq_13 + subq_7.metric_time__day + ) subq_8 + ) subq_9 FULL OUTER JOIN ( -- Compute Metrics via Expressions SELECT - subq_17.metric_time__day - , subq_17.booking_value + subq_13.metric_time__day + , subq_13.booking_value FROM ( -- Aggregate Measures SELECT - subq_16.metric_time__day - , SUM(subq_16.booking_value) AS booking_value + subq_12.metric_time__day + , SUM(subq_12.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_15.metric_time__day - , subq_15.booking_value + subq_11.metric_time__day + , subq_11.booking_value FROM ( -- Metric Time Dimension 'ds' SELECT - subq_14.ds__day - , subq_14.ds__week - , subq_14.ds__month - , subq_14.ds__quarter - , subq_14.ds__year - , subq_14.ds__extract_year - , subq_14.ds__extract_quarter - , subq_14.ds__extract_month - , subq_14.ds__extract_day - , subq_14.ds__extract_dow - , subq_14.ds__extract_doy - , subq_14.ds_partitioned__day - , subq_14.ds_partitioned__week - , subq_14.ds_partitioned__month - , subq_14.ds_partitioned__quarter - , subq_14.ds_partitioned__year - , subq_14.ds_partitioned__extract_year - , subq_14.ds_partitioned__extract_quarter - , subq_14.ds_partitioned__extract_month - , subq_14.ds_partitioned__extract_day - , subq_14.ds_partitioned__extract_dow - , subq_14.ds_partitioned__extract_doy - , subq_14.paid_at__day - , subq_14.paid_at__week - , subq_14.paid_at__month - , subq_14.paid_at__quarter - , subq_14.paid_at__year - , subq_14.paid_at__extract_year - , subq_14.paid_at__extract_quarter - , subq_14.paid_at__extract_month - , subq_14.paid_at__extract_day - , subq_14.paid_at__extract_dow - , subq_14.paid_at__extract_doy - , subq_14.booking__ds__day - , subq_14.booking__ds__week - , subq_14.booking__ds__month - , subq_14.booking__ds__quarter - , subq_14.booking__ds__year - , subq_14.booking__ds__extract_year - , subq_14.booking__ds__extract_quarter - , subq_14.booking__ds__extract_month - , subq_14.booking__ds__extract_day - , subq_14.booking__ds__extract_dow - , subq_14.booking__ds__extract_doy - , subq_14.booking__ds_partitioned__day - , subq_14.booking__ds_partitioned__week - , subq_14.booking__ds_partitioned__month - , subq_14.booking__ds_partitioned__quarter - , subq_14.booking__ds_partitioned__year - , subq_14.booking__ds_partitioned__extract_year - , subq_14.booking__ds_partitioned__extract_quarter - , subq_14.booking__ds_partitioned__extract_month - , subq_14.booking__ds_partitioned__extract_day - , subq_14.booking__ds_partitioned__extract_dow - , subq_14.booking__ds_partitioned__extract_doy - , subq_14.booking__paid_at__day - , subq_14.booking__paid_at__week - , subq_14.booking__paid_at__month - , subq_14.booking__paid_at__quarter - , subq_14.booking__paid_at__year - , subq_14.booking__paid_at__extract_year - , subq_14.booking__paid_at__extract_quarter - , subq_14.booking__paid_at__extract_month - , subq_14.booking__paid_at__extract_day - , subq_14.booking__paid_at__extract_dow - , subq_14.booking__paid_at__extract_doy - , subq_14.ds__day AS metric_time__day - , subq_14.ds__week AS metric_time__week - , subq_14.ds__month AS metric_time__month - , subq_14.ds__quarter AS metric_time__quarter - , subq_14.ds__year AS metric_time__year - , subq_14.ds__extract_year AS metric_time__extract_year - , subq_14.ds__extract_quarter AS metric_time__extract_quarter - , subq_14.ds__extract_month AS metric_time__extract_month - , subq_14.ds__extract_day AS metric_time__extract_day - , subq_14.ds__extract_dow AS metric_time__extract_dow - , subq_14.ds__extract_doy AS metric_time__extract_doy - , subq_14.listing - , subq_14.guest - , subq_14.host - , subq_14.booking__listing - , subq_14.booking__guest - , subq_14.booking__host - , subq_14.is_instant - , subq_14.booking__is_instant - , subq_14.bookings - , subq_14.instant_bookings - , subq_14.booking_value - , subq_14.max_booking_value - , subq_14.min_booking_value - , subq_14.bookers - , subq_14.average_booking_value - , subq_14.referred_bookings - , subq_14.median_booking_value - , subq_14.booking_value_p99 - , subq_14.discrete_booking_value_p99 - , subq_14.approximate_continuous_booking_value_p99 - , subq_14.approximate_discrete_booking_value_p99 + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.paid_at__day + , subq_10.paid_at__week + , subq_10.paid_at__month + , subq_10.paid_at__quarter + , subq_10.paid_at__year + , subq_10.paid_at__extract_year + , subq_10.paid_at__extract_quarter + , subq_10.paid_at__extract_month + , subq_10.paid_at__extract_day + , subq_10.paid_at__extract_dow + , subq_10.paid_at__extract_doy + , subq_10.booking__ds__day + , subq_10.booking__ds__week + , subq_10.booking__ds__month + , subq_10.booking__ds__quarter + , subq_10.booking__ds__year + , subq_10.booking__ds__extract_year + , subq_10.booking__ds__extract_quarter + , subq_10.booking__ds__extract_month + , subq_10.booking__ds__extract_day + , subq_10.booking__ds__extract_dow + , subq_10.booking__ds__extract_doy + , subq_10.booking__ds_partitioned__day + , subq_10.booking__ds_partitioned__week + , subq_10.booking__ds_partitioned__month + , subq_10.booking__ds_partitioned__quarter + , subq_10.booking__ds_partitioned__year + , subq_10.booking__ds_partitioned__extract_year + , subq_10.booking__ds_partitioned__extract_quarter + , subq_10.booking__ds_partitioned__extract_month + , subq_10.booking__ds_partitioned__extract_day + , subq_10.booking__ds_partitioned__extract_dow + , subq_10.booking__ds_partitioned__extract_doy + , subq_10.booking__paid_at__day + , subq_10.booking__paid_at__week + , subq_10.booking__paid_at__month + , subq_10.booking__paid_at__quarter + , subq_10.booking__paid_at__year + , subq_10.booking__paid_at__extract_year + , subq_10.booking__paid_at__extract_quarter + , subq_10.booking__paid_at__extract_month + , subq_10.booking__paid_at__extract_day + , subq_10.booking__paid_at__extract_dow + , subq_10.booking__paid_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.guest + , subq_10.host + , subq_10.booking__listing + , subq_10.booking__guest + , subq_10.booking__host + , subq_10.is_instant + , subq_10.booking__is_instant + , subq_10.bookings + , subq_10.instant_bookings + , subq_10.booking_value + , subq_10.max_booking_value + , subq_10.min_booking_value + , subq_10.bookers + , subq_10.average_booking_value + , subq_10.referred_bookings + , subq_10.median_booking_value + , subq_10.booking_value_p99 + , subq_10.discrete_booking_value_p99 + , subq_10.approximate_continuous_booking_value_p99 + , subq_10.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -549,15 +549,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_14 - ) subq_15 - ) subq_16 + ) subq_10 + ) subq_11 + ) subq_12 GROUP BY - subq_16.metric_time__day - ) subq_17 - ) subq_18 + subq_12.metric_time__day + ) subq_13 + ) subq_14 ON - subq_13.metric_time__day = subq_18.metric_time__day + subq_9.metric_time__day = subq_14.metric_time__day GROUP BY - COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) -) subq_19 + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) +) subq_15 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_reused_measure__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_reused_measure__plan0_optimized.sql index f0def82955..b3f811ac19 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_reused_measure__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_reused_measure__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day - , MAX(subq_27.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_32.booking_value) AS booking_value + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) AS metric_time__day + , MAX(subq_23.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_28.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'metric_time__day'] @@ -31,13 +31,13 @@ FROM ( , is_instant AS booking__is_instant , booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_21 + ) subq_17 WHERE booking__is_instant - ) subq_23 + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_27 + ) subq_23 FULL OUTER JOIN ( -- Read Elements From Semantic Model 'bookings_source' -- Metric Time Dimension 'ds' @@ -50,9 +50,9 @@ FROM ( FROM ***************************.fct_bookings bookings_source_src_28000 GROUP BY DATE_TRUNC('day', ds) - ) subq_32 + ) subq_28 ON - subq_27.metric_time__day = subq_32.metric_time__day + subq_23.metric_time__day = subq_28.metric_time__day GROUP BY - COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) -) subq_33 + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) +) subq_29 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_single_expr_and_alias__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_single_expr_and_alias__plan0.sql index 8e811be580..917ad2f2e1 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_single_expr_and_alias__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_single_expr_and_alias__plan0.sql @@ -1,236 +1,236 @@ -- Compute Metrics via Expressions SELECT - subq_13.metric_time__day + subq_9.metric_time__day , delayed_bookings * 2 AS double_counted_delayed_bookings FROM ( -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , subq_12.bookings AS delayed_bookings + subq_8.metric_time__day + , subq_8.bookings AS delayed_bookings FROM ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -323,15 +323,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE NOT booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE NOT booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 -) subq_13 + subq_7.metric_time__day + ) subq_8 +) subq_9 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql index 33436b83b6..31360941eb 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql @@ -25,10 +25,10 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_15 + ) subq_11 WHERE NOT booking__is_instant - ) subq_17 + ) subq_13 WHERE NOT booking__is_instant GROUP BY metric_time__day -) subq_21 +) subq_17 diff --git a/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfp_0.xml b/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfp_0.xml index 55adf72d1b..99eaf6a620 100644 --- a/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfp_0.xml +++ b/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfp_0.xml @@ -46,7 +46,7 @@ - + diff --git a/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfpo_0.xml b/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfpo_0.xml index 714ce67d0d..8201ad4a73 100644 --- a/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfpo_0.xml +++ b/tests_metricflow/snapshots/test_source_scan_optimizer.py/DataflowPlan/test_constrained_metric_not_combined__dfpo_0.xml @@ -46,7 +46,7 @@ - + @@ -88,7 +88,7 @@ - + diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0.sql index 7361c1ba39..077b8a4c94 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,242 @@ -- Compute Metrics via Expressions SELECT - subq_15.metric_time__day - , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_13.metric_time__day AS metric_time__day - , subq_12.bookings AS bookings + subq_9.metric_time__day AS metric_time__day + , subq_8.bookings AS bookings FROM ( -- Time Spine SELECT - subq_14.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_14 - ) subq_13 + subq_10.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_10 + ) subq_9 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -329,17 +329,17 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 + subq_7.metric_time__day + ) subq_8 ON - subq_13.metric_time__day = subq_12.metric_time__day -) subq_15 + subq_9.metric_time__day = subq_8.metric_time__day +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 7d50623eec..937c857812 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_24.ds AS metric_time__day - , subq_22.bookings AS bookings - FROM ***************************.mf_time_spine subq_24 + subq_20.ds AS metric_time__day + , subq_18.bookings AS bookings + FROM ***************************.mf_time_spine subq_20 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -30,13 +30,13 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_17 + ) subq_13 WHERE booking__is_instant - ) subq_19 + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_22 + ) subq_18 ON - subq_24.ds = subq_22.metric_time__day -) subq_25 + subq_20.ds = subq_18.metric_time__day +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index 477299a8d2..fe5d8ea8c7 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,246 +1,246 @@ -- Compute Metrics via Expressions SELECT - subq_15.metric_time__day - , subq_15.booking__is_instant - , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , subq_11.booking__is_instant + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_14.metric_time__day - , subq_14.booking__is_instant - , subq_14.bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , subq_10.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_12.metric_time__day AS metric_time__day - , subq_11.booking__is_instant AS booking__is_instant - , subq_11.bookings AS bookings + subq_8.metric_time__day AS metric_time__day + , subq_7.booking__is_instant AS booking__is_instant + , subq_7.bookings AS bookings FROM ( -- Time Spine SELECT - subq_13.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_13 - ) subq_12 + subq_9.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_9 + ) subq_8 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_10.metric_time__day - , subq_10.booking__is_instant - , SUM(subq_10.bookings) AS bookings + subq_6.metric_time__day + , subq_6.booking__is_instant + , SUM(subq_6.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -333,19 +333,19 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 + ) subq_6 GROUP BY - subq_10.metric_time__day - , subq_10.booking__is_instant - ) subq_11 + subq_6.metric_time__day + , subq_6.booking__is_instant + ) subq_7 ON - subq_12.metric_time__day = subq_11.metric_time__day - ) subq_14 + subq_8.metric_time__day = subq_7.metric_time__day + ) subq_10 WHERE booking__is_instant -) subq_15 +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index d61eed9a9b..b77531128d 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_23.ds AS metric_time__day - , subq_21.booking__is_instant AS booking__is_instant - , subq_21.bookings AS bookings - FROM ***************************.mf_time_spine subq_23 + subq_19.ds AS metric_time__day + , subq_17.booking__is_instant AS booking__is_instant + , subq_17.bookings AS bookings + FROM ***************************.mf_time_spine subq_19 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -38,16 +38,16 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_17 + ) subq_13 WHERE booking__is_instant - ) subq_19 + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_21 + ) subq_17 ON - subq_23.ds = subq_21.metric_time__day - ) subq_24 + subq_19.ds = subq_17.metric_time__day + ) subq_20 WHERE booking__is_instant -) subq_25 +) subq_21 From e9dcde39e3cac08ab47619b73ee3a447de921e3e Mon Sep 17 00:00:00 2001 From: tlento Date: Thu, 23 May 2024 14:39:44 -0700 Subject: [PATCH 6/7] Update SQL Engine Snapshots again --- ...on_with_joined_where_constraint__plan0.sql | 423 ++--- ...ined_where_constraint__plan0_optimized.sql | 21 +- ...on_with_joined_where_constraint__plan0.sql | 425 ++--- ...ined_where_constraint__plan0_optimized.sql | 21 +- ...on_with_joined_where_constraint__plan0.sql | 425 ++--- ...ined_where_constraint__plan0_optimized.sql | 21 +- ...on_with_joined_where_constraint__plan0.sql | 425 ++--- ...ined_where_constraint__plan0_optimized.sql | 21 +- ...on_with_joined_where_constraint__plan0.sql | 425 ++--- ...ined_where_constraint__plan0_optimized.sql | 21 +- ...on_with_joined_where_constraint__plan0.sql | 425 ++--- ...ined_where_constraint__plan0_optimized.sql | 21 +- .../BigQuery/test_nested_filters__plan0.sql | 1612 ++++++++--------- .../test_nested_filters__plan0_optimized.sql | 44 +- .../Databricks/test_nested_filters__plan0.sql | 1612 ++++++++--------- .../test_nested_filters__plan0_optimized.sql | 44 +- .../Postgres/test_nested_filters__plan0.sql | 1612 ++++++++--------- .../test_nested_filters__plan0_optimized.sql | 44 +- .../Redshift/test_nested_filters__plan0.sql | 1612 ++++++++--------- .../test_nested_filters__plan0_optimized.sql | 44 +- .../Snowflake/test_nested_filters__plan0.sql | 1612 ++++++++--------- .../test_nested_filters__plan0_optimized.sql | 44 +- .../Trino/test_nested_filters__plan0.sql | 1612 ++++++++--------- .../test_nested_filters__plan0_optimized.sql | 44 +- ...values_with_a_join_and_a_filter__plan0.sql | 332 ++-- ...h_a_join_and_a_filter__plan0_optimized.sql | 24 +- ...values_with_a_join_and_a_filter__plan0.sql | 336 ++-- ...h_a_join_and_a_filter__plan0_optimized.sql | 24 +- ...values_with_a_join_and_a_filter__plan0.sql | 336 ++-- ...h_a_join_and_a_filter__plan0_optimized.sql | 24 +- ...values_with_a_join_and_a_filter__plan0.sql | 336 ++-- ...h_a_join_and_a_filter__plan0_optimized.sql | 24 +- ...values_with_a_join_and_a_filter__plan0.sql | 336 ++-- ...h_a_join_and_a_filter__plan0_optimized.sql | 24 +- ...values_with_a_join_and_a_filter__plan0.sql | 336 ++-- ...h_a_join_and_a_filter__plan0_optimized.sql | 24 +- .../test_inner_query_single_hop__plan0.sql | 372 ++-- ...nner_query_single_hop__plan0_optimized.sql | 12 +- .../test_inner_query_single_hop__plan0.sql | 374 ++-- ...nner_query_single_hop__plan0_optimized.sql | 12 +- .../test_inner_query_single_hop__plan0.sql | 374 ++-- ...nner_query_single_hop__plan0_optimized.sql | 12 +- .../test_inner_query_single_hop__plan0.sql | 374 ++-- ...nner_query_single_hop__plan0_optimized.sql | 12 +- .../test_inner_query_single_hop__plan0.sql | 374 ++-- ...nner_query_single_hop__plan0_optimized.sql | 12 +- .../test_inner_query_single_hop__plan0.sql | 374 ++-- ...nner_query_single_hop__plan0_optimized.sql | 12 +- ...dimensions_with_time_constraint__plan0.sql | 308 ++-- ...dimensions_with_time_constraint__plan0.sql | 314 ++-- ...dimensions_with_time_constraint__plan0.sql | 314 ++-- ...dimensions_with_time_constraint__plan0.sql | 314 ++-- ...dimensions_with_time_constraint__plan0.sql | 314 ++-- ...dimensions_with_time_constraint__plan0.sql | 314 ++-- ...re_source_categorical_dimension__plan0.sql | 563 ++++++ ...categorical_dimension__plan0_optimized.sql | 58 + ..._categorical_dimension_pushdown__plan0.sql | 515 +++--- ...al_dimension_pushdown__plan0_optimized.sql | 50 +- ..._categorical_dimension_pushdown__plan0.sql | 594 +++--- ...al_dimension_pushdown__plan0_optimized.sql | 12 +- ...re_source_categorical_dimension__plan0.sql | 563 ++++++ ...categorical_dimension__plan0_optimized.sql | 58 + ..._categorical_dimension_pushdown__plan0.sql | 515 +++--- ...al_dimension_pushdown__plan0_optimized.sql | 50 +- ..._categorical_dimension_pushdown__plan0.sql | 596 +++--- ...al_dimension_pushdown__plan0_optimized.sql | 12 +- ...re_source_categorical_dimension__plan0.sql | 563 ++++++ ...categorical_dimension__plan0_optimized.sql | 58 + ..._categorical_dimension_pushdown__plan0.sql | 515 +++--- ...al_dimension_pushdown__plan0_optimized.sql | 50 +- ..._categorical_dimension_pushdown__plan0.sql | 596 +++--- ...al_dimension_pushdown__plan0_optimized.sql | 12 +- ...re_source_categorical_dimension__plan0.sql | 563 ++++++ ...categorical_dimension__plan0_optimized.sql | 58 + ..._categorical_dimension_pushdown__plan0.sql | 515 +++--- ...al_dimension_pushdown__plan0_optimized.sql | 50 +- ..._categorical_dimension_pushdown__plan0.sql | 596 +++--- ...al_dimension_pushdown__plan0_optimized.sql | 12 +- ...re_source_categorical_dimension__plan0.sql | 563 ++++++ ...categorical_dimension__plan0_optimized.sql | 58 + ..._categorical_dimension_pushdown__plan0.sql | 515 +++--- ...al_dimension_pushdown__plan0_optimized.sql | 50 +- ..._categorical_dimension_pushdown__plan0.sql | 596 +++--- ...al_dimension_pushdown__plan0_optimized.sql | 12 +- ...re_source_categorical_dimension__plan0.sql | 563 ++++++ ...categorical_dimension__plan0_optimized.sql | 58 + ..._categorical_dimension_pushdown__plan0.sql | 515 +++--- ...al_dimension_pushdown__plan0_optimized.sql | 50 +- ..._categorical_dimension_pushdown__plan0.sql | 596 +++--- ...al_dimension_pushdown__plan0_optimized.sql | 12 +- .../BigQuery/test_distinct_values__plan0.sql | 301 ++- .../test_distinct_values__plan0_optimized.sql | 14 +- ..._constraint_with_reused_measure__plan0.sql | 664 +++---- ...t_with_reused_measure__plan0_optimized.sql | 18 +- ...aint_with_single_expr_and_alias__plan0.sql | 434 ++--- ...single_expr_and_alias__plan0_optimized.sql | 6 +- .../test_distinct_values__plan0.sql | 303 ++-- .../test_distinct_values__plan0_optimized.sql | 14 +- ..._constraint_with_reused_measure__plan0.sql | 670 +++---- ...t_with_reused_measure__plan0_optimized.sql | 20 +- ...aint_with_single_expr_and_alias__plan0.sql | 436 ++--- ...single_expr_and_alias__plan0_optimized.sql | 6 +- .../Postgres/test_distinct_values__plan0.sql | 303 ++-- .../test_distinct_values__plan0_optimized.sql | 14 +- ..._constraint_with_reused_measure__plan0.sql | 670 +++---- ...t_with_reused_measure__plan0_optimized.sql | 20 +- ...aint_with_single_expr_and_alias__plan0.sql | 436 ++--- ...single_expr_and_alias__plan0_optimized.sql | 6 +- .../Redshift/test_distinct_values__plan0.sql | 303 ++-- .../test_distinct_values__plan0_optimized.sql | 14 +- ..._constraint_with_reused_measure__plan0.sql | 670 +++---- ...t_with_reused_measure__plan0_optimized.sql | 20 +- ...aint_with_single_expr_and_alias__plan0.sql | 436 ++--- ...single_expr_and_alias__plan0_optimized.sql | 6 +- .../Snowflake/test_distinct_values__plan0.sql | 303 ++-- .../test_distinct_values__plan0_optimized.sql | 14 +- ..._constraint_with_reused_measure__plan0.sql | 670 +++---- ...t_with_reused_measure__plan0_optimized.sql | 20 +- ...aint_with_single_expr_and_alias__plan0.sql | 436 ++--- ...single_expr_and_alias__plan0_optimized.sql | 6 +- .../Trino/test_distinct_values__plan0.sql | 303 ++-- .../test_distinct_values__plan0_optimized.sql | 14 +- ..._constraint_with_reused_measure__plan0.sql | 670 +++---- ...t_with_reused_measure__plan0_optimized.sql | 20 +- ...aint_with_single_expr_and_alias__plan0.sql | 436 ++--- ...single_expr_and_alias__plan0_optimized.sql | 6 +- ..._join_to_time_spine_with_filter__plan0.sql | 444 ++--- ...ime_spine_with_filter__plan0_optimized.sql | 16 +- ..._time_spine_with_queried_filter__plan0.sql | 452 ++--- ...e_with_queried_filter__plan0_optimized.sql | 20 +- ..._join_to_time_spine_with_filter__plan0.sql | 446 ++--- ...ime_spine_with_filter__plan0_optimized.sql | 16 +- ..._time_spine_with_queried_filter__plan0.sql | 456 ++--- ...e_with_queried_filter__plan0_optimized.sql | 20 +- ..._join_to_time_spine_with_filter__plan0.sql | 446 ++--- ...ime_spine_with_filter__plan0_optimized.sql | 16 +- ..._time_spine_with_queried_filter__plan0.sql | 456 ++--- ...e_with_queried_filter__plan0_optimized.sql | 20 +- ..._join_to_time_spine_with_filter__plan0.sql | 446 ++--- ...ime_spine_with_filter__plan0_optimized.sql | 16 +- ..._time_spine_with_queried_filter__plan0.sql | 456 ++--- ...e_with_queried_filter__plan0_optimized.sql | 20 +- ..._join_to_time_spine_with_filter__plan0.sql | 446 ++--- ...ime_spine_with_filter__plan0_optimized.sql | 16 +- ..._time_spine_with_queried_filter__plan0.sql | 456 ++--- ...e_with_queried_filter__plan0_optimized.sql | 20 +- ..._join_to_time_spine_with_filter__plan0.sql | 446 ++--- ...ime_spine_with_filter__plan0_optimized.sql | 16 +- ..._time_spine_with_queried_filter__plan0.sql | 456 ++--- ...e_with_queried_filter__plan0_optimized.sql | 20 +- 150 files changed, 23071 insertions(+), 20953 deletions(-) create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql create mode 100644 tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_dimension_with_joined_where_constraint__plan0.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_dimension_with_joined_where_constraint__plan0.sql index 94fc3a4f8e..68a23dbf9e 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_dimension_with_joined_where_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_dimension_with_joined_where_constraint__plan0.sql @@ -1,253 +1,192 @@ -- Pass Only Elements: ['user__home_state_latest',] SELECT - subq_7.user__home_state_latest + subq_4.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.created_at__day - , subq_6.created_at__week - , subq_6.created_at__month - , subq_6.created_at__quarter - , subq_6.created_at__year - , subq_6.created_at__extract_year - , subq_6.created_at__extract_quarter - , subq_6.created_at__extract_month - , subq_6.created_at__extract_day - , subq_6.created_at__extract_dow - , subq_6.created_at__extract_doy - , subq_6.listing__ds__day - , subq_6.listing__ds__week - , subq_6.listing__ds__month - , subq_6.listing__ds__quarter - , subq_6.listing__ds__year - , subq_6.listing__ds__extract_year - , subq_6.listing__ds__extract_quarter - , subq_6.listing__ds__extract_month - , subq_6.listing__ds__extract_day - , subq_6.listing__ds__extract_dow - , subq_6.listing__ds__extract_doy - , subq_6.listing__created_at__day - , subq_6.listing__created_at__week - , subq_6.listing__created_at__month - , subq_6.listing__created_at__quarter - , subq_6.listing__created_at__year - , subq_6.listing__created_at__extract_year - , subq_6.listing__created_at__extract_quarter - , subq_6.listing__created_at__extract_month - , subq_6.listing__created_at__extract_day - , subq_6.listing__created_at__extract_dow - , subq_6.listing__created_at__extract_doy - , subq_6.listing - , subq_6.user - , subq_6.listing__user - , subq_6.country_latest - , subq_6.is_lux_latest - , subq_6.capacity_latest - , subq_6.listing__country_latest - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.user__home_state_latest - , subq_6.listings - , subq_6.largest_listing - , subq_6.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.user__home_state_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_3.ds__day AS ds__day - , subq_3.ds__week AS ds__week - , subq_3.ds__month AS ds__month - , subq_3.ds__quarter AS ds__quarter - , subq_3.ds__year AS ds__year - , subq_3.ds__extract_year AS ds__extract_year - , subq_3.ds__extract_quarter AS ds__extract_quarter - , subq_3.ds__extract_month AS ds__extract_month - , subq_3.ds__extract_day AS ds__extract_day - , subq_3.ds__extract_dow AS ds__extract_dow - , subq_3.ds__extract_doy AS ds__extract_doy - , subq_3.created_at__day AS created_at__day - , subq_3.created_at__week AS created_at__week - , subq_3.created_at__month AS created_at__month - , subq_3.created_at__quarter AS created_at__quarter - , subq_3.created_at__year AS created_at__year - , subq_3.created_at__extract_year AS created_at__extract_year - , subq_3.created_at__extract_quarter AS created_at__extract_quarter - , subq_3.created_at__extract_month AS created_at__extract_month - , subq_3.created_at__extract_day AS created_at__extract_day - , subq_3.created_at__extract_dow AS created_at__extract_dow - , subq_3.created_at__extract_doy AS created_at__extract_doy - , subq_3.listing__ds__day AS listing__ds__day - , subq_3.listing__ds__week AS listing__ds__week - , subq_3.listing__ds__month AS listing__ds__month - , subq_3.listing__ds__quarter AS listing__ds__quarter - , subq_3.listing__ds__year AS listing__ds__year - , subq_3.listing__ds__extract_year AS listing__ds__extract_year - , subq_3.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_3.listing__ds__extract_month AS listing__ds__extract_month - , subq_3.listing__ds__extract_day AS listing__ds__extract_day - , subq_3.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_3.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_3.listing__created_at__day AS listing__created_at__day - , subq_3.listing__created_at__week AS listing__created_at__week - , subq_3.listing__created_at__month AS listing__created_at__month - , subq_3.listing__created_at__quarter AS listing__created_at__quarter - , subq_3.listing__created_at__year AS listing__created_at__year - , subq_3.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_3.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_3.listing AS listing - , subq_3.user AS user - , subq_3.listing__user AS listing__user - , subq_3.country_latest AS country_latest - , subq_3.is_lux_latest AS is_lux_latest - , subq_3.capacity_latest AS capacity_latest - , subq_3.listing__country_latest AS listing__country_latest - , subq_3.listing__is_lux_latest AS listing__is_lux_latest - , subq_3.listing__capacity_latest AS listing__capacity_latest - , subq_5.home_state_latest AS user__home_state_latest - , subq_3.listings AS listings - , subq_3.largest_listing AS largest_listing - , subq_3.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_2.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - subq_2.ds__day - , subq_2.ds__week - , subq_2.ds__month - , subq_2.ds__quarter - , subq_2.ds__year - , subq_2.ds__extract_year - , subq_2.ds__extract_quarter - , subq_2.ds__extract_month - , subq_2.ds__extract_day - , subq_2.ds__extract_dow - , subq_2.ds__extract_doy - , subq_2.created_at__day - , subq_2.created_at__week - , subq_2.created_at__month - , subq_2.created_at__quarter - , subq_2.created_at__year - , subq_2.created_at__extract_year - , subq_2.created_at__extract_quarter - , subq_2.created_at__extract_month - , subq_2.created_at__extract_day - , subq_2.created_at__extract_dow - , subq_2.created_at__extract_doy - , subq_2.listing__ds__day - , subq_2.listing__ds__week - , subq_2.listing__ds__month - , subq_2.listing__ds__quarter - , subq_2.listing__ds__year - , subq_2.listing__ds__extract_year - , subq_2.listing__ds__extract_quarter - , subq_2.listing__ds__extract_month - , subq_2.listing__ds__extract_day - , subq_2.listing__ds__extract_dow - , subq_2.listing__ds__extract_doy - , subq_2.listing__created_at__day - , subq_2.listing__created_at__week - , subq_2.listing__created_at__month - , subq_2.listing__created_at__quarter - , subq_2.listing__created_at__year - , subq_2.listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month - , subq_2.listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy - , subq_2.listing - , subq_2.user - , subq_2.listing__user - , subq_2.country_latest - , subq_2.is_lux_latest - , subq_2.capacity_latest - , subq_2.listing__country_latest - , subq_2.listing__is_lux_latest - , subq_2.listing__capacity_latest - , subq_2.listings - , subq_2.largest_listing - , subq_2.smallest_listing - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS ds__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS ds__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS ds__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS ds__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS ds__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS created_at__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS created_at__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS created_at__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS created_at__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS created_at__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__ds__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__ds__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__ds__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__ds__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__ds__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__created_at__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__created_at__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__created_at__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__created_at__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__created_at__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 - WHERE listing__country_latest = 'us' - ) subq_3 + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_0 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_4.user - , subq_4.home_state_latest + subq_1.user + , subq_1.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -277,12 +216,12 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_4 - ) subq_5 + ) subq_1 + ) subq_2 ON - subq_3.user = subq_5.user - ) subq_6 + subq_0.user = subq_2.user + ) subq_3 WHERE listing__country_latest = 'us' -) subq_7 +) subq_4 GROUP BY user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_dimension_with_joined_where_constraint__plan0_optimized.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_dimension_with_joined_where_constraint__plan0_optimized.sql index f2ac976dac..c4e57d3c86 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_dimension_with_joined_where_constraint__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_dimension_with_joined_where_constraint__plan0_optimized.sql @@ -5,27 +5,14 @@ SELECT FROM ( -- Join Standard Outputs SELECT - subq_9.listing__country_latest AS listing__country_latest + listings_latest_src_28000.country AS listing__country_latest , users_latest_src_28000.home_state_latest AS user__home_state_latest - FROM ( - -- Constrain Output with WHERE - SELECT - subq_8.user - , listing__country_latest - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - country AS listing__country_latest - , user_id AS user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_8 - WHERE listing__country_latest = 'us' - ) subq_9 + FROM ***************************.dim_listings_latest listings_latest_src_28000 FULL OUTER JOIN ***************************.dim_users_latest users_latest_src_28000 ON - subq_9.user = users_latest_src_28000.user_id -) subq_12 + listings_latest_src_28000.user_id = users_latest_src_28000.user_id +) subq_8 WHERE listing__country_latest = 'us' GROUP BY user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_dimension_with_joined_where_constraint__plan0.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_dimension_with_joined_where_constraint__plan0.sql index 78c446668c..1d8a2bddf2 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_dimension_with_joined_where_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_dimension_with_joined_where_constraint__plan0.sql @@ -1,253 +1,192 @@ -- Pass Only Elements: ['user__home_state_latest',] SELECT - subq_7.user__home_state_latest + subq_4.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.created_at__day - , subq_6.created_at__week - , subq_6.created_at__month - , subq_6.created_at__quarter - , subq_6.created_at__year - , subq_6.created_at__extract_year - , subq_6.created_at__extract_quarter - , subq_6.created_at__extract_month - , subq_6.created_at__extract_day - , subq_6.created_at__extract_dow - , subq_6.created_at__extract_doy - , subq_6.listing__ds__day - , subq_6.listing__ds__week - , subq_6.listing__ds__month - , subq_6.listing__ds__quarter - , subq_6.listing__ds__year - , subq_6.listing__ds__extract_year - , subq_6.listing__ds__extract_quarter - , subq_6.listing__ds__extract_month - , subq_6.listing__ds__extract_day - , subq_6.listing__ds__extract_dow - , subq_6.listing__ds__extract_doy - , subq_6.listing__created_at__day - , subq_6.listing__created_at__week - , subq_6.listing__created_at__month - , subq_6.listing__created_at__quarter - , subq_6.listing__created_at__year - , subq_6.listing__created_at__extract_year - , subq_6.listing__created_at__extract_quarter - , subq_6.listing__created_at__extract_month - , subq_6.listing__created_at__extract_day - , subq_6.listing__created_at__extract_dow - , subq_6.listing__created_at__extract_doy - , subq_6.listing - , subq_6.user - , subq_6.listing__user - , subq_6.country_latest - , subq_6.is_lux_latest - , subq_6.capacity_latest - , subq_6.listing__country_latest - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.user__home_state_latest - , subq_6.listings - , subq_6.largest_listing - , subq_6.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.user__home_state_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_3.ds__day AS ds__day - , subq_3.ds__week AS ds__week - , subq_3.ds__month AS ds__month - , subq_3.ds__quarter AS ds__quarter - , subq_3.ds__year AS ds__year - , subq_3.ds__extract_year AS ds__extract_year - , subq_3.ds__extract_quarter AS ds__extract_quarter - , subq_3.ds__extract_month AS ds__extract_month - , subq_3.ds__extract_day AS ds__extract_day - , subq_3.ds__extract_dow AS ds__extract_dow - , subq_3.ds__extract_doy AS ds__extract_doy - , subq_3.created_at__day AS created_at__day - , subq_3.created_at__week AS created_at__week - , subq_3.created_at__month AS created_at__month - , subq_3.created_at__quarter AS created_at__quarter - , subq_3.created_at__year AS created_at__year - , subq_3.created_at__extract_year AS created_at__extract_year - , subq_3.created_at__extract_quarter AS created_at__extract_quarter - , subq_3.created_at__extract_month AS created_at__extract_month - , subq_3.created_at__extract_day AS created_at__extract_day - , subq_3.created_at__extract_dow AS created_at__extract_dow - , subq_3.created_at__extract_doy AS created_at__extract_doy - , subq_3.listing__ds__day AS listing__ds__day - , subq_3.listing__ds__week AS listing__ds__week - , subq_3.listing__ds__month AS listing__ds__month - , subq_3.listing__ds__quarter AS listing__ds__quarter - , subq_3.listing__ds__year AS listing__ds__year - , subq_3.listing__ds__extract_year AS listing__ds__extract_year - , subq_3.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_3.listing__ds__extract_month AS listing__ds__extract_month - , subq_3.listing__ds__extract_day AS listing__ds__extract_day - , subq_3.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_3.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_3.listing__created_at__day AS listing__created_at__day - , subq_3.listing__created_at__week AS listing__created_at__week - , subq_3.listing__created_at__month AS listing__created_at__month - , subq_3.listing__created_at__quarter AS listing__created_at__quarter - , subq_3.listing__created_at__year AS listing__created_at__year - , subq_3.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_3.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_3.listing AS listing - , subq_3.user AS user - , subq_3.listing__user AS listing__user - , subq_3.country_latest AS country_latest - , subq_3.is_lux_latest AS is_lux_latest - , subq_3.capacity_latest AS capacity_latest - , subq_3.listing__country_latest AS listing__country_latest - , subq_3.listing__is_lux_latest AS listing__is_lux_latest - , subq_3.listing__capacity_latest AS listing__capacity_latest - , subq_5.home_state_latest AS user__home_state_latest - , subq_3.listings AS listings - , subq_3.largest_listing AS largest_listing - , subq_3.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_2.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - subq_2.ds__day - , subq_2.ds__week - , subq_2.ds__month - , subq_2.ds__quarter - , subq_2.ds__year - , subq_2.ds__extract_year - , subq_2.ds__extract_quarter - , subq_2.ds__extract_month - , subq_2.ds__extract_day - , subq_2.ds__extract_dow - , subq_2.ds__extract_doy - , subq_2.created_at__day - , subq_2.created_at__week - , subq_2.created_at__month - , subq_2.created_at__quarter - , subq_2.created_at__year - , subq_2.created_at__extract_year - , subq_2.created_at__extract_quarter - , subq_2.created_at__extract_month - , subq_2.created_at__extract_day - , subq_2.created_at__extract_dow - , subq_2.created_at__extract_doy - , subq_2.listing__ds__day - , subq_2.listing__ds__week - , subq_2.listing__ds__month - , subq_2.listing__ds__quarter - , subq_2.listing__ds__year - , subq_2.listing__ds__extract_year - , subq_2.listing__ds__extract_quarter - , subq_2.listing__ds__extract_month - , subq_2.listing__ds__extract_day - , subq_2.listing__ds__extract_dow - , subq_2.listing__ds__extract_doy - , subq_2.listing__created_at__day - , subq_2.listing__created_at__week - , subq_2.listing__created_at__month - , subq_2.listing__created_at__quarter - , subq_2.listing__created_at__year - , subq_2.listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month - , subq_2.listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy - , subq_2.listing - , subq_2.user - , subq_2.listing__user - , subq_2.country_latest - , subq_2.is_lux_latest - , subq_2.capacity_latest - , subq_2.listing__country_latest - , subq_2.listing__is_lux_latest - , subq_2.listing__capacity_latest - , subq_2.listings - , subq_2.largest_listing - , subq_2.smallest_listing - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 - WHERE listing__country_latest = 'us' - ) subq_3 + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_0 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_4.user - , subq_4.home_state_latest + subq_1.user + , subq_1.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -277,12 +216,12 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_4 - ) subq_5 + ) subq_1 + ) subq_2 ON - subq_3.user = subq_5.user - ) subq_6 + subq_0.user = subq_2.user + ) subq_3 WHERE listing__country_latest = 'us' -) subq_7 +) subq_4 GROUP BY - subq_7.user__home_state_latest + subq_4.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_dimension_with_joined_where_constraint__plan0_optimized.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_dimension_with_joined_where_constraint__plan0_optimized.sql index f2ac976dac..c4e57d3c86 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_dimension_with_joined_where_constraint__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_dimension_with_joined_where_constraint__plan0_optimized.sql @@ -5,27 +5,14 @@ SELECT FROM ( -- Join Standard Outputs SELECT - subq_9.listing__country_latest AS listing__country_latest + listings_latest_src_28000.country AS listing__country_latest , users_latest_src_28000.home_state_latest AS user__home_state_latest - FROM ( - -- Constrain Output with WHERE - SELECT - subq_8.user - , listing__country_latest - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - country AS listing__country_latest - , user_id AS user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_8 - WHERE listing__country_latest = 'us' - ) subq_9 + FROM ***************************.dim_listings_latest listings_latest_src_28000 FULL OUTER JOIN ***************************.dim_users_latest users_latest_src_28000 ON - subq_9.user = users_latest_src_28000.user_id -) subq_12 + listings_latest_src_28000.user_id = users_latest_src_28000.user_id +) subq_8 WHERE listing__country_latest = 'us' GROUP BY user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_dimension_with_joined_where_constraint__plan0.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_dimension_with_joined_where_constraint__plan0.sql index 9b9dc5ff09..ed1028fb88 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_dimension_with_joined_where_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_dimension_with_joined_where_constraint__plan0.sql @@ -1,253 +1,192 @@ -- Pass Only Elements: ['user__home_state_latest',] SELECT - subq_7.user__home_state_latest + subq_4.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.created_at__day - , subq_6.created_at__week - , subq_6.created_at__month - , subq_6.created_at__quarter - , subq_6.created_at__year - , subq_6.created_at__extract_year - , subq_6.created_at__extract_quarter - , subq_6.created_at__extract_month - , subq_6.created_at__extract_day - , subq_6.created_at__extract_dow - , subq_6.created_at__extract_doy - , subq_6.listing__ds__day - , subq_6.listing__ds__week - , subq_6.listing__ds__month - , subq_6.listing__ds__quarter - , subq_6.listing__ds__year - , subq_6.listing__ds__extract_year - , subq_6.listing__ds__extract_quarter - , subq_6.listing__ds__extract_month - , subq_6.listing__ds__extract_day - , subq_6.listing__ds__extract_dow - , subq_6.listing__ds__extract_doy - , subq_6.listing__created_at__day - , subq_6.listing__created_at__week - , subq_6.listing__created_at__month - , subq_6.listing__created_at__quarter - , subq_6.listing__created_at__year - , subq_6.listing__created_at__extract_year - , subq_6.listing__created_at__extract_quarter - , subq_6.listing__created_at__extract_month - , subq_6.listing__created_at__extract_day - , subq_6.listing__created_at__extract_dow - , subq_6.listing__created_at__extract_doy - , subq_6.listing - , subq_6.user - , subq_6.listing__user - , subq_6.country_latest - , subq_6.is_lux_latest - , subq_6.capacity_latest - , subq_6.listing__country_latest - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.user__home_state_latest - , subq_6.listings - , subq_6.largest_listing - , subq_6.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.user__home_state_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_3.ds__day AS ds__day - , subq_3.ds__week AS ds__week - , subq_3.ds__month AS ds__month - , subq_3.ds__quarter AS ds__quarter - , subq_3.ds__year AS ds__year - , subq_3.ds__extract_year AS ds__extract_year - , subq_3.ds__extract_quarter AS ds__extract_quarter - , subq_3.ds__extract_month AS ds__extract_month - , subq_3.ds__extract_day AS ds__extract_day - , subq_3.ds__extract_dow AS ds__extract_dow - , subq_3.ds__extract_doy AS ds__extract_doy - , subq_3.created_at__day AS created_at__day - , subq_3.created_at__week AS created_at__week - , subq_3.created_at__month AS created_at__month - , subq_3.created_at__quarter AS created_at__quarter - , subq_3.created_at__year AS created_at__year - , subq_3.created_at__extract_year AS created_at__extract_year - , subq_3.created_at__extract_quarter AS created_at__extract_quarter - , subq_3.created_at__extract_month AS created_at__extract_month - , subq_3.created_at__extract_day AS created_at__extract_day - , subq_3.created_at__extract_dow AS created_at__extract_dow - , subq_3.created_at__extract_doy AS created_at__extract_doy - , subq_3.listing__ds__day AS listing__ds__day - , subq_3.listing__ds__week AS listing__ds__week - , subq_3.listing__ds__month AS listing__ds__month - , subq_3.listing__ds__quarter AS listing__ds__quarter - , subq_3.listing__ds__year AS listing__ds__year - , subq_3.listing__ds__extract_year AS listing__ds__extract_year - , subq_3.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_3.listing__ds__extract_month AS listing__ds__extract_month - , subq_3.listing__ds__extract_day AS listing__ds__extract_day - , subq_3.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_3.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_3.listing__created_at__day AS listing__created_at__day - , subq_3.listing__created_at__week AS listing__created_at__week - , subq_3.listing__created_at__month AS listing__created_at__month - , subq_3.listing__created_at__quarter AS listing__created_at__quarter - , subq_3.listing__created_at__year AS listing__created_at__year - , subq_3.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_3.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_3.listing AS listing - , subq_3.user AS user - , subq_3.listing__user AS listing__user - , subq_3.country_latest AS country_latest - , subq_3.is_lux_latest AS is_lux_latest - , subq_3.capacity_latest AS capacity_latest - , subq_3.listing__country_latest AS listing__country_latest - , subq_3.listing__is_lux_latest AS listing__is_lux_latest - , subq_3.listing__capacity_latest AS listing__capacity_latest - , subq_5.home_state_latest AS user__home_state_latest - , subq_3.listings AS listings - , subq_3.largest_listing AS largest_listing - , subq_3.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_2.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - subq_2.ds__day - , subq_2.ds__week - , subq_2.ds__month - , subq_2.ds__quarter - , subq_2.ds__year - , subq_2.ds__extract_year - , subq_2.ds__extract_quarter - , subq_2.ds__extract_month - , subq_2.ds__extract_day - , subq_2.ds__extract_dow - , subq_2.ds__extract_doy - , subq_2.created_at__day - , subq_2.created_at__week - , subq_2.created_at__month - , subq_2.created_at__quarter - , subq_2.created_at__year - , subq_2.created_at__extract_year - , subq_2.created_at__extract_quarter - , subq_2.created_at__extract_month - , subq_2.created_at__extract_day - , subq_2.created_at__extract_dow - , subq_2.created_at__extract_doy - , subq_2.listing__ds__day - , subq_2.listing__ds__week - , subq_2.listing__ds__month - , subq_2.listing__ds__quarter - , subq_2.listing__ds__year - , subq_2.listing__ds__extract_year - , subq_2.listing__ds__extract_quarter - , subq_2.listing__ds__extract_month - , subq_2.listing__ds__extract_day - , subq_2.listing__ds__extract_dow - , subq_2.listing__ds__extract_doy - , subq_2.listing__created_at__day - , subq_2.listing__created_at__week - , subq_2.listing__created_at__month - , subq_2.listing__created_at__quarter - , subq_2.listing__created_at__year - , subq_2.listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month - , subq_2.listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy - , subq_2.listing - , subq_2.user - , subq_2.listing__user - , subq_2.country_latest - , subq_2.is_lux_latest - , subq_2.capacity_latest - , subq_2.listing__country_latest - , subq_2.listing__is_lux_latest - , subq_2.listing__capacity_latest - , subq_2.listings - , subq_2.largest_listing - , subq_2.smallest_listing - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 - WHERE listing__country_latest = 'us' - ) subq_3 + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_0 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_4.user - , subq_4.home_state_latest + subq_1.user + , subq_1.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -277,12 +216,12 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_4 - ) subq_5 + ) subq_1 + ) subq_2 ON - subq_3.user = subq_5.user - ) subq_6 + subq_0.user = subq_2.user + ) subq_3 WHERE listing__country_latest = 'us' -) subq_7 +) subq_4 GROUP BY - subq_7.user__home_state_latest + subq_4.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_dimension_with_joined_where_constraint__plan0_optimized.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_dimension_with_joined_where_constraint__plan0_optimized.sql index f2ac976dac..c4e57d3c86 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_dimension_with_joined_where_constraint__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_dimension_with_joined_where_constraint__plan0_optimized.sql @@ -5,27 +5,14 @@ SELECT FROM ( -- Join Standard Outputs SELECT - subq_9.listing__country_latest AS listing__country_latest + listings_latest_src_28000.country AS listing__country_latest , users_latest_src_28000.home_state_latest AS user__home_state_latest - FROM ( - -- Constrain Output with WHERE - SELECT - subq_8.user - , listing__country_latest - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - country AS listing__country_latest - , user_id AS user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_8 - WHERE listing__country_latest = 'us' - ) subq_9 + FROM ***************************.dim_listings_latest listings_latest_src_28000 FULL OUTER JOIN ***************************.dim_users_latest users_latest_src_28000 ON - subq_9.user = users_latest_src_28000.user_id -) subq_12 + listings_latest_src_28000.user_id = users_latest_src_28000.user_id +) subq_8 WHERE listing__country_latest = 'us' GROUP BY user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_dimension_with_joined_where_constraint__plan0.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_dimension_with_joined_where_constraint__plan0.sql index 46e4dd2a52..c59a5e39af 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_dimension_with_joined_where_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_dimension_with_joined_where_constraint__plan0.sql @@ -1,253 +1,192 @@ -- Pass Only Elements: ['user__home_state_latest',] SELECT - subq_7.user__home_state_latest + subq_4.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.created_at__day - , subq_6.created_at__week - , subq_6.created_at__month - , subq_6.created_at__quarter - , subq_6.created_at__year - , subq_6.created_at__extract_year - , subq_6.created_at__extract_quarter - , subq_6.created_at__extract_month - , subq_6.created_at__extract_day - , subq_6.created_at__extract_dow - , subq_6.created_at__extract_doy - , subq_6.listing__ds__day - , subq_6.listing__ds__week - , subq_6.listing__ds__month - , subq_6.listing__ds__quarter - , subq_6.listing__ds__year - , subq_6.listing__ds__extract_year - , subq_6.listing__ds__extract_quarter - , subq_6.listing__ds__extract_month - , subq_6.listing__ds__extract_day - , subq_6.listing__ds__extract_dow - , subq_6.listing__ds__extract_doy - , subq_6.listing__created_at__day - , subq_6.listing__created_at__week - , subq_6.listing__created_at__month - , subq_6.listing__created_at__quarter - , subq_6.listing__created_at__year - , subq_6.listing__created_at__extract_year - , subq_6.listing__created_at__extract_quarter - , subq_6.listing__created_at__extract_month - , subq_6.listing__created_at__extract_day - , subq_6.listing__created_at__extract_dow - , subq_6.listing__created_at__extract_doy - , subq_6.listing - , subq_6.user - , subq_6.listing__user - , subq_6.country_latest - , subq_6.is_lux_latest - , subq_6.capacity_latest - , subq_6.listing__country_latest - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.user__home_state_latest - , subq_6.listings - , subq_6.largest_listing - , subq_6.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.user__home_state_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_3.ds__day AS ds__day - , subq_3.ds__week AS ds__week - , subq_3.ds__month AS ds__month - , subq_3.ds__quarter AS ds__quarter - , subq_3.ds__year AS ds__year - , subq_3.ds__extract_year AS ds__extract_year - , subq_3.ds__extract_quarter AS ds__extract_quarter - , subq_3.ds__extract_month AS ds__extract_month - , subq_3.ds__extract_day AS ds__extract_day - , subq_3.ds__extract_dow AS ds__extract_dow - , subq_3.ds__extract_doy AS ds__extract_doy - , subq_3.created_at__day AS created_at__day - , subq_3.created_at__week AS created_at__week - , subq_3.created_at__month AS created_at__month - , subq_3.created_at__quarter AS created_at__quarter - , subq_3.created_at__year AS created_at__year - , subq_3.created_at__extract_year AS created_at__extract_year - , subq_3.created_at__extract_quarter AS created_at__extract_quarter - , subq_3.created_at__extract_month AS created_at__extract_month - , subq_3.created_at__extract_day AS created_at__extract_day - , subq_3.created_at__extract_dow AS created_at__extract_dow - , subq_3.created_at__extract_doy AS created_at__extract_doy - , subq_3.listing__ds__day AS listing__ds__day - , subq_3.listing__ds__week AS listing__ds__week - , subq_3.listing__ds__month AS listing__ds__month - , subq_3.listing__ds__quarter AS listing__ds__quarter - , subq_3.listing__ds__year AS listing__ds__year - , subq_3.listing__ds__extract_year AS listing__ds__extract_year - , subq_3.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_3.listing__ds__extract_month AS listing__ds__extract_month - , subq_3.listing__ds__extract_day AS listing__ds__extract_day - , subq_3.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_3.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_3.listing__created_at__day AS listing__created_at__day - , subq_3.listing__created_at__week AS listing__created_at__week - , subq_3.listing__created_at__month AS listing__created_at__month - , subq_3.listing__created_at__quarter AS listing__created_at__quarter - , subq_3.listing__created_at__year AS listing__created_at__year - , subq_3.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_3.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_3.listing AS listing - , subq_3.user AS user - , subq_3.listing__user AS listing__user - , subq_3.country_latest AS country_latest - , subq_3.is_lux_latest AS is_lux_latest - , subq_3.capacity_latest AS capacity_latest - , subq_3.listing__country_latest AS listing__country_latest - , subq_3.listing__is_lux_latest AS listing__is_lux_latest - , subq_3.listing__capacity_latest AS listing__capacity_latest - , subq_5.home_state_latest AS user__home_state_latest - , subq_3.listings AS listings - , subq_3.largest_listing AS largest_listing - , subq_3.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_2.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - subq_2.ds__day - , subq_2.ds__week - , subq_2.ds__month - , subq_2.ds__quarter - , subq_2.ds__year - , subq_2.ds__extract_year - , subq_2.ds__extract_quarter - , subq_2.ds__extract_month - , subq_2.ds__extract_day - , subq_2.ds__extract_dow - , subq_2.ds__extract_doy - , subq_2.created_at__day - , subq_2.created_at__week - , subq_2.created_at__month - , subq_2.created_at__quarter - , subq_2.created_at__year - , subq_2.created_at__extract_year - , subq_2.created_at__extract_quarter - , subq_2.created_at__extract_month - , subq_2.created_at__extract_day - , subq_2.created_at__extract_dow - , subq_2.created_at__extract_doy - , subq_2.listing__ds__day - , subq_2.listing__ds__week - , subq_2.listing__ds__month - , subq_2.listing__ds__quarter - , subq_2.listing__ds__year - , subq_2.listing__ds__extract_year - , subq_2.listing__ds__extract_quarter - , subq_2.listing__ds__extract_month - , subq_2.listing__ds__extract_day - , subq_2.listing__ds__extract_dow - , subq_2.listing__ds__extract_doy - , subq_2.listing__created_at__day - , subq_2.listing__created_at__week - , subq_2.listing__created_at__month - , subq_2.listing__created_at__quarter - , subq_2.listing__created_at__year - , subq_2.listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month - , subq_2.listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy - , subq_2.listing - , subq_2.user - , subq_2.listing__user - , subq_2.country_latest - , subq_2.is_lux_latest - , subq_2.capacity_latest - , subq_2.listing__country_latest - , subq_2.listing__is_lux_latest - , subq_2.listing__capacity_latest - , subq_2.listings - , subq_2.largest_listing - , subq_2.smallest_listing - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 - WHERE listing__country_latest = 'us' - ) subq_3 + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_0 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_4.user - , subq_4.home_state_latest + subq_1.user + , subq_1.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -277,12 +216,12 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_4 - ) subq_5 + ) subq_1 + ) subq_2 ON - subq_3.user = subq_5.user - ) subq_6 + subq_0.user = subq_2.user + ) subq_3 WHERE listing__country_latest = 'us' -) subq_7 +) subq_4 GROUP BY - subq_7.user__home_state_latest + subq_4.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_dimension_with_joined_where_constraint__plan0_optimized.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_dimension_with_joined_where_constraint__plan0_optimized.sql index f2ac976dac..c4e57d3c86 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_dimension_with_joined_where_constraint__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_dimension_with_joined_where_constraint__plan0_optimized.sql @@ -5,27 +5,14 @@ SELECT FROM ( -- Join Standard Outputs SELECT - subq_9.listing__country_latest AS listing__country_latest + listings_latest_src_28000.country AS listing__country_latest , users_latest_src_28000.home_state_latest AS user__home_state_latest - FROM ( - -- Constrain Output with WHERE - SELECT - subq_8.user - , listing__country_latest - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - country AS listing__country_latest - , user_id AS user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_8 - WHERE listing__country_latest = 'us' - ) subq_9 + FROM ***************************.dim_listings_latest listings_latest_src_28000 FULL OUTER JOIN ***************************.dim_users_latest users_latest_src_28000 ON - subq_9.user = users_latest_src_28000.user_id -) subq_12 + listings_latest_src_28000.user_id = users_latest_src_28000.user_id +) subq_8 WHERE listing__country_latest = 'us' GROUP BY user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_dimension_with_joined_where_constraint__plan0.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_dimension_with_joined_where_constraint__plan0.sql index e7670aac55..d1dedc82a3 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_dimension_with_joined_where_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_dimension_with_joined_where_constraint__plan0.sql @@ -1,253 +1,192 @@ -- Pass Only Elements: ['user__home_state_latest',] SELECT - subq_7.user__home_state_latest + subq_4.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.created_at__day - , subq_6.created_at__week - , subq_6.created_at__month - , subq_6.created_at__quarter - , subq_6.created_at__year - , subq_6.created_at__extract_year - , subq_6.created_at__extract_quarter - , subq_6.created_at__extract_month - , subq_6.created_at__extract_day - , subq_6.created_at__extract_dow - , subq_6.created_at__extract_doy - , subq_6.listing__ds__day - , subq_6.listing__ds__week - , subq_6.listing__ds__month - , subq_6.listing__ds__quarter - , subq_6.listing__ds__year - , subq_6.listing__ds__extract_year - , subq_6.listing__ds__extract_quarter - , subq_6.listing__ds__extract_month - , subq_6.listing__ds__extract_day - , subq_6.listing__ds__extract_dow - , subq_6.listing__ds__extract_doy - , subq_6.listing__created_at__day - , subq_6.listing__created_at__week - , subq_6.listing__created_at__month - , subq_6.listing__created_at__quarter - , subq_6.listing__created_at__year - , subq_6.listing__created_at__extract_year - , subq_6.listing__created_at__extract_quarter - , subq_6.listing__created_at__extract_month - , subq_6.listing__created_at__extract_day - , subq_6.listing__created_at__extract_dow - , subq_6.listing__created_at__extract_doy - , subq_6.listing - , subq_6.user - , subq_6.listing__user - , subq_6.country_latest - , subq_6.is_lux_latest - , subq_6.capacity_latest - , subq_6.listing__country_latest - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.user__home_state_latest - , subq_6.listings - , subq_6.largest_listing - , subq_6.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.user__home_state_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_3.ds__day AS ds__day - , subq_3.ds__week AS ds__week - , subq_3.ds__month AS ds__month - , subq_3.ds__quarter AS ds__quarter - , subq_3.ds__year AS ds__year - , subq_3.ds__extract_year AS ds__extract_year - , subq_3.ds__extract_quarter AS ds__extract_quarter - , subq_3.ds__extract_month AS ds__extract_month - , subq_3.ds__extract_day AS ds__extract_day - , subq_3.ds__extract_dow AS ds__extract_dow - , subq_3.ds__extract_doy AS ds__extract_doy - , subq_3.created_at__day AS created_at__day - , subq_3.created_at__week AS created_at__week - , subq_3.created_at__month AS created_at__month - , subq_3.created_at__quarter AS created_at__quarter - , subq_3.created_at__year AS created_at__year - , subq_3.created_at__extract_year AS created_at__extract_year - , subq_3.created_at__extract_quarter AS created_at__extract_quarter - , subq_3.created_at__extract_month AS created_at__extract_month - , subq_3.created_at__extract_day AS created_at__extract_day - , subq_3.created_at__extract_dow AS created_at__extract_dow - , subq_3.created_at__extract_doy AS created_at__extract_doy - , subq_3.listing__ds__day AS listing__ds__day - , subq_3.listing__ds__week AS listing__ds__week - , subq_3.listing__ds__month AS listing__ds__month - , subq_3.listing__ds__quarter AS listing__ds__quarter - , subq_3.listing__ds__year AS listing__ds__year - , subq_3.listing__ds__extract_year AS listing__ds__extract_year - , subq_3.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_3.listing__ds__extract_month AS listing__ds__extract_month - , subq_3.listing__ds__extract_day AS listing__ds__extract_day - , subq_3.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_3.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_3.listing__created_at__day AS listing__created_at__day - , subq_3.listing__created_at__week AS listing__created_at__week - , subq_3.listing__created_at__month AS listing__created_at__month - , subq_3.listing__created_at__quarter AS listing__created_at__quarter - , subq_3.listing__created_at__year AS listing__created_at__year - , subq_3.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_3.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_3.listing AS listing - , subq_3.user AS user - , subq_3.listing__user AS listing__user - , subq_3.country_latest AS country_latest - , subq_3.is_lux_latest AS is_lux_latest - , subq_3.capacity_latest AS capacity_latest - , subq_3.listing__country_latest AS listing__country_latest - , subq_3.listing__is_lux_latest AS listing__is_lux_latest - , subq_3.listing__capacity_latest AS listing__capacity_latest - , subq_5.home_state_latest AS user__home_state_latest - , subq_3.listings AS listings - , subq_3.largest_listing AS largest_listing - , subq_3.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_2.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - subq_2.ds__day - , subq_2.ds__week - , subq_2.ds__month - , subq_2.ds__quarter - , subq_2.ds__year - , subq_2.ds__extract_year - , subq_2.ds__extract_quarter - , subq_2.ds__extract_month - , subq_2.ds__extract_day - , subq_2.ds__extract_dow - , subq_2.ds__extract_doy - , subq_2.created_at__day - , subq_2.created_at__week - , subq_2.created_at__month - , subq_2.created_at__quarter - , subq_2.created_at__year - , subq_2.created_at__extract_year - , subq_2.created_at__extract_quarter - , subq_2.created_at__extract_month - , subq_2.created_at__extract_day - , subq_2.created_at__extract_dow - , subq_2.created_at__extract_doy - , subq_2.listing__ds__day - , subq_2.listing__ds__week - , subq_2.listing__ds__month - , subq_2.listing__ds__quarter - , subq_2.listing__ds__year - , subq_2.listing__ds__extract_year - , subq_2.listing__ds__extract_quarter - , subq_2.listing__ds__extract_month - , subq_2.listing__ds__extract_day - , subq_2.listing__ds__extract_dow - , subq_2.listing__ds__extract_doy - , subq_2.listing__created_at__day - , subq_2.listing__created_at__week - , subq_2.listing__created_at__month - , subq_2.listing__created_at__quarter - , subq_2.listing__created_at__year - , subq_2.listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month - , subq_2.listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy - , subq_2.listing - , subq_2.user - , subq_2.listing__user - , subq_2.country_latest - , subq_2.is_lux_latest - , subq_2.capacity_latest - , subq_2.listing__country_latest - , subq_2.listing__is_lux_latest - , subq_2.listing__capacity_latest - , subq_2.listings - , subq_2.largest_listing - , subq_2.smallest_listing - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 - WHERE listing__country_latest = 'us' - ) subq_3 + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_0 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_4.user - , subq_4.home_state_latest + subq_1.user + , subq_1.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -277,12 +216,12 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_4 - ) subq_5 + ) subq_1 + ) subq_2 ON - subq_3.user = subq_5.user - ) subq_6 + subq_0.user = subq_2.user + ) subq_3 WHERE listing__country_latest = 'us' -) subq_7 +) subq_4 GROUP BY - subq_7.user__home_state_latest + subq_4.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_dimension_with_joined_where_constraint__plan0_optimized.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_dimension_with_joined_where_constraint__plan0_optimized.sql index f2ac976dac..c4e57d3c86 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_dimension_with_joined_where_constraint__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_dimension_with_joined_where_constraint__plan0_optimized.sql @@ -5,27 +5,14 @@ SELECT FROM ( -- Join Standard Outputs SELECT - subq_9.listing__country_latest AS listing__country_latest + listings_latest_src_28000.country AS listing__country_latest , users_latest_src_28000.home_state_latest AS user__home_state_latest - FROM ( - -- Constrain Output with WHERE - SELECT - subq_8.user - , listing__country_latest - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - country AS listing__country_latest - , user_id AS user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_8 - WHERE listing__country_latest = 'us' - ) subq_9 + FROM ***************************.dim_listings_latest listings_latest_src_28000 FULL OUTER JOIN ***************************.dim_users_latest users_latest_src_28000 ON - subq_9.user = users_latest_src_28000.user_id -) subq_12 + listings_latest_src_28000.user_id = users_latest_src_28000.user_id +) subq_8 WHERE listing__country_latest = 'us' GROUP BY user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Trino/test_dimension_with_joined_where_constraint__plan0.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Trino/test_dimension_with_joined_where_constraint__plan0.sql index 0f8d5830a6..c30f2c64e7 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Trino/test_dimension_with_joined_where_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Trino/test_dimension_with_joined_where_constraint__plan0.sql @@ -1,253 +1,192 @@ -- Pass Only Elements: ['user__home_state_latest',] SELECT - subq_7.user__home_state_latest + subq_4.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.created_at__day - , subq_6.created_at__week - , subq_6.created_at__month - , subq_6.created_at__quarter - , subq_6.created_at__year - , subq_6.created_at__extract_year - , subq_6.created_at__extract_quarter - , subq_6.created_at__extract_month - , subq_6.created_at__extract_day - , subq_6.created_at__extract_dow - , subq_6.created_at__extract_doy - , subq_6.listing__ds__day - , subq_6.listing__ds__week - , subq_6.listing__ds__month - , subq_6.listing__ds__quarter - , subq_6.listing__ds__year - , subq_6.listing__ds__extract_year - , subq_6.listing__ds__extract_quarter - , subq_6.listing__ds__extract_month - , subq_6.listing__ds__extract_day - , subq_6.listing__ds__extract_dow - , subq_6.listing__ds__extract_doy - , subq_6.listing__created_at__day - , subq_6.listing__created_at__week - , subq_6.listing__created_at__month - , subq_6.listing__created_at__quarter - , subq_6.listing__created_at__year - , subq_6.listing__created_at__extract_year - , subq_6.listing__created_at__extract_quarter - , subq_6.listing__created_at__extract_month - , subq_6.listing__created_at__extract_day - , subq_6.listing__created_at__extract_dow - , subq_6.listing__created_at__extract_doy - , subq_6.listing - , subq_6.user - , subq_6.listing__user - , subq_6.country_latest - , subq_6.is_lux_latest - , subq_6.capacity_latest - , subq_6.listing__country_latest - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.user__home_state_latest - , subq_6.listings - , subq_6.largest_listing - , subq_6.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.user__home_state_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_3.ds__day AS ds__day - , subq_3.ds__week AS ds__week - , subq_3.ds__month AS ds__month - , subq_3.ds__quarter AS ds__quarter - , subq_3.ds__year AS ds__year - , subq_3.ds__extract_year AS ds__extract_year - , subq_3.ds__extract_quarter AS ds__extract_quarter - , subq_3.ds__extract_month AS ds__extract_month - , subq_3.ds__extract_day AS ds__extract_day - , subq_3.ds__extract_dow AS ds__extract_dow - , subq_3.ds__extract_doy AS ds__extract_doy - , subq_3.created_at__day AS created_at__day - , subq_3.created_at__week AS created_at__week - , subq_3.created_at__month AS created_at__month - , subq_3.created_at__quarter AS created_at__quarter - , subq_3.created_at__year AS created_at__year - , subq_3.created_at__extract_year AS created_at__extract_year - , subq_3.created_at__extract_quarter AS created_at__extract_quarter - , subq_3.created_at__extract_month AS created_at__extract_month - , subq_3.created_at__extract_day AS created_at__extract_day - , subq_3.created_at__extract_dow AS created_at__extract_dow - , subq_3.created_at__extract_doy AS created_at__extract_doy - , subq_3.listing__ds__day AS listing__ds__day - , subq_3.listing__ds__week AS listing__ds__week - , subq_3.listing__ds__month AS listing__ds__month - , subq_3.listing__ds__quarter AS listing__ds__quarter - , subq_3.listing__ds__year AS listing__ds__year - , subq_3.listing__ds__extract_year AS listing__ds__extract_year - , subq_3.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_3.listing__ds__extract_month AS listing__ds__extract_month - , subq_3.listing__ds__extract_day AS listing__ds__extract_day - , subq_3.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_3.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_3.listing__created_at__day AS listing__created_at__day - , subq_3.listing__created_at__week AS listing__created_at__week - , subq_3.listing__created_at__month AS listing__created_at__month - , subq_3.listing__created_at__quarter AS listing__created_at__quarter - , subq_3.listing__created_at__year AS listing__created_at__year - , subq_3.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_3.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_3.listing AS listing - , subq_3.user AS user - , subq_3.listing__user AS listing__user - , subq_3.country_latest AS country_latest - , subq_3.is_lux_latest AS is_lux_latest - , subq_3.capacity_latest AS capacity_latest - , subq_3.listing__country_latest AS listing__country_latest - , subq_3.listing__is_lux_latest AS listing__is_lux_latest - , subq_3.listing__capacity_latest AS listing__capacity_latest - , subq_5.home_state_latest AS user__home_state_latest - , subq_3.listings AS listings - , subq_3.largest_listing AS largest_listing - , subq_3.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_2.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - subq_2.ds__day - , subq_2.ds__week - , subq_2.ds__month - , subq_2.ds__quarter - , subq_2.ds__year - , subq_2.ds__extract_year - , subq_2.ds__extract_quarter - , subq_2.ds__extract_month - , subq_2.ds__extract_day - , subq_2.ds__extract_dow - , subq_2.ds__extract_doy - , subq_2.created_at__day - , subq_2.created_at__week - , subq_2.created_at__month - , subq_2.created_at__quarter - , subq_2.created_at__year - , subq_2.created_at__extract_year - , subq_2.created_at__extract_quarter - , subq_2.created_at__extract_month - , subq_2.created_at__extract_day - , subq_2.created_at__extract_dow - , subq_2.created_at__extract_doy - , subq_2.listing__ds__day - , subq_2.listing__ds__week - , subq_2.listing__ds__month - , subq_2.listing__ds__quarter - , subq_2.listing__ds__year - , subq_2.listing__ds__extract_year - , subq_2.listing__ds__extract_quarter - , subq_2.listing__ds__extract_month - , subq_2.listing__ds__extract_day - , subq_2.listing__ds__extract_dow - , subq_2.listing__ds__extract_doy - , subq_2.listing__created_at__day - , subq_2.listing__created_at__week - , subq_2.listing__created_at__month - , subq_2.listing__created_at__quarter - , subq_2.listing__created_at__year - , subq_2.listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month - , subq_2.listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy - , subq_2.listing - , subq_2.user - , subq_2.listing__user - , subq_2.country_latest - , subq_2.is_lux_latest - , subq_2.capacity_latest - , subq_2.listing__country_latest - , subq_2.listing__is_lux_latest - , subq_2.listing__capacity_latest - , subq_2.listings - , subq_2.largest_listing - , subq_2.smallest_listing - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 - WHERE listing__country_latest = 'us' - ) subq_3 + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_0 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_4.user - , subq_4.home_state_latest + subq_1.user + , subq_1.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -277,12 +216,12 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_4 - ) subq_5 + ) subq_1 + ) subq_2 ON - subq_3.user = subq_5.user - ) subq_6 + subq_0.user = subq_2.user + ) subq_3 WHERE listing__country_latest = 'us' -) subq_7 +) subq_4 GROUP BY - subq_7.user__home_state_latest + subq_4.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Trino/test_dimension_with_joined_where_constraint__plan0_optimized.sql b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Trino/test_dimension_with_joined_where_constraint__plan0_optimized.sql index f2ac976dac..c4e57d3c86 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Trino/test_dimension_with_joined_where_constraint__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Trino/test_dimension_with_joined_where_constraint__plan0_optimized.sql @@ -5,27 +5,14 @@ SELECT FROM ( -- Join Standard Outputs SELECT - subq_9.listing__country_latest AS listing__country_latest + listings_latest_src_28000.country AS listing__country_latest , users_latest_src_28000.home_state_latest AS user__home_state_latest - FROM ( - -- Constrain Output with WHERE - SELECT - subq_8.user - , listing__country_latest - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - country AS listing__country_latest - , user_id AS user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_8 - WHERE listing__country_latest = 'us' - ) subq_9 + FROM ***************************.dim_listings_latest listings_latest_src_28000 FULL OUTER JOIN ***************************.dim_users_latest users_latest_src_28000 ON - subq_9.user = users_latest_src_28000.user_id -) subq_12 + listings_latest_src_28000.user_id = users_latest_src_28000.user_id +) subq_8 WHERE listing__country_latest = 'us' GROUP BY user__home_state_latest diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_nested_filters__plan0.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_nested_filters__plan0.sql index 78f94df918..8d2cef8941 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_nested_filters__plan0.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_nested_filters__plan0.sql @@ -8,248 +8,248 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_30.average_booking_value) AS average_booking_value - , MAX(subq_43.bookings) AS bookings - , MAX(subq_51.booking_value) AS booking_value + MAX(subq_18.average_booking_value) AS average_booking_value + , MAX(subq_31.bookings) AS bookings + , MAX(subq_39.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_29.average_booking_value + subq_17.average_booking_value FROM ( -- Aggregate Measures SELECT - AVG(subq_28.average_booking_value) AS average_booking_value + AVG(subq_16.average_booking_value) AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value',] SELECT - subq_27.average_booking_value + subq_15.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_26.booking__is_instant - , subq_26.listing__is_lux_latest - , subq_26.average_booking_value + subq_14.booking__is_instant + , subq_14.listing__is_lux_latest + , subq_14.average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_25.booking__is_instant - , subq_25.listing__is_lux_latest - , subq_25.average_booking_value + subq_13.booking__is_instant + , subq_13.listing__is_lux_latest + , subq_13.average_booking_value FROM ( -- Join Standard Outputs SELECT - subq_21.listing AS listing - , subq_21.booking__is_instant AS booking__is_instant - , subq_24.is_lux_latest AS listing__is_lux_latest - , subq_21.average_booking_value AS average_booking_value + subq_9.listing AS listing + , subq_9.booking__is_instant AS booking__is_instant + , subq_12.is_lux_latest AS listing__is_lux_latest + , subq_9.average_booking_value AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] SELECT - subq_20.listing - , subq_20.booking__is_instant - , subq_20.average_booking_value + subq_8.listing + , subq_8.booking__is_instant + , subq_8.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_19.ds__day - , subq_19.ds__week - , subq_19.ds__month - , subq_19.ds__quarter - , subq_19.ds__year - , subq_19.ds__extract_year - , subq_19.ds__extract_quarter - , subq_19.ds__extract_month - , subq_19.ds__extract_day - , subq_19.ds__extract_dow - , subq_19.ds__extract_doy - , subq_19.ds_partitioned__day - , subq_19.ds_partitioned__week - , subq_19.ds_partitioned__month - , subq_19.ds_partitioned__quarter - , subq_19.ds_partitioned__year - , subq_19.ds_partitioned__extract_year - , subq_19.ds_partitioned__extract_quarter - , subq_19.ds_partitioned__extract_month - , subq_19.ds_partitioned__extract_day - , subq_19.ds_partitioned__extract_dow - , subq_19.ds_partitioned__extract_doy - , subq_19.paid_at__day - , subq_19.paid_at__week - , subq_19.paid_at__month - , subq_19.paid_at__quarter - , subq_19.paid_at__year - , subq_19.paid_at__extract_year - , subq_19.paid_at__extract_quarter - , subq_19.paid_at__extract_month - , subq_19.paid_at__extract_day - , subq_19.paid_at__extract_dow - , subq_19.paid_at__extract_doy - , subq_19.booking__ds__day - , subq_19.booking__ds__week - , subq_19.booking__ds__month - , subq_19.booking__ds__quarter - , subq_19.booking__ds__year - , subq_19.booking__ds__extract_year - , subq_19.booking__ds__extract_quarter - , subq_19.booking__ds__extract_month - , subq_19.booking__ds__extract_day - , subq_19.booking__ds__extract_dow - , subq_19.booking__ds__extract_doy - , subq_19.booking__ds_partitioned__day - , subq_19.booking__ds_partitioned__week - , subq_19.booking__ds_partitioned__month - , subq_19.booking__ds_partitioned__quarter - , subq_19.booking__ds_partitioned__year - , subq_19.booking__ds_partitioned__extract_year - , subq_19.booking__ds_partitioned__extract_quarter - , subq_19.booking__ds_partitioned__extract_month - , subq_19.booking__ds_partitioned__extract_day - , subq_19.booking__ds_partitioned__extract_dow - , subq_19.booking__ds_partitioned__extract_doy - , subq_19.booking__paid_at__day - , subq_19.booking__paid_at__week - , subq_19.booking__paid_at__month - , subq_19.booking__paid_at__quarter - , subq_19.booking__paid_at__year - , subq_19.booking__paid_at__extract_year - , subq_19.booking__paid_at__extract_quarter - , subq_19.booking__paid_at__extract_month - , subq_19.booking__paid_at__extract_day - , subq_19.booking__paid_at__extract_dow - , subq_19.booking__paid_at__extract_doy - , subq_19.metric_time__day - , subq_19.metric_time__week - , subq_19.metric_time__month - , subq_19.metric_time__quarter - , subq_19.metric_time__year - , subq_19.metric_time__extract_year - , subq_19.metric_time__extract_quarter - , subq_19.metric_time__extract_month - , subq_19.metric_time__extract_day - , subq_19.metric_time__extract_dow - , subq_19.metric_time__extract_doy - , subq_19.listing - , subq_19.guest - , subq_19.host - , subq_19.booking__listing - , subq_19.booking__guest - , subq_19.booking__host - , subq_19.is_instant - , subq_19.booking__is_instant - , subq_19.bookings - , subq_19.instant_bookings - , subq_19.booking_value - , subq_19.max_booking_value - , subq_19.min_booking_value - , subq_19.bookers - , subq_19.average_booking_value - , subq_19.referred_bookings - , subq_19.median_booking_value - , subq_19.booking_value_p99 - , subq_19.discrete_booking_value_p99 - , subq_19.approximate_continuous_booking_value_p99 - , subq_19.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_18.ds__day - , subq_18.ds__week - , subq_18.ds__month - , subq_18.ds__quarter - , subq_18.ds__year - , subq_18.ds__extract_year - , subq_18.ds__extract_quarter - , subq_18.ds__extract_month - , subq_18.ds__extract_day - , subq_18.ds__extract_dow - , subq_18.ds__extract_doy - , subq_18.ds_partitioned__day - , subq_18.ds_partitioned__week - , subq_18.ds_partitioned__month - , subq_18.ds_partitioned__quarter - , subq_18.ds_partitioned__year - , subq_18.ds_partitioned__extract_year - , subq_18.ds_partitioned__extract_quarter - , subq_18.ds_partitioned__extract_month - , subq_18.ds_partitioned__extract_day - , subq_18.ds_partitioned__extract_dow - , subq_18.ds_partitioned__extract_doy - , subq_18.paid_at__day - , subq_18.paid_at__week - , subq_18.paid_at__month - , subq_18.paid_at__quarter - , subq_18.paid_at__year - , subq_18.paid_at__extract_year - , subq_18.paid_at__extract_quarter - , subq_18.paid_at__extract_month - , subq_18.paid_at__extract_day - , subq_18.paid_at__extract_dow - , subq_18.paid_at__extract_doy - , subq_18.booking__ds__day - , subq_18.booking__ds__week - , subq_18.booking__ds__month - , subq_18.booking__ds__quarter - , subq_18.booking__ds__year - , subq_18.booking__ds__extract_year - , subq_18.booking__ds__extract_quarter - , subq_18.booking__ds__extract_month - , subq_18.booking__ds__extract_day - , subq_18.booking__ds__extract_dow - , subq_18.booking__ds__extract_doy - , subq_18.booking__ds_partitioned__day - , subq_18.booking__ds_partitioned__week - , subq_18.booking__ds_partitioned__month - , subq_18.booking__ds_partitioned__quarter - , subq_18.booking__ds_partitioned__year - , subq_18.booking__ds_partitioned__extract_year - , subq_18.booking__ds_partitioned__extract_quarter - , subq_18.booking__ds_partitioned__extract_month - , subq_18.booking__ds_partitioned__extract_day - , subq_18.booking__ds_partitioned__extract_dow - , subq_18.booking__ds_partitioned__extract_doy - , subq_18.booking__paid_at__day - , subq_18.booking__paid_at__week - , subq_18.booking__paid_at__month - , subq_18.booking__paid_at__quarter - , subq_18.booking__paid_at__year - , subq_18.booking__paid_at__extract_year - , subq_18.booking__paid_at__extract_quarter - , subq_18.booking__paid_at__extract_month - , subq_18.booking__paid_at__extract_day - , subq_18.booking__paid_at__extract_dow - , subq_18.booking__paid_at__extract_doy - , subq_18.ds__day AS metric_time__day - , subq_18.ds__week AS metric_time__week - , subq_18.ds__month AS metric_time__month - , subq_18.ds__quarter AS metric_time__quarter - , subq_18.ds__year AS metric_time__year - , subq_18.ds__extract_year AS metric_time__extract_year - , subq_18.ds__extract_quarter AS metric_time__extract_quarter - , subq_18.ds__extract_month AS metric_time__extract_month - , subq_18.ds__extract_day AS metric_time__extract_day - , subq_18.ds__extract_dow AS metric_time__extract_dow - , subq_18.ds__extract_doy AS metric_time__extract_doy - , subq_18.listing - , subq_18.guest - , subq_18.host - , subq_18.booking__listing - , subq_18.booking__guest - , subq_18.booking__host - , subq_18.is_instant - , subq_18.booking__is_instant - , subq_18.bookings - , subq_18.instant_bookings - , subq_18.booking_value - , subq_18.max_booking_value - , subq_18.min_booking_value - , subq_18.bookers - , subq_18.average_booking_value - , subq_18.referred_bookings - , subq_18.median_booking_value - , subq_18.booking_value_p99 - , subq_18.discrete_booking_value_p99 - , subq_18.approximate_continuous_booking_value_p99 - , subq_18.approximate_discrete_booking_value_p99 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -342,86 +342,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_18 - ) subq_19 + ) subq_6 + ) subq_7 WHERE booking__is_instant - ) subq_20 - ) subq_21 + ) subq_8 + ) subq_9 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_23.listing - , subq_23.is_lux_latest + subq_11.listing + , subq_11.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_22.ds__day - , subq_22.ds__week - , subq_22.ds__month - , subq_22.ds__quarter - , subq_22.ds__year - , subq_22.ds__extract_year - , subq_22.ds__extract_quarter - , subq_22.ds__extract_month - , subq_22.ds__extract_day - , subq_22.ds__extract_dow - , subq_22.ds__extract_doy - , subq_22.created_at__day - , subq_22.created_at__week - , subq_22.created_at__month - , subq_22.created_at__quarter - , subq_22.created_at__year - , subq_22.created_at__extract_year - , subq_22.created_at__extract_quarter - , subq_22.created_at__extract_month - , subq_22.created_at__extract_day - , subq_22.created_at__extract_dow - , subq_22.created_at__extract_doy - , subq_22.listing__ds__day - , subq_22.listing__ds__week - , subq_22.listing__ds__month - , subq_22.listing__ds__quarter - , subq_22.listing__ds__year - , subq_22.listing__ds__extract_year - , subq_22.listing__ds__extract_quarter - , subq_22.listing__ds__extract_month - , subq_22.listing__ds__extract_day - , subq_22.listing__ds__extract_dow - , subq_22.listing__ds__extract_doy - , subq_22.listing__created_at__day - , subq_22.listing__created_at__week - , subq_22.listing__created_at__month - , subq_22.listing__created_at__quarter - , subq_22.listing__created_at__year - , subq_22.listing__created_at__extract_year - , subq_22.listing__created_at__extract_quarter - , subq_22.listing__created_at__extract_month - , subq_22.listing__created_at__extract_day - , subq_22.listing__created_at__extract_dow - , subq_22.listing__created_at__extract_doy - , subq_22.ds__day AS metric_time__day - , subq_22.ds__week AS metric_time__week - , subq_22.ds__month AS metric_time__month - , subq_22.ds__quarter AS metric_time__quarter - , subq_22.ds__year AS metric_time__year - , subq_22.ds__extract_year AS metric_time__extract_year - , subq_22.ds__extract_quarter AS metric_time__extract_quarter - , subq_22.ds__extract_month AS metric_time__extract_month - , subq_22.ds__extract_day AS metric_time__extract_day - , subq_22.ds__extract_dow AS metric_time__extract_dow - , subq_22.ds__extract_doy AS metric_time__extract_doy - , subq_22.listing - , subq_22.user - , subq_22.listing__user - , subq_22.country_latest - , subq_22.is_lux_latest - , subq_22.capacity_latest - , subq_22.listing__country_latest - , subq_22.listing__is_lux_latest - , subq_22.listing__capacity_latest - , subq_22.listings - , subq_22.largest_listing - , subq_22.smallest_listing + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.created_at__day + , subq_10.created_at__week + , subq_10.created_at__month + , subq_10.created_at__quarter + , subq_10.created_at__year + , subq_10.created_at__extract_year + , subq_10.created_at__extract_quarter + , subq_10.created_at__extract_month + , subq_10.created_at__extract_day + , subq_10.created_at__extract_dow + , subq_10.created_at__extract_doy + , subq_10.listing__ds__day + , subq_10.listing__ds__week + , subq_10.listing__ds__month + , subq_10.listing__ds__quarter + , subq_10.listing__ds__year + , subq_10.listing__ds__extract_year + , subq_10.listing__ds__extract_quarter + , subq_10.listing__ds__extract_month + , subq_10.listing__ds__extract_day + , subq_10.listing__ds__extract_dow + , subq_10.listing__ds__extract_doy + , subq_10.listing__created_at__day + , subq_10.listing__created_at__week + , subq_10.listing__created_at__month + , subq_10.listing__created_at__quarter + , subq_10.listing__created_at__year + , subq_10.listing__created_at__extract_year + , subq_10.listing__created_at__extract_quarter + , subq_10.listing__created_at__extract_month + , subq_10.listing__created_at__extract_day + , subq_10.listing__created_at__extract_dow + , subq_10.listing__created_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.user + , subq_10.listing__user + , subq_10.country_latest + , subq_10.is_lux_latest + , subq_10.capacity_latest + , subq_10.listing__country_latest + , subq_10.listing__is_lux_latest + , subq_10.listing__capacity_latest + , subq_10.listings + , subq_10.largest_listing + , subq_10.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -482,257 +482,257 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_22 - ) subq_23 - ) subq_24 + ) subq_10 + ) subq_11 + ) subq_12 ON - subq_21.listing = subq_24.listing - ) subq_25 - ) subq_26 + subq_9.listing = subq_12.listing + ) subq_13 + ) subq_14 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_27 - ) subq_28 - ) subq_29 - ) subq_30 + ) subq_15 + ) subq_16 + ) subq_17 + ) subq_18 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_42.bookings + subq_30.bookings FROM ( -- Aggregate Measures SELECT - SUM(subq_41.bookings) AS bookings + SUM(subq_29.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings',] SELECT - subq_40.bookings + subq_28.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_39.booking__is_instant - , subq_39.listing__is_lux_latest - , subq_39.bookings + subq_27.booking__is_instant + , subq_27.listing__is_lux_latest + , subq_27.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_38.booking__is_instant - , subq_38.listing__is_lux_latest - , subq_38.bookings + subq_26.booking__is_instant + , subq_26.listing__is_lux_latest + , subq_26.bookings FROM ( -- Join Standard Outputs SELECT - subq_34.listing AS listing - , subq_34.booking__is_instant AS booking__is_instant - , subq_37.is_lux_latest AS listing__is_lux_latest - , subq_34.bookings AS bookings + subq_22.listing AS listing + , subq_22.booking__is_instant AS booking__is_instant + , subq_25.is_lux_latest AS listing__is_lux_latest + , subq_22.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_33.listing - , subq_33.booking__is_instant - , subq_33.bookings + subq_21.listing + , subq_21.booking__is_instant + , subq_21.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_32.ds__day - , subq_32.ds__week - , subq_32.ds__month - , subq_32.ds__quarter - , subq_32.ds__year - , subq_32.ds__extract_year - , subq_32.ds__extract_quarter - , subq_32.ds__extract_month - , subq_32.ds__extract_day - , subq_32.ds__extract_dow - , subq_32.ds__extract_doy - , subq_32.ds_partitioned__day - , subq_32.ds_partitioned__week - , subq_32.ds_partitioned__month - , subq_32.ds_partitioned__quarter - , subq_32.ds_partitioned__year - , subq_32.ds_partitioned__extract_year - , subq_32.ds_partitioned__extract_quarter - , subq_32.ds_partitioned__extract_month - , subq_32.ds_partitioned__extract_day - , subq_32.ds_partitioned__extract_dow - , subq_32.ds_partitioned__extract_doy - , subq_32.paid_at__day - , subq_32.paid_at__week - , subq_32.paid_at__month - , subq_32.paid_at__quarter - , subq_32.paid_at__year - , subq_32.paid_at__extract_year - , subq_32.paid_at__extract_quarter - , subq_32.paid_at__extract_month - , subq_32.paid_at__extract_day - , subq_32.paid_at__extract_dow - , subq_32.paid_at__extract_doy - , subq_32.booking__ds__day - , subq_32.booking__ds__week - , subq_32.booking__ds__month - , subq_32.booking__ds__quarter - , subq_32.booking__ds__year - , subq_32.booking__ds__extract_year - , subq_32.booking__ds__extract_quarter - , subq_32.booking__ds__extract_month - , subq_32.booking__ds__extract_day - , subq_32.booking__ds__extract_dow - , subq_32.booking__ds__extract_doy - , subq_32.booking__ds_partitioned__day - , subq_32.booking__ds_partitioned__week - , subq_32.booking__ds_partitioned__month - , subq_32.booking__ds_partitioned__quarter - , subq_32.booking__ds_partitioned__year - , subq_32.booking__ds_partitioned__extract_year - , subq_32.booking__ds_partitioned__extract_quarter - , subq_32.booking__ds_partitioned__extract_month - , subq_32.booking__ds_partitioned__extract_day - , subq_32.booking__ds_partitioned__extract_dow - , subq_32.booking__ds_partitioned__extract_doy - , subq_32.booking__paid_at__day - , subq_32.booking__paid_at__week - , subq_32.booking__paid_at__month - , subq_32.booking__paid_at__quarter - , subq_32.booking__paid_at__year - , subq_32.booking__paid_at__extract_year - , subq_32.booking__paid_at__extract_quarter - , subq_32.booking__paid_at__extract_month - , subq_32.booking__paid_at__extract_day - , subq_32.booking__paid_at__extract_dow - , subq_32.booking__paid_at__extract_doy - , subq_32.metric_time__day - , subq_32.metric_time__week - , subq_32.metric_time__month - , subq_32.metric_time__quarter - , subq_32.metric_time__year - , subq_32.metric_time__extract_year - , subq_32.metric_time__extract_quarter - , subq_32.metric_time__extract_month - , subq_32.metric_time__extract_day - , subq_32.metric_time__extract_dow - , subq_32.metric_time__extract_doy - , subq_32.listing - , subq_32.guest - , subq_32.host - , subq_32.booking__listing - , subq_32.booking__guest - , subq_32.booking__host - , subq_32.is_instant - , subq_32.booking__is_instant - , subq_32.bookings - , subq_32.instant_bookings - , subq_32.booking_value - , subq_32.max_booking_value - , subq_32.min_booking_value - , subq_32.bookers - , subq_32.average_booking_value - , subq_32.referred_bookings - , subq_32.median_booking_value - , subq_32.booking_value_p99 - , subq_32.discrete_booking_value_p99 - , subq_32.approximate_continuous_booking_value_p99 - , subq_32.approximate_discrete_booking_value_p99 + subq_20.ds__day + , subq_20.ds__week + , subq_20.ds__month + , subq_20.ds__quarter + , subq_20.ds__year + , subq_20.ds__extract_year + , subq_20.ds__extract_quarter + , subq_20.ds__extract_month + , subq_20.ds__extract_day + , subq_20.ds__extract_dow + , subq_20.ds__extract_doy + , subq_20.ds_partitioned__day + , subq_20.ds_partitioned__week + , subq_20.ds_partitioned__month + , subq_20.ds_partitioned__quarter + , subq_20.ds_partitioned__year + , subq_20.ds_partitioned__extract_year + , subq_20.ds_partitioned__extract_quarter + , subq_20.ds_partitioned__extract_month + , subq_20.ds_partitioned__extract_day + , subq_20.ds_partitioned__extract_dow + , subq_20.ds_partitioned__extract_doy + , subq_20.paid_at__day + , subq_20.paid_at__week + , subq_20.paid_at__month + , subq_20.paid_at__quarter + , subq_20.paid_at__year + , subq_20.paid_at__extract_year + , subq_20.paid_at__extract_quarter + , subq_20.paid_at__extract_month + , subq_20.paid_at__extract_day + , subq_20.paid_at__extract_dow + , subq_20.paid_at__extract_doy + , subq_20.booking__ds__day + , subq_20.booking__ds__week + , subq_20.booking__ds__month + , subq_20.booking__ds__quarter + , subq_20.booking__ds__year + , subq_20.booking__ds__extract_year + , subq_20.booking__ds__extract_quarter + , subq_20.booking__ds__extract_month + , subq_20.booking__ds__extract_day + , subq_20.booking__ds__extract_dow + , subq_20.booking__ds__extract_doy + , subq_20.booking__ds_partitioned__day + , subq_20.booking__ds_partitioned__week + , subq_20.booking__ds_partitioned__month + , subq_20.booking__ds_partitioned__quarter + , subq_20.booking__ds_partitioned__year + , subq_20.booking__ds_partitioned__extract_year + , subq_20.booking__ds_partitioned__extract_quarter + , subq_20.booking__ds_partitioned__extract_month + , subq_20.booking__ds_partitioned__extract_day + , subq_20.booking__ds_partitioned__extract_dow + , subq_20.booking__ds_partitioned__extract_doy + , subq_20.booking__paid_at__day + , subq_20.booking__paid_at__week + , subq_20.booking__paid_at__month + , subq_20.booking__paid_at__quarter + , subq_20.booking__paid_at__year + , subq_20.booking__paid_at__extract_year + , subq_20.booking__paid_at__extract_quarter + , subq_20.booking__paid_at__extract_month + , subq_20.booking__paid_at__extract_day + , subq_20.booking__paid_at__extract_dow + , subq_20.booking__paid_at__extract_doy + , subq_20.metric_time__day + , subq_20.metric_time__week + , subq_20.metric_time__month + , subq_20.metric_time__quarter + , subq_20.metric_time__year + , subq_20.metric_time__extract_year + , subq_20.metric_time__extract_quarter + , subq_20.metric_time__extract_month + , subq_20.metric_time__extract_day + , subq_20.metric_time__extract_dow + , subq_20.metric_time__extract_doy + , subq_20.listing + , subq_20.guest + , subq_20.host + , subq_20.booking__listing + , subq_20.booking__guest + , subq_20.booking__host + , subq_20.is_instant + , subq_20.booking__is_instant + , subq_20.bookings + , subq_20.instant_bookings + , subq_20.booking_value + , subq_20.max_booking_value + , subq_20.min_booking_value + , subq_20.bookers + , subq_20.average_booking_value + , subq_20.referred_bookings + , subq_20.median_booking_value + , subq_20.booking_value_p99 + , subq_20.discrete_booking_value_p99 + , subq_20.approximate_continuous_booking_value_p99 + , subq_20.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_31.ds__day - , subq_31.ds__week - , subq_31.ds__month - , subq_31.ds__quarter - , subq_31.ds__year - , subq_31.ds__extract_year - , subq_31.ds__extract_quarter - , subq_31.ds__extract_month - , subq_31.ds__extract_day - , subq_31.ds__extract_dow - , subq_31.ds__extract_doy - , subq_31.ds_partitioned__day - , subq_31.ds_partitioned__week - , subq_31.ds_partitioned__month - , subq_31.ds_partitioned__quarter - , subq_31.ds_partitioned__year - , subq_31.ds_partitioned__extract_year - , subq_31.ds_partitioned__extract_quarter - , subq_31.ds_partitioned__extract_month - , subq_31.ds_partitioned__extract_day - , subq_31.ds_partitioned__extract_dow - , subq_31.ds_partitioned__extract_doy - , subq_31.paid_at__day - , subq_31.paid_at__week - , subq_31.paid_at__month - , subq_31.paid_at__quarter - , subq_31.paid_at__year - , subq_31.paid_at__extract_year - , subq_31.paid_at__extract_quarter - , subq_31.paid_at__extract_month - , subq_31.paid_at__extract_day - , subq_31.paid_at__extract_dow - , subq_31.paid_at__extract_doy - , subq_31.booking__ds__day - , subq_31.booking__ds__week - , subq_31.booking__ds__month - , subq_31.booking__ds__quarter - , subq_31.booking__ds__year - , subq_31.booking__ds__extract_year - , subq_31.booking__ds__extract_quarter - , subq_31.booking__ds__extract_month - , subq_31.booking__ds__extract_day - , subq_31.booking__ds__extract_dow - , subq_31.booking__ds__extract_doy - , subq_31.booking__ds_partitioned__day - , subq_31.booking__ds_partitioned__week - , subq_31.booking__ds_partitioned__month - , subq_31.booking__ds_partitioned__quarter - , subq_31.booking__ds_partitioned__year - , subq_31.booking__ds_partitioned__extract_year - , subq_31.booking__ds_partitioned__extract_quarter - , subq_31.booking__ds_partitioned__extract_month - , subq_31.booking__ds_partitioned__extract_day - , subq_31.booking__ds_partitioned__extract_dow - , subq_31.booking__ds_partitioned__extract_doy - , subq_31.booking__paid_at__day - , subq_31.booking__paid_at__week - , subq_31.booking__paid_at__month - , subq_31.booking__paid_at__quarter - , subq_31.booking__paid_at__year - , subq_31.booking__paid_at__extract_year - , subq_31.booking__paid_at__extract_quarter - , subq_31.booking__paid_at__extract_month - , subq_31.booking__paid_at__extract_day - , subq_31.booking__paid_at__extract_dow - , subq_31.booking__paid_at__extract_doy - , subq_31.ds__day AS metric_time__day - , subq_31.ds__week AS metric_time__week - , subq_31.ds__month AS metric_time__month - , subq_31.ds__quarter AS metric_time__quarter - , subq_31.ds__year AS metric_time__year - , subq_31.ds__extract_year AS metric_time__extract_year - , subq_31.ds__extract_quarter AS metric_time__extract_quarter - , subq_31.ds__extract_month AS metric_time__extract_month - , subq_31.ds__extract_day AS metric_time__extract_day - , subq_31.ds__extract_dow AS metric_time__extract_dow - , subq_31.ds__extract_doy AS metric_time__extract_doy - , subq_31.listing - , subq_31.guest - , subq_31.host - , subq_31.booking__listing - , subq_31.booking__guest - , subq_31.booking__host - , subq_31.is_instant - , subq_31.booking__is_instant - , subq_31.bookings - , subq_31.instant_bookings - , subq_31.booking_value - , subq_31.max_booking_value - , subq_31.min_booking_value - , subq_31.bookers - , subq_31.average_booking_value - , subq_31.referred_bookings - , subq_31.median_booking_value - , subq_31.booking_value_p99 - , subq_31.discrete_booking_value_p99 - , subq_31.approximate_continuous_booking_value_p99 - , subq_31.approximate_discrete_booking_value_p99 + subq_19.ds__day + , subq_19.ds__week + , subq_19.ds__month + , subq_19.ds__quarter + , subq_19.ds__year + , subq_19.ds__extract_year + , subq_19.ds__extract_quarter + , subq_19.ds__extract_month + , subq_19.ds__extract_day + , subq_19.ds__extract_dow + , subq_19.ds__extract_doy + , subq_19.ds_partitioned__day + , subq_19.ds_partitioned__week + , subq_19.ds_partitioned__month + , subq_19.ds_partitioned__quarter + , subq_19.ds_partitioned__year + , subq_19.ds_partitioned__extract_year + , subq_19.ds_partitioned__extract_quarter + , subq_19.ds_partitioned__extract_month + , subq_19.ds_partitioned__extract_day + , subq_19.ds_partitioned__extract_dow + , subq_19.ds_partitioned__extract_doy + , subq_19.paid_at__day + , subq_19.paid_at__week + , subq_19.paid_at__month + , subq_19.paid_at__quarter + , subq_19.paid_at__year + , subq_19.paid_at__extract_year + , subq_19.paid_at__extract_quarter + , subq_19.paid_at__extract_month + , subq_19.paid_at__extract_day + , subq_19.paid_at__extract_dow + , subq_19.paid_at__extract_doy + , subq_19.booking__ds__day + , subq_19.booking__ds__week + , subq_19.booking__ds__month + , subq_19.booking__ds__quarter + , subq_19.booking__ds__year + , subq_19.booking__ds__extract_year + , subq_19.booking__ds__extract_quarter + , subq_19.booking__ds__extract_month + , subq_19.booking__ds__extract_day + , subq_19.booking__ds__extract_dow + , subq_19.booking__ds__extract_doy + , subq_19.booking__ds_partitioned__day + , subq_19.booking__ds_partitioned__week + , subq_19.booking__ds_partitioned__month + , subq_19.booking__ds_partitioned__quarter + , subq_19.booking__ds_partitioned__year + , subq_19.booking__ds_partitioned__extract_year + , subq_19.booking__ds_partitioned__extract_quarter + , subq_19.booking__ds_partitioned__extract_month + , subq_19.booking__ds_partitioned__extract_day + , subq_19.booking__ds_partitioned__extract_dow + , subq_19.booking__ds_partitioned__extract_doy + , subq_19.booking__paid_at__day + , subq_19.booking__paid_at__week + , subq_19.booking__paid_at__month + , subq_19.booking__paid_at__quarter + , subq_19.booking__paid_at__year + , subq_19.booking__paid_at__extract_year + , subq_19.booking__paid_at__extract_quarter + , subq_19.booking__paid_at__extract_month + , subq_19.booking__paid_at__extract_day + , subq_19.booking__paid_at__extract_dow + , subq_19.booking__paid_at__extract_doy + , subq_19.ds__day AS metric_time__day + , subq_19.ds__week AS metric_time__week + , subq_19.ds__month AS metric_time__month + , subq_19.ds__quarter AS metric_time__quarter + , subq_19.ds__year AS metric_time__year + , subq_19.ds__extract_year AS metric_time__extract_year + , subq_19.ds__extract_quarter AS metric_time__extract_quarter + , subq_19.ds__extract_month AS metric_time__extract_month + , subq_19.ds__extract_day AS metric_time__extract_day + , subq_19.ds__extract_dow AS metric_time__extract_dow + , subq_19.ds__extract_doy AS metric_time__extract_doy + , subq_19.listing + , subq_19.guest + , subq_19.host + , subq_19.booking__listing + , subq_19.booking__guest + , subq_19.booking__host + , subq_19.is_instant + , subq_19.booking__is_instant + , subq_19.bookings + , subq_19.instant_bookings + , subq_19.booking_value + , subq_19.max_booking_value + , subq_19.min_booking_value + , subq_19.bookers + , subq_19.average_booking_value + , subq_19.referred_bookings + , subq_19.median_booking_value + , subq_19.booking_value_p99 + , subq_19.discrete_booking_value_p99 + , subq_19.approximate_continuous_booking_value_p99 + , subq_19.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -825,86 +825,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_31 - ) subq_32 + ) subq_19 + ) subq_20 WHERE booking__is_instant - ) subq_33 - ) subq_34 + ) subq_21 + ) subq_22 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_36.listing - , subq_36.is_lux_latest + subq_24.listing + , subq_24.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_35.ds__day - , subq_35.ds__week - , subq_35.ds__month - , subq_35.ds__quarter - , subq_35.ds__year - , subq_35.ds__extract_year - , subq_35.ds__extract_quarter - , subq_35.ds__extract_month - , subq_35.ds__extract_day - , subq_35.ds__extract_dow - , subq_35.ds__extract_doy - , subq_35.created_at__day - , subq_35.created_at__week - , subq_35.created_at__month - , subq_35.created_at__quarter - , subq_35.created_at__year - , subq_35.created_at__extract_year - , subq_35.created_at__extract_quarter - , subq_35.created_at__extract_month - , subq_35.created_at__extract_day - , subq_35.created_at__extract_dow - , subq_35.created_at__extract_doy - , subq_35.listing__ds__day - , subq_35.listing__ds__week - , subq_35.listing__ds__month - , subq_35.listing__ds__quarter - , subq_35.listing__ds__year - , subq_35.listing__ds__extract_year - , subq_35.listing__ds__extract_quarter - , subq_35.listing__ds__extract_month - , subq_35.listing__ds__extract_day - , subq_35.listing__ds__extract_dow - , subq_35.listing__ds__extract_doy - , subq_35.listing__created_at__day - , subq_35.listing__created_at__week - , subq_35.listing__created_at__month - , subq_35.listing__created_at__quarter - , subq_35.listing__created_at__year - , subq_35.listing__created_at__extract_year - , subq_35.listing__created_at__extract_quarter - , subq_35.listing__created_at__extract_month - , subq_35.listing__created_at__extract_day - , subq_35.listing__created_at__extract_dow - , subq_35.listing__created_at__extract_doy - , subq_35.ds__day AS metric_time__day - , subq_35.ds__week AS metric_time__week - , subq_35.ds__month AS metric_time__month - , subq_35.ds__quarter AS metric_time__quarter - , subq_35.ds__year AS metric_time__year - , subq_35.ds__extract_year AS metric_time__extract_year - , subq_35.ds__extract_quarter AS metric_time__extract_quarter - , subq_35.ds__extract_month AS metric_time__extract_month - , subq_35.ds__extract_day AS metric_time__extract_day - , subq_35.ds__extract_dow AS metric_time__extract_dow - , subq_35.ds__extract_doy AS metric_time__extract_doy - , subq_35.listing - , subq_35.user - , subq_35.listing__user - , subq_35.country_latest - , subq_35.is_lux_latest - , subq_35.capacity_latest - , subq_35.listing__country_latest - , subq_35.listing__is_lux_latest - , subq_35.listing__capacity_latest - , subq_35.listings - , subq_35.largest_listing - , subq_35.smallest_listing + subq_23.ds__day + , subq_23.ds__week + , subq_23.ds__month + , subq_23.ds__quarter + , subq_23.ds__year + , subq_23.ds__extract_year + , subq_23.ds__extract_quarter + , subq_23.ds__extract_month + , subq_23.ds__extract_day + , subq_23.ds__extract_dow + , subq_23.ds__extract_doy + , subq_23.created_at__day + , subq_23.created_at__week + , subq_23.created_at__month + , subq_23.created_at__quarter + , subq_23.created_at__year + , subq_23.created_at__extract_year + , subq_23.created_at__extract_quarter + , subq_23.created_at__extract_month + , subq_23.created_at__extract_day + , subq_23.created_at__extract_dow + , subq_23.created_at__extract_doy + , subq_23.listing__ds__day + , subq_23.listing__ds__week + , subq_23.listing__ds__month + , subq_23.listing__ds__quarter + , subq_23.listing__ds__year + , subq_23.listing__ds__extract_year + , subq_23.listing__ds__extract_quarter + , subq_23.listing__ds__extract_month + , subq_23.listing__ds__extract_day + , subq_23.listing__ds__extract_dow + , subq_23.listing__ds__extract_doy + , subq_23.listing__created_at__day + , subq_23.listing__created_at__week + , subq_23.listing__created_at__month + , subq_23.listing__created_at__quarter + , subq_23.listing__created_at__year + , subq_23.listing__created_at__extract_year + , subq_23.listing__created_at__extract_quarter + , subq_23.listing__created_at__extract_month + , subq_23.listing__created_at__extract_day + , subq_23.listing__created_at__extract_dow + , subq_23.listing__created_at__extract_doy + , subq_23.ds__day AS metric_time__day + , subq_23.ds__week AS metric_time__week + , subq_23.ds__month AS metric_time__month + , subq_23.ds__quarter AS metric_time__quarter + , subq_23.ds__year AS metric_time__year + , subq_23.ds__extract_year AS metric_time__extract_year + , subq_23.ds__extract_quarter AS metric_time__extract_quarter + , subq_23.ds__extract_month AS metric_time__extract_month + , subq_23.ds__extract_day AS metric_time__extract_day + , subq_23.ds__extract_dow AS metric_time__extract_dow + , subq_23.ds__extract_doy AS metric_time__extract_doy + , subq_23.listing + , subq_23.user + , subq_23.listing__user + , subq_23.country_latest + , subq_23.is_lux_latest + , subq_23.capacity_latest + , subq_23.listing__country_latest + , subq_23.listing__is_lux_latest + , subq_23.listing__capacity_latest + , subq_23.listings + , subq_23.largest_listing + , subq_23.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -965,242 +965,242 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_35 - ) subq_36 - ) subq_37 + ) subq_23 + ) subq_24 + ) subq_25 ON - subq_34.listing = subq_37.listing - ) subq_38 - ) subq_39 + subq_22.listing = subq_25.listing + ) subq_26 + ) subq_27 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_40 - ) subq_41 - ) subq_42 - ) subq_43 + ) subq_28 + ) subq_29 + ) subq_30 + ) subq_31 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_50.booking_value + subq_38.booking_value FROM ( -- Aggregate Measures SELECT - SUM(subq_49.booking_value) AS booking_value + SUM(subq_37.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value',] SELECT - subq_48.booking_value + subq_36.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_47.booking__is_instant - , subq_47.booking_value + subq_35.booking__is_instant + , subq_35.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - subq_46.booking__is_instant - , subq_46.booking_value + subq_34.booking__is_instant + , subq_34.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_45.ds__day - , subq_45.ds__week - , subq_45.ds__month - , subq_45.ds__quarter - , subq_45.ds__year - , subq_45.ds__extract_year - , subq_45.ds__extract_quarter - , subq_45.ds__extract_month - , subq_45.ds__extract_day - , subq_45.ds__extract_dow - , subq_45.ds__extract_doy - , subq_45.ds_partitioned__day - , subq_45.ds_partitioned__week - , subq_45.ds_partitioned__month - , subq_45.ds_partitioned__quarter - , subq_45.ds_partitioned__year - , subq_45.ds_partitioned__extract_year - , subq_45.ds_partitioned__extract_quarter - , subq_45.ds_partitioned__extract_month - , subq_45.ds_partitioned__extract_day - , subq_45.ds_partitioned__extract_dow - , subq_45.ds_partitioned__extract_doy - , subq_45.paid_at__day - , subq_45.paid_at__week - , subq_45.paid_at__month - , subq_45.paid_at__quarter - , subq_45.paid_at__year - , subq_45.paid_at__extract_year - , subq_45.paid_at__extract_quarter - , subq_45.paid_at__extract_month - , subq_45.paid_at__extract_day - , subq_45.paid_at__extract_dow - , subq_45.paid_at__extract_doy - , subq_45.booking__ds__day - , subq_45.booking__ds__week - , subq_45.booking__ds__month - , subq_45.booking__ds__quarter - , subq_45.booking__ds__year - , subq_45.booking__ds__extract_year - , subq_45.booking__ds__extract_quarter - , subq_45.booking__ds__extract_month - , subq_45.booking__ds__extract_day - , subq_45.booking__ds__extract_dow - , subq_45.booking__ds__extract_doy - , subq_45.booking__ds_partitioned__day - , subq_45.booking__ds_partitioned__week - , subq_45.booking__ds_partitioned__month - , subq_45.booking__ds_partitioned__quarter - , subq_45.booking__ds_partitioned__year - , subq_45.booking__ds_partitioned__extract_year - , subq_45.booking__ds_partitioned__extract_quarter - , subq_45.booking__ds_partitioned__extract_month - , subq_45.booking__ds_partitioned__extract_day - , subq_45.booking__ds_partitioned__extract_dow - , subq_45.booking__ds_partitioned__extract_doy - , subq_45.booking__paid_at__day - , subq_45.booking__paid_at__week - , subq_45.booking__paid_at__month - , subq_45.booking__paid_at__quarter - , subq_45.booking__paid_at__year - , subq_45.booking__paid_at__extract_year - , subq_45.booking__paid_at__extract_quarter - , subq_45.booking__paid_at__extract_month - , subq_45.booking__paid_at__extract_day - , subq_45.booking__paid_at__extract_dow - , subq_45.booking__paid_at__extract_doy - , subq_45.metric_time__day - , subq_45.metric_time__week - , subq_45.metric_time__month - , subq_45.metric_time__quarter - , subq_45.metric_time__year - , subq_45.metric_time__extract_year - , subq_45.metric_time__extract_quarter - , subq_45.metric_time__extract_month - , subq_45.metric_time__extract_day - , subq_45.metric_time__extract_dow - , subq_45.metric_time__extract_doy - , subq_45.listing - , subq_45.guest - , subq_45.host - , subq_45.booking__listing - , subq_45.booking__guest - , subq_45.booking__host - , subq_45.is_instant - , subq_45.booking__is_instant - , subq_45.bookings - , subq_45.instant_bookings - , subq_45.booking_value - , subq_45.max_booking_value - , subq_45.min_booking_value - , subq_45.bookers - , subq_45.average_booking_value - , subq_45.referred_bookings - , subq_45.median_booking_value - , subq_45.booking_value_p99 - , subq_45.discrete_booking_value_p99 - , subq_45.approximate_continuous_booking_value_p99 - , subq_45.approximate_discrete_booking_value_p99 + subq_33.ds__day + , subq_33.ds__week + , subq_33.ds__month + , subq_33.ds__quarter + , subq_33.ds__year + , subq_33.ds__extract_year + , subq_33.ds__extract_quarter + , subq_33.ds__extract_month + , subq_33.ds__extract_day + , subq_33.ds__extract_dow + , subq_33.ds__extract_doy + , subq_33.ds_partitioned__day + , subq_33.ds_partitioned__week + , subq_33.ds_partitioned__month + , subq_33.ds_partitioned__quarter + , subq_33.ds_partitioned__year + , subq_33.ds_partitioned__extract_year + , subq_33.ds_partitioned__extract_quarter + , subq_33.ds_partitioned__extract_month + , subq_33.ds_partitioned__extract_day + , subq_33.ds_partitioned__extract_dow + , subq_33.ds_partitioned__extract_doy + , subq_33.paid_at__day + , subq_33.paid_at__week + , subq_33.paid_at__month + , subq_33.paid_at__quarter + , subq_33.paid_at__year + , subq_33.paid_at__extract_year + , subq_33.paid_at__extract_quarter + , subq_33.paid_at__extract_month + , subq_33.paid_at__extract_day + , subq_33.paid_at__extract_dow + , subq_33.paid_at__extract_doy + , subq_33.booking__ds__day + , subq_33.booking__ds__week + , subq_33.booking__ds__month + , subq_33.booking__ds__quarter + , subq_33.booking__ds__year + , subq_33.booking__ds__extract_year + , subq_33.booking__ds__extract_quarter + , subq_33.booking__ds__extract_month + , subq_33.booking__ds__extract_day + , subq_33.booking__ds__extract_dow + , subq_33.booking__ds__extract_doy + , subq_33.booking__ds_partitioned__day + , subq_33.booking__ds_partitioned__week + , subq_33.booking__ds_partitioned__month + , subq_33.booking__ds_partitioned__quarter + , subq_33.booking__ds_partitioned__year + , subq_33.booking__ds_partitioned__extract_year + , subq_33.booking__ds_partitioned__extract_quarter + , subq_33.booking__ds_partitioned__extract_month + , subq_33.booking__ds_partitioned__extract_day + , subq_33.booking__ds_partitioned__extract_dow + , subq_33.booking__ds_partitioned__extract_doy + , subq_33.booking__paid_at__day + , subq_33.booking__paid_at__week + , subq_33.booking__paid_at__month + , subq_33.booking__paid_at__quarter + , subq_33.booking__paid_at__year + , subq_33.booking__paid_at__extract_year + , subq_33.booking__paid_at__extract_quarter + , subq_33.booking__paid_at__extract_month + , subq_33.booking__paid_at__extract_day + , subq_33.booking__paid_at__extract_dow + , subq_33.booking__paid_at__extract_doy + , subq_33.metric_time__day + , subq_33.metric_time__week + , subq_33.metric_time__month + , subq_33.metric_time__quarter + , subq_33.metric_time__year + , subq_33.metric_time__extract_year + , subq_33.metric_time__extract_quarter + , subq_33.metric_time__extract_month + , subq_33.metric_time__extract_day + , subq_33.metric_time__extract_dow + , subq_33.metric_time__extract_doy + , subq_33.listing + , subq_33.guest + , subq_33.host + , subq_33.booking__listing + , subq_33.booking__guest + , subq_33.booking__host + , subq_33.is_instant + , subq_33.booking__is_instant + , subq_33.bookings + , subq_33.instant_bookings + , subq_33.booking_value + , subq_33.max_booking_value + , subq_33.min_booking_value + , subq_33.bookers + , subq_33.average_booking_value + , subq_33.referred_bookings + , subq_33.median_booking_value + , subq_33.booking_value_p99 + , subq_33.discrete_booking_value_p99 + , subq_33.approximate_continuous_booking_value_p99 + , subq_33.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_44.ds__day - , subq_44.ds__week - , subq_44.ds__month - , subq_44.ds__quarter - , subq_44.ds__year - , subq_44.ds__extract_year - , subq_44.ds__extract_quarter - , subq_44.ds__extract_month - , subq_44.ds__extract_day - , subq_44.ds__extract_dow - , subq_44.ds__extract_doy - , subq_44.ds_partitioned__day - , subq_44.ds_partitioned__week - , subq_44.ds_partitioned__month - , subq_44.ds_partitioned__quarter - , subq_44.ds_partitioned__year - , subq_44.ds_partitioned__extract_year - , subq_44.ds_partitioned__extract_quarter - , subq_44.ds_partitioned__extract_month - , subq_44.ds_partitioned__extract_day - , subq_44.ds_partitioned__extract_dow - , subq_44.ds_partitioned__extract_doy - , subq_44.paid_at__day - , subq_44.paid_at__week - , subq_44.paid_at__month - , subq_44.paid_at__quarter - , subq_44.paid_at__year - , subq_44.paid_at__extract_year - , subq_44.paid_at__extract_quarter - , subq_44.paid_at__extract_month - , subq_44.paid_at__extract_day - , subq_44.paid_at__extract_dow - , subq_44.paid_at__extract_doy - , subq_44.booking__ds__day - , subq_44.booking__ds__week - , subq_44.booking__ds__month - , subq_44.booking__ds__quarter - , subq_44.booking__ds__year - , subq_44.booking__ds__extract_year - , subq_44.booking__ds__extract_quarter - , subq_44.booking__ds__extract_month - , subq_44.booking__ds__extract_day - , subq_44.booking__ds__extract_dow - , subq_44.booking__ds__extract_doy - , subq_44.booking__ds_partitioned__day - , subq_44.booking__ds_partitioned__week - , subq_44.booking__ds_partitioned__month - , subq_44.booking__ds_partitioned__quarter - , subq_44.booking__ds_partitioned__year - , subq_44.booking__ds_partitioned__extract_year - , subq_44.booking__ds_partitioned__extract_quarter - , subq_44.booking__ds_partitioned__extract_month - , subq_44.booking__ds_partitioned__extract_day - , subq_44.booking__ds_partitioned__extract_dow - , subq_44.booking__ds_partitioned__extract_doy - , subq_44.booking__paid_at__day - , subq_44.booking__paid_at__week - , subq_44.booking__paid_at__month - , subq_44.booking__paid_at__quarter - , subq_44.booking__paid_at__year - , subq_44.booking__paid_at__extract_year - , subq_44.booking__paid_at__extract_quarter - , subq_44.booking__paid_at__extract_month - , subq_44.booking__paid_at__extract_day - , subq_44.booking__paid_at__extract_dow - , subq_44.booking__paid_at__extract_doy - , subq_44.ds__day AS metric_time__day - , subq_44.ds__week AS metric_time__week - , subq_44.ds__month AS metric_time__month - , subq_44.ds__quarter AS metric_time__quarter - , subq_44.ds__year AS metric_time__year - , subq_44.ds__extract_year AS metric_time__extract_year - , subq_44.ds__extract_quarter AS metric_time__extract_quarter - , subq_44.ds__extract_month AS metric_time__extract_month - , subq_44.ds__extract_day AS metric_time__extract_day - , subq_44.ds__extract_dow AS metric_time__extract_dow - , subq_44.ds__extract_doy AS metric_time__extract_doy - , subq_44.listing - , subq_44.guest - , subq_44.host - , subq_44.booking__listing - , subq_44.booking__guest - , subq_44.booking__host - , subq_44.is_instant - , subq_44.booking__is_instant - , subq_44.bookings - , subq_44.instant_bookings - , subq_44.booking_value - , subq_44.max_booking_value - , subq_44.min_booking_value - , subq_44.bookers - , subq_44.average_booking_value - , subq_44.referred_bookings - , subq_44.median_booking_value - , subq_44.booking_value_p99 - , subq_44.discrete_booking_value_p99 - , subq_44.approximate_continuous_booking_value_p99 - , subq_44.approximate_discrete_booking_value_p99 + subq_32.ds__day + , subq_32.ds__week + , subq_32.ds__month + , subq_32.ds__quarter + , subq_32.ds__year + , subq_32.ds__extract_year + , subq_32.ds__extract_quarter + , subq_32.ds__extract_month + , subq_32.ds__extract_day + , subq_32.ds__extract_dow + , subq_32.ds__extract_doy + , subq_32.ds_partitioned__day + , subq_32.ds_partitioned__week + , subq_32.ds_partitioned__month + , subq_32.ds_partitioned__quarter + , subq_32.ds_partitioned__year + , subq_32.ds_partitioned__extract_year + , subq_32.ds_partitioned__extract_quarter + , subq_32.ds_partitioned__extract_month + , subq_32.ds_partitioned__extract_day + , subq_32.ds_partitioned__extract_dow + , subq_32.ds_partitioned__extract_doy + , subq_32.paid_at__day + , subq_32.paid_at__week + , subq_32.paid_at__month + , subq_32.paid_at__quarter + , subq_32.paid_at__year + , subq_32.paid_at__extract_year + , subq_32.paid_at__extract_quarter + , subq_32.paid_at__extract_month + , subq_32.paid_at__extract_day + , subq_32.paid_at__extract_dow + , subq_32.paid_at__extract_doy + , subq_32.booking__ds__day + , subq_32.booking__ds__week + , subq_32.booking__ds__month + , subq_32.booking__ds__quarter + , subq_32.booking__ds__year + , subq_32.booking__ds__extract_year + , subq_32.booking__ds__extract_quarter + , subq_32.booking__ds__extract_month + , subq_32.booking__ds__extract_day + , subq_32.booking__ds__extract_dow + , subq_32.booking__ds__extract_doy + , subq_32.booking__ds_partitioned__day + , subq_32.booking__ds_partitioned__week + , subq_32.booking__ds_partitioned__month + , subq_32.booking__ds_partitioned__quarter + , subq_32.booking__ds_partitioned__year + , subq_32.booking__ds_partitioned__extract_year + , subq_32.booking__ds_partitioned__extract_quarter + , subq_32.booking__ds_partitioned__extract_month + , subq_32.booking__ds_partitioned__extract_day + , subq_32.booking__ds_partitioned__extract_dow + , subq_32.booking__ds_partitioned__extract_doy + , subq_32.booking__paid_at__day + , subq_32.booking__paid_at__week + , subq_32.booking__paid_at__month + , subq_32.booking__paid_at__quarter + , subq_32.booking__paid_at__year + , subq_32.booking__paid_at__extract_year + , subq_32.booking__paid_at__extract_quarter + , subq_32.booking__paid_at__extract_month + , subq_32.booking__paid_at__extract_day + , subq_32.booking__paid_at__extract_dow + , subq_32.booking__paid_at__extract_doy + , subq_32.ds__day AS metric_time__day + , subq_32.ds__week AS metric_time__week + , subq_32.ds__month AS metric_time__month + , subq_32.ds__quarter AS metric_time__quarter + , subq_32.ds__year AS metric_time__year + , subq_32.ds__extract_year AS metric_time__extract_year + , subq_32.ds__extract_quarter AS metric_time__extract_quarter + , subq_32.ds__extract_month AS metric_time__extract_month + , subq_32.ds__extract_day AS metric_time__extract_day + , subq_32.ds__extract_dow AS metric_time__extract_dow + , subq_32.ds__extract_doy AS metric_time__extract_doy + , subq_32.listing + , subq_32.guest + , subq_32.host + , subq_32.booking__listing + , subq_32.booking__guest + , subq_32.booking__host + , subq_32.is_instant + , subq_32.booking__is_instant + , subq_32.bookings + , subq_32.instant_bookings + , subq_32.booking_value + , subq_32.max_booking_value + , subq_32.min_booking_value + , subq_32.bookers + , subq_32.average_booking_value + , subq_32.referred_bookings + , subq_32.median_booking_value + , subq_32.booking_value_p99 + , subq_32.discrete_booking_value_p99 + , subq_32.approximate_continuous_booking_value_p99 + , subq_32.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -1293,15 +1293,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_44 - ) subq_45 + ) subq_32 + ) subq_33 WHERE booking__is_instant - ) subq_46 - ) subq_47 + ) subq_34 + ) subq_35 WHERE booking__is_instant - ) subq_48 - ) subq_49 - ) subq_50 - ) subq_51 - ) subq_52 -) subq_53 + ) subq_36 + ) subq_37 + ) subq_38 + ) subq_39 + ) subq_40 +) subq_41 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_nested_filters__plan0_optimized.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_nested_filters__plan0_optimized.sql index a0fdc735bd..60a09b752b 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_nested_filters__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_nested_filters__plan0_optimized.sql @@ -8,9 +8,9 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_66.average_booking_value) AS average_booking_value - , MAX(subq_79.bookings) AS bookings - , MAX(subq_87.booking_value) AS booking_value + MAX(subq_54.average_booking_value) AS average_booking_value + , MAX(subq_67.bookings) AS bookings + , MAX(subq_75.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value',] @@ -22,9 +22,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_57.booking__is_instant AS booking__is_instant + subq_45.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_57.average_booking_value AS average_booking_value + , subq_45.average_booking_value AS average_booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] @@ -40,16 +40,16 @@ FROM ( , is_instant AS booking__is_instant , booking_value AS average_booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_55 + ) subq_43 WHERE booking__is_instant - ) subq_57 + ) subq_45 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_57.listing = listings_latest_src_28000.listing_id - ) subq_62 + subq_45.listing = listings_latest_src_28000.listing_id + ) subq_50 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_66 + ) subq_54 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings',] @@ -61,9 +61,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_70.booking__is_instant AS booking__is_instant + subq_58.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_70.bookings AS bookings + , subq_58.bookings AS bookings FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] @@ -79,16 +79,16 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_68 + ) subq_56 WHERE booking__is_instant - ) subq_70 + ) subq_58 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_70.listing = listings_latest_src_28000.listing_id - ) subq_75 + subq_58.listing = listings_latest_src_28000.listing_id + ) subq_63 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_79 + ) subq_67 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value',] @@ -109,10 +109,10 @@ FROM ( is_instant AS booking__is_instant , booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_81 + ) subq_69 WHERE booking__is_instant - ) subq_83 + ) subq_71 WHERE booking__is_instant - ) subq_87 - ) subq_88 -) subq_89 + ) subq_75 + ) subq_76 +) subq_77 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_nested_filters__plan0.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_nested_filters__plan0.sql index facafc599f..9654a4d454 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_nested_filters__plan0.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_nested_filters__plan0.sql @@ -8,248 +8,248 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_30.average_booking_value) AS average_booking_value - , MAX(subq_43.bookings) AS bookings - , MAX(subq_51.booking_value) AS booking_value + MAX(subq_18.average_booking_value) AS average_booking_value + , MAX(subq_31.bookings) AS bookings + , MAX(subq_39.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_29.average_booking_value + subq_17.average_booking_value FROM ( -- Aggregate Measures SELECT - AVG(subq_28.average_booking_value) AS average_booking_value + AVG(subq_16.average_booking_value) AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value',] SELECT - subq_27.average_booking_value + subq_15.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_26.booking__is_instant - , subq_26.listing__is_lux_latest - , subq_26.average_booking_value + subq_14.booking__is_instant + , subq_14.listing__is_lux_latest + , subq_14.average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_25.booking__is_instant - , subq_25.listing__is_lux_latest - , subq_25.average_booking_value + subq_13.booking__is_instant + , subq_13.listing__is_lux_latest + , subq_13.average_booking_value FROM ( -- Join Standard Outputs SELECT - subq_21.listing AS listing - , subq_21.booking__is_instant AS booking__is_instant - , subq_24.is_lux_latest AS listing__is_lux_latest - , subq_21.average_booking_value AS average_booking_value + subq_9.listing AS listing + , subq_9.booking__is_instant AS booking__is_instant + , subq_12.is_lux_latest AS listing__is_lux_latest + , subq_9.average_booking_value AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] SELECT - subq_20.listing - , subq_20.booking__is_instant - , subq_20.average_booking_value + subq_8.listing + , subq_8.booking__is_instant + , subq_8.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_19.ds__day - , subq_19.ds__week - , subq_19.ds__month - , subq_19.ds__quarter - , subq_19.ds__year - , subq_19.ds__extract_year - , subq_19.ds__extract_quarter - , subq_19.ds__extract_month - , subq_19.ds__extract_day - , subq_19.ds__extract_dow - , subq_19.ds__extract_doy - , subq_19.ds_partitioned__day - , subq_19.ds_partitioned__week - , subq_19.ds_partitioned__month - , subq_19.ds_partitioned__quarter - , subq_19.ds_partitioned__year - , subq_19.ds_partitioned__extract_year - , subq_19.ds_partitioned__extract_quarter - , subq_19.ds_partitioned__extract_month - , subq_19.ds_partitioned__extract_day - , subq_19.ds_partitioned__extract_dow - , subq_19.ds_partitioned__extract_doy - , subq_19.paid_at__day - , subq_19.paid_at__week - , subq_19.paid_at__month - , subq_19.paid_at__quarter - , subq_19.paid_at__year - , subq_19.paid_at__extract_year - , subq_19.paid_at__extract_quarter - , subq_19.paid_at__extract_month - , subq_19.paid_at__extract_day - , subq_19.paid_at__extract_dow - , subq_19.paid_at__extract_doy - , subq_19.booking__ds__day - , subq_19.booking__ds__week - , subq_19.booking__ds__month - , subq_19.booking__ds__quarter - , subq_19.booking__ds__year - , subq_19.booking__ds__extract_year - , subq_19.booking__ds__extract_quarter - , subq_19.booking__ds__extract_month - , subq_19.booking__ds__extract_day - , subq_19.booking__ds__extract_dow - , subq_19.booking__ds__extract_doy - , subq_19.booking__ds_partitioned__day - , subq_19.booking__ds_partitioned__week - , subq_19.booking__ds_partitioned__month - , subq_19.booking__ds_partitioned__quarter - , subq_19.booking__ds_partitioned__year - , subq_19.booking__ds_partitioned__extract_year - , subq_19.booking__ds_partitioned__extract_quarter - , subq_19.booking__ds_partitioned__extract_month - , subq_19.booking__ds_partitioned__extract_day - , subq_19.booking__ds_partitioned__extract_dow - , subq_19.booking__ds_partitioned__extract_doy - , subq_19.booking__paid_at__day - , subq_19.booking__paid_at__week - , subq_19.booking__paid_at__month - , subq_19.booking__paid_at__quarter - , subq_19.booking__paid_at__year - , subq_19.booking__paid_at__extract_year - , subq_19.booking__paid_at__extract_quarter - , subq_19.booking__paid_at__extract_month - , subq_19.booking__paid_at__extract_day - , subq_19.booking__paid_at__extract_dow - , subq_19.booking__paid_at__extract_doy - , subq_19.metric_time__day - , subq_19.metric_time__week - , subq_19.metric_time__month - , subq_19.metric_time__quarter - , subq_19.metric_time__year - , subq_19.metric_time__extract_year - , subq_19.metric_time__extract_quarter - , subq_19.metric_time__extract_month - , subq_19.metric_time__extract_day - , subq_19.metric_time__extract_dow - , subq_19.metric_time__extract_doy - , subq_19.listing - , subq_19.guest - , subq_19.host - , subq_19.booking__listing - , subq_19.booking__guest - , subq_19.booking__host - , subq_19.is_instant - , subq_19.booking__is_instant - , subq_19.bookings - , subq_19.instant_bookings - , subq_19.booking_value - , subq_19.max_booking_value - , subq_19.min_booking_value - , subq_19.bookers - , subq_19.average_booking_value - , subq_19.referred_bookings - , subq_19.median_booking_value - , subq_19.booking_value_p99 - , subq_19.discrete_booking_value_p99 - , subq_19.approximate_continuous_booking_value_p99 - , subq_19.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_18.ds__day - , subq_18.ds__week - , subq_18.ds__month - , subq_18.ds__quarter - , subq_18.ds__year - , subq_18.ds__extract_year - , subq_18.ds__extract_quarter - , subq_18.ds__extract_month - , subq_18.ds__extract_day - , subq_18.ds__extract_dow - , subq_18.ds__extract_doy - , subq_18.ds_partitioned__day - , subq_18.ds_partitioned__week - , subq_18.ds_partitioned__month - , subq_18.ds_partitioned__quarter - , subq_18.ds_partitioned__year - , subq_18.ds_partitioned__extract_year - , subq_18.ds_partitioned__extract_quarter - , subq_18.ds_partitioned__extract_month - , subq_18.ds_partitioned__extract_day - , subq_18.ds_partitioned__extract_dow - , subq_18.ds_partitioned__extract_doy - , subq_18.paid_at__day - , subq_18.paid_at__week - , subq_18.paid_at__month - , subq_18.paid_at__quarter - , subq_18.paid_at__year - , subq_18.paid_at__extract_year - , subq_18.paid_at__extract_quarter - , subq_18.paid_at__extract_month - , subq_18.paid_at__extract_day - , subq_18.paid_at__extract_dow - , subq_18.paid_at__extract_doy - , subq_18.booking__ds__day - , subq_18.booking__ds__week - , subq_18.booking__ds__month - , subq_18.booking__ds__quarter - , subq_18.booking__ds__year - , subq_18.booking__ds__extract_year - , subq_18.booking__ds__extract_quarter - , subq_18.booking__ds__extract_month - , subq_18.booking__ds__extract_day - , subq_18.booking__ds__extract_dow - , subq_18.booking__ds__extract_doy - , subq_18.booking__ds_partitioned__day - , subq_18.booking__ds_partitioned__week - , subq_18.booking__ds_partitioned__month - , subq_18.booking__ds_partitioned__quarter - , subq_18.booking__ds_partitioned__year - , subq_18.booking__ds_partitioned__extract_year - , subq_18.booking__ds_partitioned__extract_quarter - , subq_18.booking__ds_partitioned__extract_month - , subq_18.booking__ds_partitioned__extract_day - , subq_18.booking__ds_partitioned__extract_dow - , subq_18.booking__ds_partitioned__extract_doy - , subq_18.booking__paid_at__day - , subq_18.booking__paid_at__week - , subq_18.booking__paid_at__month - , subq_18.booking__paid_at__quarter - , subq_18.booking__paid_at__year - , subq_18.booking__paid_at__extract_year - , subq_18.booking__paid_at__extract_quarter - , subq_18.booking__paid_at__extract_month - , subq_18.booking__paid_at__extract_day - , subq_18.booking__paid_at__extract_dow - , subq_18.booking__paid_at__extract_doy - , subq_18.ds__day AS metric_time__day - , subq_18.ds__week AS metric_time__week - , subq_18.ds__month AS metric_time__month - , subq_18.ds__quarter AS metric_time__quarter - , subq_18.ds__year AS metric_time__year - , subq_18.ds__extract_year AS metric_time__extract_year - , subq_18.ds__extract_quarter AS metric_time__extract_quarter - , subq_18.ds__extract_month AS metric_time__extract_month - , subq_18.ds__extract_day AS metric_time__extract_day - , subq_18.ds__extract_dow AS metric_time__extract_dow - , subq_18.ds__extract_doy AS metric_time__extract_doy - , subq_18.listing - , subq_18.guest - , subq_18.host - , subq_18.booking__listing - , subq_18.booking__guest - , subq_18.booking__host - , subq_18.is_instant - , subq_18.booking__is_instant - , subq_18.bookings - , subq_18.instant_bookings - , subq_18.booking_value - , subq_18.max_booking_value - , subq_18.min_booking_value - , subq_18.bookers - , subq_18.average_booking_value - , subq_18.referred_bookings - , subq_18.median_booking_value - , subq_18.booking_value_p99 - , subq_18.discrete_booking_value_p99 - , subq_18.approximate_continuous_booking_value_p99 - , subq_18.approximate_discrete_booking_value_p99 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -342,86 +342,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_18 - ) subq_19 + ) subq_6 + ) subq_7 WHERE booking__is_instant - ) subq_20 - ) subq_21 + ) subq_8 + ) subq_9 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_23.listing - , subq_23.is_lux_latest + subq_11.listing + , subq_11.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_22.ds__day - , subq_22.ds__week - , subq_22.ds__month - , subq_22.ds__quarter - , subq_22.ds__year - , subq_22.ds__extract_year - , subq_22.ds__extract_quarter - , subq_22.ds__extract_month - , subq_22.ds__extract_day - , subq_22.ds__extract_dow - , subq_22.ds__extract_doy - , subq_22.created_at__day - , subq_22.created_at__week - , subq_22.created_at__month - , subq_22.created_at__quarter - , subq_22.created_at__year - , subq_22.created_at__extract_year - , subq_22.created_at__extract_quarter - , subq_22.created_at__extract_month - , subq_22.created_at__extract_day - , subq_22.created_at__extract_dow - , subq_22.created_at__extract_doy - , subq_22.listing__ds__day - , subq_22.listing__ds__week - , subq_22.listing__ds__month - , subq_22.listing__ds__quarter - , subq_22.listing__ds__year - , subq_22.listing__ds__extract_year - , subq_22.listing__ds__extract_quarter - , subq_22.listing__ds__extract_month - , subq_22.listing__ds__extract_day - , subq_22.listing__ds__extract_dow - , subq_22.listing__ds__extract_doy - , subq_22.listing__created_at__day - , subq_22.listing__created_at__week - , subq_22.listing__created_at__month - , subq_22.listing__created_at__quarter - , subq_22.listing__created_at__year - , subq_22.listing__created_at__extract_year - , subq_22.listing__created_at__extract_quarter - , subq_22.listing__created_at__extract_month - , subq_22.listing__created_at__extract_day - , subq_22.listing__created_at__extract_dow - , subq_22.listing__created_at__extract_doy - , subq_22.ds__day AS metric_time__day - , subq_22.ds__week AS metric_time__week - , subq_22.ds__month AS metric_time__month - , subq_22.ds__quarter AS metric_time__quarter - , subq_22.ds__year AS metric_time__year - , subq_22.ds__extract_year AS metric_time__extract_year - , subq_22.ds__extract_quarter AS metric_time__extract_quarter - , subq_22.ds__extract_month AS metric_time__extract_month - , subq_22.ds__extract_day AS metric_time__extract_day - , subq_22.ds__extract_dow AS metric_time__extract_dow - , subq_22.ds__extract_doy AS metric_time__extract_doy - , subq_22.listing - , subq_22.user - , subq_22.listing__user - , subq_22.country_latest - , subq_22.is_lux_latest - , subq_22.capacity_latest - , subq_22.listing__country_latest - , subq_22.listing__is_lux_latest - , subq_22.listing__capacity_latest - , subq_22.listings - , subq_22.largest_listing - , subq_22.smallest_listing + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.created_at__day + , subq_10.created_at__week + , subq_10.created_at__month + , subq_10.created_at__quarter + , subq_10.created_at__year + , subq_10.created_at__extract_year + , subq_10.created_at__extract_quarter + , subq_10.created_at__extract_month + , subq_10.created_at__extract_day + , subq_10.created_at__extract_dow + , subq_10.created_at__extract_doy + , subq_10.listing__ds__day + , subq_10.listing__ds__week + , subq_10.listing__ds__month + , subq_10.listing__ds__quarter + , subq_10.listing__ds__year + , subq_10.listing__ds__extract_year + , subq_10.listing__ds__extract_quarter + , subq_10.listing__ds__extract_month + , subq_10.listing__ds__extract_day + , subq_10.listing__ds__extract_dow + , subq_10.listing__ds__extract_doy + , subq_10.listing__created_at__day + , subq_10.listing__created_at__week + , subq_10.listing__created_at__month + , subq_10.listing__created_at__quarter + , subq_10.listing__created_at__year + , subq_10.listing__created_at__extract_year + , subq_10.listing__created_at__extract_quarter + , subq_10.listing__created_at__extract_month + , subq_10.listing__created_at__extract_day + , subq_10.listing__created_at__extract_dow + , subq_10.listing__created_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.user + , subq_10.listing__user + , subq_10.country_latest + , subq_10.is_lux_latest + , subq_10.capacity_latest + , subq_10.listing__country_latest + , subq_10.listing__is_lux_latest + , subq_10.listing__capacity_latest + , subq_10.listings + , subq_10.largest_listing + , subq_10.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -482,257 +482,257 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_22 - ) subq_23 - ) subq_24 + ) subq_10 + ) subq_11 + ) subq_12 ON - subq_21.listing = subq_24.listing - ) subq_25 - ) subq_26 + subq_9.listing = subq_12.listing + ) subq_13 + ) subq_14 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_27 - ) subq_28 - ) subq_29 - ) subq_30 + ) subq_15 + ) subq_16 + ) subq_17 + ) subq_18 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_42.bookings + subq_30.bookings FROM ( -- Aggregate Measures SELECT - SUM(subq_41.bookings) AS bookings + SUM(subq_29.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings',] SELECT - subq_40.bookings + subq_28.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_39.booking__is_instant - , subq_39.listing__is_lux_latest - , subq_39.bookings + subq_27.booking__is_instant + , subq_27.listing__is_lux_latest + , subq_27.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_38.booking__is_instant - , subq_38.listing__is_lux_latest - , subq_38.bookings + subq_26.booking__is_instant + , subq_26.listing__is_lux_latest + , subq_26.bookings FROM ( -- Join Standard Outputs SELECT - subq_34.listing AS listing - , subq_34.booking__is_instant AS booking__is_instant - , subq_37.is_lux_latest AS listing__is_lux_latest - , subq_34.bookings AS bookings + subq_22.listing AS listing + , subq_22.booking__is_instant AS booking__is_instant + , subq_25.is_lux_latest AS listing__is_lux_latest + , subq_22.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_33.listing - , subq_33.booking__is_instant - , subq_33.bookings + subq_21.listing + , subq_21.booking__is_instant + , subq_21.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_32.ds__day - , subq_32.ds__week - , subq_32.ds__month - , subq_32.ds__quarter - , subq_32.ds__year - , subq_32.ds__extract_year - , subq_32.ds__extract_quarter - , subq_32.ds__extract_month - , subq_32.ds__extract_day - , subq_32.ds__extract_dow - , subq_32.ds__extract_doy - , subq_32.ds_partitioned__day - , subq_32.ds_partitioned__week - , subq_32.ds_partitioned__month - , subq_32.ds_partitioned__quarter - , subq_32.ds_partitioned__year - , subq_32.ds_partitioned__extract_year - , subq_32.ds_partitioned__extract_quarter - , subq_32.ds_partitioned__extract_month - , subq_32.ds_partitioned__extract_day - , subq_32.ds_partitioned__extract_dow - , subq_32.ds_partitioned__extract_doy - , subq_32.paid_at__day - , subq_32.paid_at__week - , subq_32.paid_at__month - , subq_32.paid_at__quarter - , subq_32.paid_at__year - , subq_32.paid_at__extract_year - , subq_32.paid_at__extract_quarter - , subq_32.paid_at__extract_month - , subq_32.paid_at__extract_day - , subq_32.paid_at__extract_dow - , subq_32.paid_at__extract_doy - , subq_32.booking__ds__day - , subq_32.booking__ds__week - , subq_32.booking__ds__month - , subq_32.booking__ds__quarter - , subq_32.booking__ds__year - , subq_32.booking__ds__extract_year - , subq_32.booking__ds__extract_quarter - , subq_32.booking__ds__extract_month - , subq_32.booking__ds__extract_day - , subq_32.booking__ds__extract_dow - , subq_32.booking__ds__extract_doy - , subq_32.booking__ds_partitioned__day - , subq_32.booking__ds_partitioned__week - , subq_32.booking__ds_partitioned__month - , subq_32.booking__ds_partitioned__quarter - , subq_32.booking__ds_partitioned__year - , subq_32.booking__ds_partitioned__extract_year - , subq_32.booking__ds_partitioned__extract_quarter - , subq_32.booking__ds_partitioned__extract_month - , subq_32.booking__ds_partitioned__extract_day - , subq_32.booking__ds_partitioned__extract_dow - , subq_32.booking__ds_partitioned__extract_doy - , subq_32.booking__paid_at__day - , subq_32.booking__paid_at__week - , subq_32.booking__paid_at__month - , subq_32.booking__paid_at__quarter - , subq_32.booking__paid_at__year - , subq_32.booking__paid_at__extract_year - , subq_32.booking__paid_at__extract_quarter - , subq_32.booking__paid_at__extract_month - , subq_32.booking__paid_at__extract_day - , subq_32.booking__paid_at__extract_dow - , subq_32.booking__paid_at__extract_doy - , subq_32.metric_time__day - , subq_32.metric_time__week - , subq_32.metric_time__month - , subq_32.metric_time__quarter - , subq_32.metric_time__year - , subq_32.metric_time__extract_year - , subq_32.metric_time__extract_quarter - , subq_32.metric_time__extract_month - , subq_32.metric_time__extract_day - , subq_32.metric_time__extract_dow - , subq_32.metric_time__extract_doy - , subq_32.listing - , subq_32.guest - , subq_32.host - , subq_32.booking__listing - , subq_32.booking__guest - , subq_32.booking__host - , subq_32.is_instant - , subq_32.booking__is_instant - , subq_32.bookings - , subq_32.instant_bookings - , subq_32.booking_value - , subq_32.max_booking_value - , subq_32.min_booking_value - , subq_32.bookers - , subq_32.average_booking_value - , subq_32.referred_bookings - , subq_32.median_booking_value - , subq_32.booking_value_p99 - , subq_32.discrete_booking_value_p99 - , subq_32.approximate_continuous_booking_value_p99 - , subq_32.approximate_discrete_booking_value_p99 + subq_20.ds__day + , subq_20.ds__week + , subq_20.ds__month + , subq_20.ds__quarter + , subq_20.ds__year + , subq_20.ds__extract_year + , subq_20.ds__extract_quarter + , subq_20.ds__extract_month + , subq_20.ds__extract_day + , subq_20.ds__extract_dow + , subq_20.ds__extract_doy + , subq_20.ds_partitioned__day + , subq_20.ds_partitioned__week + , subq_20.ds_partitioned__month + , subq_20.ds_partitioned__quarter + , subq_20.ds_partitioned__year + , subq_20.ds_partitioned__extract_year + , subq_20.ds_partitioned__extract_quarter + , subq_20.ds_partitioned__extract_month + , subq_20.ds_partitioned__extract_day + , subq_20.ds_partitioned__extract_dow + , subq_20.ds_partitioned__extract_doy + , subq_20.paid_at__day + , subq_20.paid_at__week + , subq_20.paid_at__month + , subq_20.paid_at__quarter + , subq_20.paid_at__year + , subq_20.paid_at__extract_year + , subq_20.paid_at__extract_quarter + , subq_20.paid_at__extract_month + , subq_20.paid_at__extract_day + , subq_20.paid_at__extract_dow + , subq_20.paid_at__extract_doy + , subq_20.booking__ds__day + , subq_20.booking__ds__week + , subq_20.booking__ds__month + , subq_20.booking__ds__quarter + , subq_20.booking__ds__year + , subq_20.booking__ds__extract_year + , subq_20.booking__ds__extract_quarter + , subq_20.booking__ds__extract_month + , subq_20.booking__ds__extract_day + , subq_20.booking__ds__extract_dow + , subq_20.booking__ds__extract_doy + , subq_20.booking__ds_partitioned__day + , subq_20.booking__ds_partitioned__week + , subq_20.booking__ds_partitioned__month + , subq_20.booking__ds_partitioned__quarter + , subq_20.booking__ds_partitioned__year + , subq_20.booking__ds_partitioned__extract_year + , subq_20.booking__ds_partitioned__extract_quarter + , subq_20.booking__ds_partitioned__extract_month + , subq_20.booking__ds_partitioned__extract_day + , subq_20.booking__ds_partitioned__extract_dow + , subq_20.booking__ds_partitioned__extract_doy + , subq_20.booking__paid_at__day + , subq_20.booking__paid_at__week + , subq_20.booking__paid_at__month + , subq_20.booking__paid_at__quarter + , subq_20.booking__paid_at__year + , subq_20.booking__paid_at__extract_year + , subq_20.booking__paid_at__extract_quarter + , subq_20.booking__paid_at__extract_month + , subq_20.booking__paid_at__extract_day + , subq_20.booking__paid_at__extract_dow + , subq_20.booking__paid_at__extract_doy + , subq_20.metric_time__day + , subq_20.metric_time__week + , subq_20.metric_time__month + , subq_20.metric_time__quarter + , subq_20.metric_time__year + , subq_20.metric_time__extract_year + , subq_20.metric_time__extract_quarter + , subq_20.metric_time__extract_month + , subq_20.metric_time__extract_day + , subq_20.metric_time__extract_dow + , subq_20.metric_time__extract_doy + , subq_20.listing + , subq_20.guest + , subq_20.host + , subq_20.booking__listing + , subq_20.booking__guest + , subq_20.booking__host + , subq_20.is_instant + , subq_20.booking__is_instant + , subq_20.bookings + , subq_20.instant_bookings + , subq_20.booking_value + , subq_20.max_booking_value + , subq_20.min_booking_value + , subq_20.bookers + , subq_20.average_booking_value + , subq_20.referred_bookings + , subq_20.median_booking_value + , subq_20.booking_value_p99 + , subq_20.discrete_booking_value_p99 + , subq_20.approximate_continuous_booking_value_p99 + , subq_20.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_31.ds__day - , subq_31.ds__week - , subq_31.ds__month - , subq_31.ds__quarter - , subq_31.ds__year - , subq_31.ds__extract_year - , subq_31.ds__extract_quarter - , subq_31.ds__extract_month - , subq_31.ds__extract_day - , subq_31.ds__extract_dow - , subq_31.ds__extract_doy - , subq_31.ds_partitioned__day - , subq_31.ds_partitioned__week - , subq_31.ds_partitioned__month - , subq_31.ds_partitioned__quarter - , subq_31.ds_partitioned__year - , subq_31.ds_partitioned__extract_year - , subq_31.ds_partitioned__extract_quarter - , subq_31.ds_partitioned__extract_month - , subq_31.ds_partitioned__extract_day - , subq_31.ds_partitioned__extract_dow - , subq_31.ds_partitioned__extract_doy - , subq_31.paid_at__day - , subq_31.paid_at__week - , subq_31.paid_at__month - , subq_31.paid_at__quarter - , subq_31.paid_at__year - , subq_31.paid_at__extract_year - , subq_31.paid_at__extract_quarter - , subq_31.paid_at__extract_month - , subq_31.paid_at__extract_day - , subq_31.paid_at__extract_dow - , subq_31.paid_at__extract_doy - , subq_31.booking__ds__day - , subq_31.booking__ds__week - , subq_31.booking__ds__month - , subq_31.booking__ds__quarter - , subq_31.booking__ds__year - , subq_31.booking__ds__extract_year - , subq_31.booking__ds__extract_quarter - , subq_31.booking__ds__extract_month - , subq_31.booking__ds__extract_day - , subq_31.booking__ds__extract_dow - , subq_31.booking__ds__extract_doy - , subq_31.booking__ds_partitioned__day - , subq_31.booking__ds_partitioned__week - , subq_31.booking__ds_partitioned__month - , subq_31.booking__ds_partitioned__quarter - , subq_31.booking__ds_partitioned__year - , subq_31.booking__ds_partitioned__extract_year - , subq_31.booking__ds_partitioned__extract_quarter - , subq_31.booking__ds_partitioned__extract_month - , subq_31.booking__ds_partitioned__extract_day - , subq_31.booking__ds_partitioned__extract_dow - , subq_31.booking__ds_partitioned__extract_doy - , subq_31.booking__paid_at__day - , subq_31.booking__paid_at__week - , subq_31.booking__paid_at__month - , subq_31.booking__paid_at__quarter - , subq_31.booking__paid_at__year - , subq_31.booking__paid_at__extract_year - , subq_31.booking__paid_at__extract_quarter - , subq_31.booking__paid_at__extract_month - , subq_31.booking__paid_at__extract_day - , subq_31.booking__paid_at__extract_dow - , subq_31.booking__paid_at__extract_doy - , subq_31.ds__day AS metric_time__day - , subq_31.ds__week AS metric_time__week - , subq_31.ds__month AS metric_time__month - , subq_31.ds__quarter AS metric_time__quarter - , subq_31.ds__year AS metric_time__year - , subq_31.ds__extract_year AS metric_time__extract_year - , subq_31.ds__extract_quarter AS metric_time__extract_quarter - , subq_31.ds__extract_month AS metric_time__extract_month - , subq_31.ds__extract_day AS metric_time__extract_day - , subq_31.ds__extract_dow AS metric_time__extract_dow - , subq_31.ds__extract_doy AS metric_time__extract_doy - , subq_31.listing - , subq_31.guest - , subq_31.host - , subq_31.booking__listing - , subq_31.booking__guest - , subq_31.booking__host - , subq_31.is_instant - , subq_31.booking__is_instant - , subq_31.bookings - , subq_31.instant_bookings - , subq_31.booking_value - , subq_31.max_booking_value - , subq_31.min_booking_value - , subq_31.bookers - , subq_31.average_booking_value - , subq_31.referred_bookings - , subq_31.median_booking_value - , subq_31.booking_value_p99 - , subq_31.discrete_booking_value_p99 - , subq_31.approximate_continuous_booking_value_p99 - , subq_31.approximate_discrete_booking_value_p99 + subq_19.ds__day + , subq_19.ds__week + , subq_19.ds__month + , subq_19.ds__quarter + , subq_19.ds__year + , subq_19.ds__extract_year + , subq_19.ds__extract_quarter + , subq_19.ds__extract_month + , subq_19.ds__extract_day + , subq_19.ds__extract_dow + , subq_19.ds__extract_doy + , subq_19.ds_partitioned__day + , subq_19.ds_partitioned__week + , subq_19.ds_partitioned__month + , subq_19.ds_partitioned__quarter + , subq_19.ds_partitioned__year + , subq_19.ds_partitioned__extract_year + , subq_19.ds_partitioned__extract_quarter + , subq_19.ds_partitioned__extract_month + , subq_19.ds_partitioned__extract_day + , subq_19.ds_partitioned__extract_dow + , subq_19.ds_partitioned__extract_doy + , subq_19.paid_at__day + , subq_19.paid_at__week + , subq_19.paid_at__month + , subq_19.paid_at__quarter + , subq_19.paid_at__year + , subq_19.paid_at__extract_year + , subq_19.paid_at__extract_quarter + , subq_19.paid_at__extract_month + , subq_19.paid_at__extract_day + , subq_19.paid_at__extract_dow + , subq_19.paid_at__extract_doy + , subq_19.booking__ds__day + , subq_19.booking__ds__week + , subq_19.booking__ds__month + , subq_19.booking__ds__quarter + , subq_19.booking__ds__year + , subq_19.booking__ds__extract_year + , subq_19.booking__ds__extract_quarter + , subq_19.booking__ds__extract_month + , subq_19.booking__ds__extract_day + , subq_19.booking__ds__extract_dow + , subq_19.booking__ds__extract_doy + , subq_19.booking__ds_partitioned__day + , subq_19.booking__ds_partitioned__week + , subq_19.booking__ds_partitioned__month + , subq_19.booking__ds_partitioned__quarter + , subq_19.booking__ds_partitioned__year + , subq_19.booking__ds_partitioned__extract_year + , subq_19.booking__ds_partitioned__extract_quarter + , subq_19.booking__ds_partitioned__extract_month + , subq_19.booking__ds_partitioned__extract_day + , subq_19.booking__ds_partitioned__extract_dow + , subq_19.booking__ds_partitioned__extract_doy + , subq_19.booking__paid_at__day + , subq_19.booking__paid_at__week + , subq_19.booking__paid_at__month + , subq_19.booking__paid_at__quarter + , subq_19.booking__paid_at__year + , subq_19.booking__paid_at__extract_year + , subq_19.booking__paid_at__extract_quarter + , subq_19.booking__paid_at__extract_month + , subq_19.booking__paid_at__extract_day + , subq_19.booking__paid_at__extract_dow + , subq_19.booking__paid_at__extract_doy + , subq_19.ds__day AS metric_time__day + , subq_19.ds__week AS metric_time__week + , subq_19.ds__month AS metric_time__month + , subq_19.ds__quarter AS metric_time__quarter + , subq_19.ds__year AS metric_time__year + , subq_19.ds__extract_year AS metric_time__extract_year + , subq_19.ds__extract_quarter AS metric_time__extract_quarter + , subq_19.ds__extract_month AS metric_time__extract_month + , subq_19.ds__extract_day AS metric_time__extract_day + , subq_19.ds__extract_dow AS metric_time__extract_dow + , subq_19.ds__extract_doy AS metric_time__extract_doy + , subq_19.listing + , subq_19.guest + , subq_19.host + , subq_19.booking__listing + , subq_19.booking__guest + , subq_19.booking__host + , subq_19.is_instant + , subq_19.booking__is_instant + , subq_19.bookings + , subq_19.instant_bookings + , subq_19.booking_value + , subq_19.max_booking_value + , subq_19.min_booking_value + , subq_19.bookers + , subq_19.average_booking_value + , subq_19.referred_bookings + , subq_19.median_booking_value + , subq_19.booking_value_p99 + , subq_19.discrete_booking_value_p99 + , subq_19.approximate_continuous_booking_value_p99 + , subq_19.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -825,86 +825,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_31 - ) subq_32 + ) subq_19 + ) subq_20 WHERE booking__is_instant - ) subq_33 - ) subq_34 + ) subq_21 + ) subq_22 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_36.listing - , subq_36.is_lux_latest + subq_24.listing + , subq_24.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_35.ds__day - , subq_35.ds__week - , subq_35.ds__month - , subq_35.ds__quarter - , subq_35.ds__year - , subq_35.ds__extract_year - , subq_35.ds__extract_quarter - , subq_35.ds__extract_month - , subq_35.ds__extract_day - , subq_35.ds__extract_dow - , subq_35.ds__extract_doy - , subq_35.created_at__day - , subq_35.created_at__week - , subq_35.created_at__month - , subq_35.created_at__quarter - , subq_35.created_at__year - , subq_35.created_at__extract_year - , subq_35.created_at__extract_quarter - , subq_35.created_at__extract_month - , subq_35.created_at__extract_day - , subq_35.created_at__extract_dow - , subq_35.created_at__extract_doy - , subq_35.listing__ds__day - , subq_35.listing__ds__week - , subq_35.listing__ds__month - , subq_35.listing__ds__quarter - , subq_35.listing__ds__year - , subq_35.listing__ds__extract_year - , subq_35.listing__ds__extract_quarter - , subq_35.listing__ds__extract_month - , subq_35.listing__ds__extract_day - , subq_35.listing__ds__extract_dow - , subq_35.listing__ds__extract_doy - , subq_35.listing__created_at__day - , subq_35.listing__created_at__week - , subq_35.listing__created_at__month - , subq_35.listing__created_at__quarter - , subq_35.listing__created_at__year - , subq_35.listing__created_at__extract_year - , subq_35.listing__created_at__extract_quarter - , subq_35.listing__created_at__extract_month - , subq_35.listing__created_at__extract_day - , subq_35.listing__created_at__extract_dow - , subq_35.listing__created_at__extract_doy - , subq_35.ds__day AS metric_time__day - , subq_35.ds__week AS metric_time__week - , subq_35.ds__month AS metric_time__month - , subq_35.ds__quarter AS metric_time__quarter - , subq_35.ds__year AS metric_time__year - , subq_35.ds__extract_year AS metric_time__extract_year - , subq_35.ds__extract_quarter AS metric_time__extract_quarter - , subq_35.ds__extract_month AS metric_time__extract_month - , subq_35.ds__extract_day AS metric_time__extract_day - , subq_35.ds__extract_dow AS metric_time__extract_dow - , subq_35.ds__extract_doy AS metric_time__extract_doy - , subq_35.listing - , subq_35.user - , subq_35.listing__user - , subq_35.country_latest - , subq_35.is_lux_latest - , subq_35.capacity_latest - , subq_35.listing__country_latest - , subq_35.listing__is_lux_latest - , subq_35.listing__capacity_latest - , subq_35.listings - , subq_35.largest_listing - , subq_35.smallest_listing + subq_23.ds__day + , subq_23.ds__week + , subq_23.ds__month + , subq_23.ds__quarter + , subq_23.ds__year + , subq_23.ds__extract_year + , subq_23.ds__extract_quarter + , subq_23.ds__extract_month + , subq_23.ds__extract_day + , subq_23.ds__extract_dow + , subq_23.ds__extract_doy + , subq_23.created_at__day + , subq_23.created_at__week + , subq_23.created_at__month + , subq_23.created_at__quarter + , subq_23.created_at__year + , subq_23.created_at__extract_year + , subq_23.created_at__extract_quarter + , subq_23.created_at__extract_month + , subq_23.created_at__extract_day + , subq_23.created_at__extract_dow + , subq_23.created_at__extract_doy + , subq_23.listing__ds__day + , subq_23.listing__ds__week + , subq_23.listing__ds__month + , subq_23.listing__ds__quarter + , subq_23.listing__ds__year + , subq_23.listing__ds__extract_year + , subq_23.listing__ds__extract_quarter + , subq_23.listing__ds__extract_month + , subq_23.listing__ds__extract_day + , subq_23.listing__ds__extract_dow + , subq_23.listing__ds__extract_doy + , subq_23.listing__created_at__day + , subq_23.listing__created_at__week + , subq_23.listing__created_at__month + , subq_23.listing__created_at__quarter + , subq_23.listing__created_at__year + , subq_23.listing__created_at__extract_year + , subq_23.listing__created_at__extract_quarter + , subq_23.listing__created_at__extract_month + , subq_23.listing__created_at__extract_day + , subq_23.listing__created_at__extract_dow + , subq_23.listing__created_at__extract_doy + , subq_23.ds__day AS metric_time__day + , subq_23.ds__week AS metric_time__week + , subq_23.ds__month AS metric_time__month + , subq_23.ds__quarter AS metric_time__quarter + , subq_23.ds__year AS metric_time__year + , subq_23.ds__extract_year AS metric_time__extract_year + , subq_23.ds__extract_quarter AS metric_time__extract_quarter + , subq_23.ds__extract_month AS metric_time__extract_month + , subq_23.ds__extract_day AS metric_time__extract_day + , subq_23.ds__extract_dow AS metric_time__extract_dow + , subq_23.ds__extract_doy AS metric_time__extract_doy + , subq_23.listing + , subq_23.user + , subq_23.listing__user + , subq_23.country_latest + , subq_23.is_lux_latest + , subq_23.capacity_latest + , subq_23.listing__country_latest + , subq_23.listing__is_lux_latest + , subq_23.listing__capacity_latest + , subq_23.listings + , subq_23.largest_listing + , subq_23.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -965,242 +965,242 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_35 - ) subq_36 - ) subq_37 + ) subq_23 + ) subq_24 + ) subq_25 ON - subq_34.listing = subq_37.listing - ) subq_38 - ) subq_39 + subq_22.listing = subq_25.listing + ) subq_26 + ) subq_27 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_40 - ) subq_41 - ) subq_42 - ) subq_43 + ) subq_28 + ) subq_29 + ) subq_30 + ) subq_31 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_50.booking_value + subq_38.booking_value FROM ( -- Aggregate Measures SELECT - SUM(subq_49.booking_value) AS booking_value + SUM(subq_37.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value',] SELECT - subq_48.booking_value + subq_36.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_47.booking__is_instant - , subq_47.booking_value + subq_35.booking__is_instant + , subq_35.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - subq_46.booking__is_instant - , subq_46.booking_value + subq_34.booking__is_instant + , subq_34.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_45.ds__day - , subq_45.ds__week - , subq_45.ds__month - , subq_45.ds__quarter - , subq_45.ds__year - , subq_45.ds__extract_year - , subq_45.ds__extract_quarter - , subq_45.ds__extract_month - , subq_45.ds__extract_day - , subq_45.ds__extract_dow - , subq_45.ds__extract_doy - , subq_45.ds_partitioned__day - , subq_45.ds_partitioned__week - , subq_45.ds_partitioned__month - , subq_45.ds_partitioned__quarter - , subq_45.ds_partitioned__year - , subq_45.ds_partitioned__extract_year - , subq_45.ds_partitioned__extract_quarter - , subq_45.ds_partitioned__extract_month - , subq_45.ds_partitioned__extract_day - , subq_45.ds_partitioned__extract_dow - , subq_45.ds_partitioned__extract_doy - , subq_45.paid_at__day - , subq_45.paid_at__week - , subq_45.paid_at__month - , subq_45.paid_at__quarter - , subq_45.paid_at__year - , subq_45.paid_at__extract_year - , subq_45.paid_at__extract_quarter - , subq_45.paid_at__extract_month - , subq_45.paid_at__extract_day - , subq_45.paid_at__extract_dow - , subq_45.paid_at__extract_doy - , subq_45.booking__ds__day - , subq_45.booking__ds__week - , subq_45.booking__ds__month - , subq_45.booking__ds__quarter - , subq_45.booking__ds__year - , subq_45.booking__ds__extract_year - , subq_45.booking__ds__extract_quarter - , subq_45.booking__ds__extract_month - , subq_45.booking__ds__extract_day - , subq_45.booking__ds__extract_dow - , subq_45.booking__ds__extract_doy - , subq_45.booking__ds_partitioned__day - , subq_45.booking__ds_partitioned__week - , subq_45.booking__ds_partitioned__month - , subq_45.booking__ds_partitioned__quarter - , subq_45.booking__ds_partitioned__year - , subq_45.booking__ds_partitioned__extract_year - , subq_45.booking__ds_partitioned__extract_quarter - , subq_45.booking__ds_partitioned__extract_month - , subq_45.booking__ds_partitioned__extract_day - , subq_45.booking__ds_partitioned__extract_dow - , subq_45.booking__ds_partitioned__extract_doy - , subq_45.booking__paid_at__day - , subq_45.booking__paid_at__week - , subq_45.booking__paid_at__month - , subq_45.booking__paid_at__quarter - , subq_45.booking__paid_at__year - , subq_45.booking__paid_at__extract_year - , subq_45.booking__paid_at__extract_quarter - , subq_45.booking__paid_at__extract_month - , subq_45.booking__paid_at__extract_day - , subq_45.booking__paid_at__extract_dow - , subq_45.booking__paid_at__extract_doy - , subq_45.metric_time__day - , subq_45.metric_time__week - , subq_45.metric_time__month - , subq_45.metric_time__quarter - , subq_45.metric_time__year - , subq_45.metric_time__extract_year - , subq_45.metric_time__extract_quarter - , subq_45.metric_time__extract_month - , subq_45.metric_time__extract_day - , subq_45.metric_time__extract_dow - , subq_45.metric_time__extract_doy - , subq_45.listing - , subq_45.guest - , subq_45.host - , subq_45.booking__listing - , subq_45.booking__guest - , subq_45.booking__host - , subq_45.is_instant - , subq_45.booking__is_instant - , subq_45.bookings - , subq_45.instant_bookings - , subq_45.booking_value - , subq_45.max_booking_value - , subq_45.min_booking_value - , subq_45.bookers - , subq_45.average_booking_value - , subq_45.referred_bookings - , subq_45.median_booking_value - , subq_45.booking_value_p99 - , subq_45.discrete_booking_value_p99 - , subq_45.approximate_continuous_booking_value_p99 - , subq_45.approximate_discrete_booking_value_p99 + subq_33.ds__day + , subq_33.ds__week + , subq_33.ds__month + , subq_33.ds__quarter + , subq_33.ds__year + , subq_33.ds__extract_year + , subq_33.ds__extract_quarter + , subq_33.ds__extract_month + , subq_33.ds__extract_day + , subq_33.ds__extract_dow + , subq_33.ds__extract_doy + , subq_33.ds_partitioned__day + , subq_33.ds_partitioned__week + , subq_33.ds_partitioned__month + , subq_33.ds_partitioned__quarter + , subq_33.ds_partitioned__year + , subq_33.ds_partitioned__extract_year + , subq_33.ds_partitioned__extract_quarter + , subq_33.ds_partitioned__extract_month + , subq_33.ds_partitioned__extract_day + , subq_33.ds_partitioned__extract_dow + , subq_33.ds_partitioned__extract_doy + , subq_33.paid_at__day + , subq_33.paid_at__week + , subq_33.paid_at__month + , subq_33.paid_at__quarter + , subq_33.paid_at__year + , subq_33.paid_at__extract_year + , subq_33.paid_at__extract_quarter + , subq_33.paid_at__extract_month + , subq_33.paid_at__extract_day + , subq_33.paid_at__extract_dow + , subq_33.paid_at__extract_doy + , subq_33.booking__ds__day + , subq_33.booking__ds__week + , subq_33.booking__ds__month + , subq_33.booking__ds__quarter + , subq_33.booking__ds__year + , subq_33.booking__ds__extract_year + , subq_33.booking__ds__extract_quarter + , subq_33.booking__ds__extract_month + , subq_33.booking__ds__extract_day + , subq_33.booking__ds__extract_dow + , subq_33.booking__ds__extract_doy + , subq_33.booking__ds_partitioned__day + , subq_33.booking__ds_partitioned__week + , subq_33.booking__ds_partitioned__month + , subq_33.booking__ds_partitioned__quarter + , subq_33.booking__ds_partitioned__year + , subq_33.booking__ds_partitioned__extract_year + , subq_33.booking__ds_partitioned__extract_quarter + , subq_33.booking__ds_partitioned__extract_month + , subq_33.booking__ds_partitioned__extract_day + , subq_33.booking__ds_partitioned__extract_dow + , subq_33.booking__ds_partitioned__extract_doy + , subq_33.booking__paid_at__day + , subq_33.booking__paid_at__week + , subq_33.booking__paid_at__month + , subq_33.booking__paid_at__quarter + , subq_33.booking__paid_at__year + , subq_33.booking__paid_at__extract_year + , subq_33.booking__paid_at__extract_quarter + , subq_33.booking__paid_at__extract_month + , subq_33.booking__paid_at__extract_day + , subq_33.booking__paid_at__extract_dow + , subq_33.booking__paid_at__extract_doy + , subq_33.metric_time__day + , subq_33.metric_time__week + , subq_33.metric_time__month + , subq_33.metric_time__quarter + , subq_33.metric_time__year + , subq_33.metric_time__extract_year + , subq_33.metric_time__extract_quarter + , subq_33.metric_time__extract_month + , subq_33.metric_time__extract_day + , subq_33.metric_time__extract_dow + , subq_33.metric_time__extract_doy + , subq_33.listing + , subq_33.guest + , subq_33.host + , subq_33.booking__listing + , subq_33.booking__guest + , subq_33.booking__host + , subq_33.is_instant + , subq_33.booking__is_instant + , subq_33.bookings + , subq_33.instant_bookings + , subq_33.booking_value + , subq_33.max_booking_value + , subq_33.min_booking_value + , subq_33.bookers + , subq_33.average_booking_value + , subq_33.referred_bookings + , subq_33.median_booking_value + , subq_33.booking_value_p99 + , subq_33.discrete_booking_value_p99 + , subq_33.approximate_continuous_booking_value_p99 + , subq_33.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_44.ds__day - , subq_44.ds__week - , subq_44.ds__month - , subq_44.ds__quarter - , subq_44.ds__year - , subq_44.ds__extract_year - , subq_44.ds__extract_quarter - , subq_44.ds__extract_month - , subq_44.ds__extract_day - , subq_44.ds__extract_dow - , subq_44.ds__extract_doy - , subq_44.ds_partitioned__day - , subq_44.ds_partitioned__week - , subq_44.ds_partitioned__month - , subq_44.ds_partitioned__quarter - , subq_44.ds_partitioned__year - , subq_44.ds_partitioned__extract_year - , subq_44.ds_partitioned__extract_quarter - , subq_44.ds_partitioned__extract_month - , subq_44.ds_partitioned__extract_day - , subq_44.ds_partitioned__extract_dow - , subq_44.ds_partitioned__extract_doy - , subq_44.paid_at__day - , subq_44.paid_at__week - , subq_44.paid_at__month - , subq_44.paid_at__quarter - , subq_44.paid_at__year - , subq_44.paid_at__extract_year - , subq_44.paid_at__extract_quarter - , subq_44.paid_at__extract_month - , subq_44.paid_at__extract_day - , subq_44.paid_at__extract_dow - , subq_44.paid_at__extract_doy - , subq_44.booking__ds__day - , subq_44.booking__ds__week - , subq_44.booking__ds__month - , subq_44.booking__ds__quarter - , subq_44.booking__ds__year - , subq_44.booking__ds__extract_year - , subq_44.booking__ds__extract_quarter - , subq_44.booking__ds__extract_month - , subq_44.booking__ds__extract_day - , subq_44.booking__ds__extract_dow - , subq_44.booking__ds__extract_doy - , subq_44.booking__ds_partitioned__day - , subq_44.booking__ds_partitioned__week - , subq_44.booking__ds_partitioned__month - , subq_44.booking__ds_partitioned__quarter - , subq_44.booking__ds_partitioned__year - , subq_44.booking__ds_partitioned__extract_year - , subq_44.booking__ds_partitioned__extract_quarter - , subq_44.booking__ds_partitioned__extract_month - , subq_44.booking__ds_partitioned__extract_day - , subq_44.booking__ds_partitioned__extract_dow - , subq_44.booking__ds_partitioned__extract_doy - , subq_44.booking__paid_at__day - , subq_44.booking__paid_at__week - , subq_44.booking__paid_at__month - , subq_44.booking__paid_at__quarter - , subq_44.booking__paid_at__year - , subq_44.booking__paid_at__extract_year - , subq_44.booking__paid_at__extract_quarter - , subq_44.booking__paid_at__extract_month - , subq_44.booking__paid_at__extract_day - , subq_44.booking__paid_at__extract_dow - , subq_44.booking__paid_at__extract_doy - , subq_44.ds__day AS metric_time__day - , subq_44.ds__week AS metric_time__week - , subq_44.ds__month AS metric_time__month - , subq_44.ds__quarter AS metric_time__quarter - , subq_44.ds__year AS metric_time__year - , subq_44.ds__extract_year AS metric_time__extract_year - , subq_44.ds__extract_quarter AS metric_time__extract_quarter - , subq_44.ds__extract_month AS metric_time__extract_month - , subq_44.ds__extract_day AS metric_time__extract_day - , subq_44.ds__extract_dow AS metric_time__extract_dow - , subq_44.ds__extract_doy AS metric_time__extract_doy - , subq_44.listing - , subq_44.guest - , subq_44.host - , subq_44.booking__listing - , subq_44.booking__guest - , subq_44.booking__host - , subq_44.is_instant - , subq_44.booking__is_instant - , subq_44.bookings - , subq_44.instant_bookings - , subq_44.booking_value - , subq_44.max_booking_value - , subq_44.min_booking_value - , subq_44.bookers - , subq_44.average_booking_value - , subq_44.referred_bookings - , subq_44.median_booking_value - , subq_44.booking_value_p99 - , subq_44.discrete_booking_value_p99 - , subq_44.approximate_continuous_booking_value_p99 - , subq_44.approximate_discrete_booking_value_p99 + subq_32.ds__day + , subq_32.ds__week + , subq_32.ds__month + , subq_32.ds__quarter + , subq_32.ds__year + , subq_32.ds__extract_year + , subq_32.ds__extract_quarter + , subq_32.ds__extract_month + , subq_32.ds__extract_day + , subq_32.ds__extract_dow + , subq_32.ds__extract_doy + , subq_32.ds_partitioned__day + , subq_32.ds_partitioned__week + , subq_32.ds_partitioned__month + , subq_32.ds_partitioned__quarter + , subq_32.ds_partitioned__year + , subq_32.ds_partitioned__extract_year + , subq_32.ds_partitioned__extract_quarter + , subq_32.ds_partitioned__extract_month + , subq_32.ds_partitioned__extract_day + , subq_32.ds_partitioned__extract_dow + , subq_32.ds_partitioned__extract_doy + , subq_32.paid_at__day + , subq_32.paid_at__week + , subq_32.paid_at__month + , subq_32.paid_at__quarter + , subq_32.paid_at__year + , subq_32.paid_at__extract_year + , subq_32.paid_at__extract_quarter + , subq_32.paid_at__extract_month + , subq_32.paid_at__extract_day + , subq_32.paid_at__extract_dow + , subq_32.paid_at__extract_doy + , subq_32.booking__ds__day + , subq_32.booking__ds__week + , subq_32.booking__ds__month + , subq_32.booking__ds__quarter + , subq_32.booking__ds__year + , subq_32.booking__ds__extract_year + , subq_32.booking__ds__extract_quarter + , subq_32.booking__ds__extract_month + , subq_32.booking__ds__extract_day + , subq_32.booking__ds__extract_dow + , subq_32.booking__ds__extract_doy + , subq_32.booking__ds_partitioned__day + , subq_32.booking__ds_partitioned__week + , subq_32.booking__ds_partitioned__month + , subq_32.booking__ds_partitioned__quarter + , subq_32.booking__ds_partitioned__year + , subq_32.booking__ds_partitioned__extract_year + , subq_32.booking__ds_partitioned__extract_quarter + , subq_32.booking__ds_partitioned__extract_month + , subq_32.booking__ds_partitioned__extract_day + , subq_32.booking__ds_partitioned__extract_dow + , subq_32.booking__ds_partitioned__extract_doy + , subq_32.booking__paid_at__day + , subq_32.booking__paid_at__week + , subq_32.booking__paid_at__month + , subq_32.booking__paid_at__quarter + , subq_32.booking__paid_at__year + , subq_32.booking__paid_at__extract_year + , subq_32.booking__paid_at__extract_quarter + , subq_32.booking__paid_at__extract_month + , subq_32.booking__paid_at__extract_day + , subq_32.booking__paid_at__extract_dow + , subq_32.booking__paid_at__extract_doy + , subq_32.ds__day AS metric_time__day + , subq_32.ds__week AS metric_time__week + , subq_32.ds__month AS metric_time__month + , subq_32.ds__quarter AS metric_time__quarter + , subq_32.ds__year AS metric_time__year + , subq_32.ds__extract_year AS metric_time__extract_year + , subq_32.ds__extract_quarter AS metric_time__extract_quarter + , subq_32.ds__extract_month AS metric_time__extract_month + , subq_32.ds__extract_day AS metric_time__extract_day + , subq_32.ds__extract_dow AS metric_time__extract_dow + , subq_32.ds__extract_doy AS metric_time__extract_doy + , subq_32.listing + , subq_32.guest + , subq_32.host + , subq_32.booking__listing + , subq_32.booking__guest + , subq_32.booking__host + , subq_32.is_instant + , subq_32.booking__is_instant + , subq_32.bookings + , subq_32.instant_bookings + , subq_32.booking_value + , subq_32.max_booking_value + , subq_32.min_booking_value + , subq_32.bookers + , subq_32.average_booking_value + , subq_32.referred_bookings + , subq_32.median_booking_value + , subq_32.booking_value_p99 + , subq_32.discrete_booking_value_p99 + , subq_32.approximate_continuous_booking_value_p99 + , subq_32.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -1293,15 +1293,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_44 - ) subq_45 + ) subq_32 + ) subq_33 WHERE booking__is_instant - ) subq_46 - ) subq_47 + ) subq_34 + ) subq_35 WHERE booking__is_instant - ) subq_48 - ) subq_49 - ) subq_50 - ) subq_51 - ) subq_52 -) subq_53 + ) subq_36 + ) subq_37 + ) subq_38 + ) subq_39 + ) subq_40 +) subq_41 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_nested_filters__plan0_optimized.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_nested_filters__plan0_optimized.sql index a0fdc735bd..60a09b752b 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_nested_filters__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_nested_filters__plan0_optimized.sql @@ -8,9 +8,9 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_66.average_booking_value) AS average_booking_value - , MAX(subq_79.bookings) AS bookings - , MAX(subq_87.booking_value) AS booking_value + MAX(subq_54.average_booking_value) AS average_booking_value + , MAX(subq_67.bookings) AS bookings + , MAX(subq_75.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value',] @@ -22,9 +22,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_57.booking__is_instant AS booking__is_instant + subq_45.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_57.average_booking_value AS average_booking_value + , subq_45.average_booking_value AS average_booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] @@ -40,16 +40,16 @@ FROM ( , is_instant AS booking__is_instant , booking_value AS average_booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_55 + ) subq_43 WHERE booking__is_instant - ) subq_57 + ) subq_45 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_57.listing = listings_latest_src_28000.listing_id - ) subq_62 + subq_45.listing = listings_latest_src_28000.listing_id + ) subq_50 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_66 + ) subq_54 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings',] @@ -61,9 +61,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_70.booking__is_instant AS booking__is_instant + subq_58.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_70.bookings AS bookings + , subq_58.bookings AS bookings FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] @@ -79,16 +79,16 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_68 + ) subq_56 WHERE booking__is_instant - ) subq_70 + ) subq_58 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_70.listing = listings_latest_src_28000.listing_id - ) subq_75 + subq_58.listing = listings_latest_src_28000.listing_id + ) subq_63 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_79 + ) subq_67 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value',] @@ -109,10 +109,10 @@ FROM ( is_instant AS booking__is_instant , booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_81 + ) subq_69 WHERE booking__is_instant - ) subq_83 + ) subq_71 WHERE booking__is_instant - ) subq_87 - ) subq_88 -) subq_89 + ) subq_75 + ) subq_76 +) subq_77 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_nested_filters__plan0.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_nested_filters__plan0.sql index a54923e15b..c4c3c5c749 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_nested_filters__plan0.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_nested_filters__plan0.sql @@ -8,248 +8,248 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_30.average_booking_value) AS average_booking_value - , MAX(subq_43.bookings) AS bookings - , MAX(subq_51.booking_value) AS booking_value + MAX(subq_18.average_booking_value) AS average_booking_value + , MAX(subq_31.bookings) AS bookings + , MAX(subq_39.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_29.average_booking_value + subq_17.average_booking_value FROM ( -- Aggregate Measures SELECT - AVG(subq_28.average_booking_value) AS average_booking_value + AVG(subq_16.average_booking_value) AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value',] SELECT - subq_27.average_booking_value + subq_15.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_26.booking__is_instant - , subq_26.listing__is_lux_latest - , subq_26.average_booking_value + subq_14.booking__is_instant + , subq_14.listing__is_lux_latest + , subq_14.average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_25.booking__is_instant - , subq_25.listing__is_lux_latest - , subq_25.average_booking_value + subq_13.booking__is_instant + , subq_13.listing__is_lux_latest + , subq_13.average_booking_value FROM ( -- Join Standard Outputs SELECT - subq_21.listing AS listing - , subq_21.booking__is_instant AS booking__is_instant - , subq_24.is_lux_latest AS listing__is_lux_latest - , subq_21.average_booking_value AS average_booking_value + subq_9.listing AS listing + , subq_9.booking__is_instant AS booking__is_instant + , subq_12.is_lux_latest AS listing__is_lux_latest + , subq_9.average_booking_value AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] SELECT - subq_20.listing - , subq_20.booking__is_instant - , subq_20.average_booking_value + subq_8.listing + , subq_8.booking__is_instant + , subq_8.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_19.ds__day - , subq_19.ds__week - , subq_19.ds__month - , subq_19.ds__quarter - , subq_19.ds__year - , subq_19.ds__extract_year - , subq_19.ds__extract_quarter - , subq_19.ds__extract_month - , subq_19.ds__extract_day - , subq_19.ds__extract_dow - , subq_19.ds__extract_doy - , subq_19.ds_partitioned__day - , subq_19.ds_partitioned__week - , subq_19.ds_partitioned__month - , subq_19.ds_partitioned__quarter - , subq_19.ds_partitioned__year - , subq_19.ds_partitioned__extract_year - , subq_19.ds_partitioned__extract_quarter - , subq_19.ds_partitioned__extract_month - , subq_19.ds_partitioned__extract_day - , subq_19.ds_partitioned__extract_dow - , subq_19.ds_partitioned__extract_doy - , subq_19.paid_at__day - , subq_19.paid_at__week - , subq_19.paid_at__month - , subq_19.paid_at__quarter - , subq_19.paid_at__year - , subq_19.paid_at__extract_year - , subq_19.paid_at__extract_quarter - , subq_19.paid_at__extract_month - , subq_19.paid_at__extract_day - , subq_19.paid_at__extract_dow - , subq_19.paid_at__extract_doy - , subq_19.booking__ds__day - , subq_19.booking__ds__week - , subq_19.booking__ds__month - , subq_19.booking__ds__quarter - , subq_19.booking__ds__year - , subq_19.booking__ds__extract_year - , subq_19.booking__ds__extract_quarter - , subq_19.booking__ds__extract_month - , subq_19.booking__ds__extract_day - , subq_19.booking__ds__extract_dow - , subq_19.booking__ds__extract_doy - , subq_19.booking__ds_partitioned__day - , subq_19.booking__ds_partitioned__week - , subq_19.booking__ds_partitioned__month - , subq_19.booking__ds_partitioned__quarter - , subq_19.booking__ds_partitioned__year - , subq_19.booking__ds_partitioned__extract_year - , subq_19.booking__ds_partitioned__extract_quarter - , subq_19.booking__ds_partitioned__extract_month - , subq_19.booking__ds_partitioned__extract_day - , subq_19.booking__ds_partitioned__extract_dow - , subq_19.booking__ds_partitioned__extract_doy - , subq_19.booking__paid_at__day - , subq_19.booking__paid_at__week - , subq_19.booking__paid_at__month - , subq_19.booking__paid_at__quarter - , subq_19.booking__paid_at__year - , subq_19.booking__paid_at__extract_year - , subq_19.booking__paid_at__extract_quarter - , subq_19.booking__paid_at__extract_month - , subq_19.booking__paid_at__extract_day - , subq_19.booking__paid_at__extract_dow - , subq_19.booking__paid_at__extract_doy - , subq_19.metric_time__day - , subq_19.metric_time__week - , subq_19.metric_time__month - , subq_19.metric_time__quarter - , subq_19.metric_time__year - , subq_19.metric_time__extract_year - , subq_19.metric_time__extract_quarter - , subq_19.metric_time__extract_month - , subq_19.metric_time__extract_day - , subq_19.metric_time__extract_dow - , subq_19.metric_time__extract_doy - , subq_19.listing - , subq_19.guest - , subq_19.host - , subq_19.booking__listing - , subq_19.booking__guest - , subq_19.booking__host - , subq_19.is_instant - , subq_19.booking__is_instant - , subq_19.bookings - , subq_19.instant_bookings - , subq_19.booking_value - , subq_19.max_booking_value - , subq_19.min_booking_value - , subq_19.bookers - , subq_19.average_booking_value - , subq_19.referred_bookings - , subq_19.median_booking_value - , subq_19.booking_value_p99 - , subq_19.discrete_booking_value_p99 - , subq_19.approximate_continuous_booking_value_p99 - , subq_19.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_18.ds__day - , subq_18.ds__week - , subq_18.ds__month - , subq_18.ds__quarter - , subq_18.ds__year - , subq_18.ds__extract_year - , subq_18.ds__extract_quarter - , subq_18.ds__extract_month - , subq_18.ds__extract_day - , subq_18.ds__extract_dow - , subq_18.ds__extract_doy - , subq_18.ds_partitioned__day - , subq_18.ds_partitioned__week - , subq_18.ds_partitioned__month - , subq_18.ds_partitioned__quarter - , subq_18.ds_partitioned__year - , subq_18.ds_partitioned__extract_year - , subq_18.ds_partitioned__extract_quarter - , subq_18.ds_partitioned__extract_month - , subq_18.ds_partitioned__extract_day - , subq_18.ds_partitioned__extract_dow - , subq_18.ds_partitioned__extract_doy - , subq_18.paid_at__day - , subq_18.paid_at__week - , subq_18.paid_at__month - , subq_18.paid_at__quarter - , subq_18.paid_at__year - , subq_18.paid_at__extract_year - , subq_18.paid_at__extract_quarter - , subq_18.paid_at__extract_month - , subq_18.paid_at__extract_day - , subq_18.paid_at__extract_dow - , subq_18.paid_at__extract_doy - , subq_18.booking__ds__day - , subq_18.booking__ds__week - , subq_18.booking__ds__month - , subq_18.booking__ds__quarter - , subq_18.booking__ds__year - , subq_18.booking__ds__extract_year - , subq_18.booking__ds__extract_quarter - , subq_18.booking__ds__extract_month - , subq_18.booking__ds__extract_day - , subq_18.booking__ds__extract_dow - , subq_18.booking__ds__extract_doy - , subq_18.booking__ds_partitioned__day - , subq_18.booking__ds_partitioned__week - , subq_18.booking__ds_partitioned__month - , subq_18.booking__ds_partitioned__quarter - , subq_18.booking__ds_partitioned__year - , subq_18.booking__ds_partitioned__extract_year - , subq_18.booking__ds_partitioned__extract_quarter - , subq_18.booking__ds_partitioned__extract_month - , subq_18.booking__ds_partitioned__extract_day - , subq_18.booking__ds_partitioned__extract_dow - , subq_18.booking__ds_partitioned__extract_doy - , subq_18.booking__paid_at__day - , subq_18.booking__paid_at__week - , subq_18.booking__paid_at__month - , subq_18.booking__paid_at__quarter - , subq_18.booking__paid_at__year - , subq_18.booking__paid_at__extract_year - , subq_18.booking__paid_at__extract_quarter - , subq_18.booking__paid_at__extract_month - , subq_18.booking__paid_at__extract_day - , subq_18.booking__paid_at__extract_dow - , subq_18.booking__paid_at__extract_doy - , subq_18.ds__day AS metric_time__day - , subq_18.ds__week AS metric_time__week - , subq_18.ds__month AS metric_time__month - , subq_18.ds__quarter AS metric_time__quarter - , subq_18.ds__year AS metric_time__year - , subq_18.ds__extract_year AS metric_time__extract_year - , subq_18.ds__extract_quarter AS metric_time__extract_quarter - , subq_18.ds__extract_month AS metric_time__extract_month - , subq_18.ds__extract_day AS metric_time__extract_day - , subq_18.ds__extract_dow AS metric_time__extract_dow - , subq_18.ds__extract_doy AS metric_time__extract_doy - , subq_18.listing - , subq_18.guest - , subq_18.host - , subq_18.booking__listing - , subq_18.booking__guest - , subq_18.booking__host - , subq_18.is_instant - , subq_18.booking__is_instant - , subq_18.bookings - , subq_18.instant_bookings - , subq_18.booking_value - , subq_18.max_booking_value - , subq_18.min_booking_value - , subq_18.bookers - , subq_18.average_booking_value - , subq_18.referred_bookings - , subq_18.median_booking_value - , subq_18.booking_value_p99 - , subq_18.discrete_booking_value_p99 - , subq_18.approximate_continuous_booking_value_p99 - , subq_18.approximate_discrete_booking_value_p99 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -342,86 +342,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_18 - ) subq_19 + ) subq_6 + ) subq_7 WHERE booking__is_instant - ) subq_20 - ) subq_21 + ) subq_8 + ) subq_9 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_23.listing - , subq_23.is_lux_latest + subq_11.listing + , subq_11.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_22.ds__day - , subq_22.ds__week - , subq_22.ds__month - , subq_22.ds__quarter - , subq_22.ds__year - , subq_22.ds__extract_year - , subq_22.ds__extract_quarter - , subq_22.ds__extract_month - , subq_22.ds__extract_day - , subq_22.ds__extract_dow - , subq_22.ds__extract_doy - , subq_22.created_at__day - , subq_22.created_at__week - , subq_22.created_at__month - , subq_22.created_at__quarter - , subq_22.created_at__year - , subq_22.created_at__extract_year - , subq_22.created_at__extract_quarter - , subq_22.created_at__extract_month - , subq_22.created_at__extract_day - , subq_22.created_at__extract_dow - , subq_22.created_at__extract_doy - , subq_22.listing__ds__day - , subq_22.listing__ds__week - , subq_22.listing__ds__month - , subq_22.listing__ds__quarter - , subq_22.listing__ds__year - , subq_22.listing__ds__extract_year - , subq_22.listing__ds__extract_quarter - , subq_22.listing__ds__extract_month - , subq_22.listing__ds__extract_day - , subq_22.listing__ds__extract_dow - , subq_22.listing__ds__extract_doy - , subq_22.listing__created_at__day - , subq_22.listing__created_at__week - , subq_22.listing__created_at__month - , subq_22.listing__created_at__quarter - , subq_22.listing__created_at__year - , subq_22.listing__created_at__extract_year - , subq_22.listing__created_at__extract_quarter - , subq_22.listing__created_at__extract_month - , subq_22.listing__created_at__extract_day - , subq_22.listing__created_at__extract_dow - , subq_22.listing__created_at__extract_doy - , subq_22.ds__day AS metric_time__day - , subq_22.ds__week AS metric_time__week - , subq_22.ds__month AS metric_time__month - , subq_22.ds__quarter AS metric_time__quarter - , subq_22.ds__year AS metric_time__year - , subq_22.ds__extract_year AS metric_time__extract_year - , subq_22.ds__extract_quarter AS metric_time__extract_quarter - , subq_22.ds__extract_month AS metric_time__extract_month - , subq_22.ds__extract_day AS metric_time__extract_day - , subq_22.ds__extract_dow AS metric_time__extract_dow - , subq_22.ds__extract_doy AS metric_time__extract_doy - , subq_22.listing - , subq_22.user - , subq_22.listing__user - , subq_22.country_latest - , subq_22.is_lux_latest - , subq_22.capacity_latest - , subq_22.listing__country_latest - , subq_22.listing__is_lux_latest - , subq_22.listing__capacity_latest - , subq_22.listings - , subq_22.largest_listing - , subq_22.smallest_listing + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.created_at__day + , subq_10.created_at__week + , subq_10.created_at__month + , subq_10.created_at__quarter + , subq_10.created_at__year + , subq_10.created_at__extract_year + , subq_10.created_at__extract_quarter + , subq_10.created_at__extract_month + , subq_10.created_at__extract_day + , subq_10.created_at__extract_dow + , subq_10.created_at__extract_doy + , subq_10.listing__ds__day + , subq_10.listing__ds__week + , subq_10.listing__ds__month + , subq_10.listing__ds__quarter + , subq_10.listing__ds__year + , subq_10.listing__ds__extract_year + , subq_10.listing__ds__extract_quarter + , subq_10.listing__ds__extract_month + , subq_10.listing__ds__extract_day + , subq_10.listing__ds__extract_dow + , subq_10.listing__ds__extract_doy + , subq_10.listing__created_at__day + , subq_10.listing__created_at__week + , subq_10.listing__created_at__month + , subq_10.listing__created_at__quarter + , subq_10.listing__created_at__year + , subq_10.listing__created_at__extract_year + , subq_10.listing__created_at__extract_quarter + , subq_10.listing__created_at__extract_month + , subq_10.listing__created_at__extract_day + , subq_10.listing__created_at__extract_dow + , subq_10.listing__created_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.user + , subq_10.listing__user + , subq_10.country_latest + , subq_10.is_lux_latest + , subq_10.capacity_latest + , subq_10.listing__country_latest + , subq_10.listing__is_lux_latest + , subq_10.listing__capacity_latest + , subq_10.listings + , subq_10.largest_listing + , subq_10.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -482,257 +482,257 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_22 - ) subq_23 - ) subq_24 + ) subq_10 + ) subq_11 + ) subq_12 ON - subq_21.listing = subq_24.listing - ) subq_25 - ) subq_26 + subq_9.listing = subq_12.listing + ) subq_13 + ) subq_14 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_27 - ) subq_28 - ) subq_29 - ) subq_30 + ) subq_15 + ) subq_16 + ) subq_17 + ) subq_18 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_42.bookings + subq_30.bookings FROM ( -- Aggregate Measures SELECT - SUM(subq_41.bookings) AS bookings + SUM(subq_29.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings',] SELECT - subq_40.bookings + subq_28.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_39.booking__is_instant - , subq_39.listing__is_lux_latest - , subq_39.bookings + subq_27.booking__is_instant + , subq_27.listing__is_lux_latest + , subq_27.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_38.booking__is_instant - , subq_38.listing__is_lux_latest - , subq_38.bookings + subq_26.booking__is_instant + , subq_26.listing__is_lux_latest + , subq_26.bookings FROM ( -- Join Standard Outputs SELECT - subq_34.listing AS listing - , subq_34.booking__is_instant AS booking__is_instant - , subq_37.is_lux_latest AS listing__is_lux_latest - , subq_34.bookings AS bookings + subq_22.listing AS listing + , subq_22.booking__is_instant AS booking__is_instant + , subq_25.is_lux_latest AS listing__is_lux_latest + , subq_22.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_33.listing - , subq_33.booking__is_instant - , subq_33.bookings + subq_21.listing + , subq_21.booking__is_instant + , subq_21.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_32.ds__day - , subq_32.ds__week - , subq_32.ds__month - , subq_32.ds__quarter - , subq_32.ds__year - , subq_32.ds__extract_year - , subq_32.ds__extract_quarter - , subq_32.ds__extract_month - , subq_32.ds__extract_day - , subq_32.ds__extract_dow - , subq_32.ds__extract_doy - , subq_32.ds_partitioned__day - , subq_32.ds_partitioned__week - , subq_32.ds_partitioned__month - , subq_32.ds_partitioned__quarter - , subq_32.ds_partitioned__year - , subq_32.ds_partitioned__extract_year - , subq_32.ds_partitioned__extract_quarter - , subq_32.ds_partitioned__extract_month - , subq_32.ds_partitioned__extract_day - , subq_32.ds_partitioned__extract_dow - , subq_32.ds_partitioned__extract_doy - , subq_32.paid_at__day - , subq_32.paid_at__week - , subq_32.paid_at__month - , subq_32.paid_at__quarter - , subq_32.paid_at__year - , subq_32.paid_at__extract_year - , subq_32.paid_at__extract_quarter - , subq_32.paid_at__extract_month - , subq_32.paid_at__extract_day - , subq_32.paid_at__extract_dow - , subq_32.paid_at__extract_doy - , subq_32.booking__ds__day - , subq_32.booking__ds__week - , subq_32.booking__ds__month - , subq_32.booking__ds__quarter - , subq_32.booking__ds__year - , subq_32.booking__ds__extract_year - , subq_32.booking__ds__extract_quarter - , subq_32.booking__ds__extract_month - , subq_32.booking__ds__extract_day - , subq_32.booking__ds__extract_dow - , subq_32.booking__ds__extract_doy - , subq_32.booking__ds_partitioned__day - , subq_32.booking__ds_partitioned__week - , subq_32.booking__ds_partitioned__month - , subq_32.booking__ds_partitioned__quarter - , subq_32.booking__ds_partitioned__year - , subq_32.booking__ds_partitioned__extract_year - , subq_32.booking__ds_partitioned__extract_quarter - , subq_32.booking__ds_partitioned__extract_month - , subq_32.booking__ds_partitioned__extract_day - , subq_32.booking__ds_partitioned__extract_dow - , subq_32.booking__ds_partitioned__extract_doy - , subq_32.booking__paid_at__day - , subq_32.booking__paid_at__week - , subq_32.booking__paid_at__month - , subq_32.booking__paid_at__quarter - , subq_32.booking__paid_at__year - , subq_32.booking__paid_at__extract_year - , subq_32.booking__paid_at__extract_quarter - , subq_32.booking__paid_at__extract_month - , subq_32.booking__paid_at__extract_day - , subq_32.booking__paid_at__extract_dow - , subq_32.booking__paid_at__extract_doy - , subq_32.metric_time__day - , subq_32.metric_time__week - , subq_32.metric_time__month - , subq_32.metric_time__quarter - , subq_32.metric_time__year - , subq_32.metric_time__extract_year - , subq_32.metric_time__extract_quarter - , subq_32.metric_time__extract_month - , subq_32.metric_time__extract_day - , subq_32.metric_time__extract_dow - , subq_32.metric_time__extract_doy - , subq_32.listing - , subq_32.guest - , subq_32.host - , subq_32.booking__listing - , subq_32.booking__guest - , subq_32.booking__host - , subq_32.is_instant - , subq_32.booking__is_instant - , subq_32.bookings - , subq_32.instant_bookings - , subq_32.booking_value - , subq_32.max_booking_value - , subq_32.min_booking_value - , subq_32.bookers - , subq_32.average_booking_value - , subq_32.referred_bookings - , subq_32.median_booking_value - , subq_32.booking_value_p99 - , subq_32.discrete_booking_value_p99 - , subq_32.approximate_continuous_booking_value_p99 - , subq_32.approximate_discrete_booking_value_p99 + subq_20.ds__day + , subq_20.ds__week + , subq_20.ds__month + , subq_20.ds__quarter + , subq_20.ds__year + , subq_20.ds__extract_year + , subq_20.ds__extract_quarter + , subq_20.ds__extract_month + , subq_20.ds__extract_day + , subq_20.ds__extract_dow + , subq_20.ds__extract_doy + , subq_20.ds_partitioned__day + , subq_20.ds_partitioned__week + , subq_20.ds_partitioned__month + , subq_20.ds_partitioned__quarter + , subq_20.ds_partitioned__year + , subq_20.ds_partitioned__extract_year + , subq_20.ds_partitioned__extract_quarter + , subq_20.ds_partitioned__extract_month + , subq_20.ds_partitioned__extract_day + , subq_20.ds_partitioned__extract_dow + , subq_20.ds_partitioned__extract_doy + , subq_20.paid_at__day + , subq_20.paid_at__week + , subq_20.paid_at__month + , subq_20.paid_at__quarter + , subq_20.paid_at__year + , subq_20.paid_at__extract_year + , subq_20.paid_at__extract_quarter + , subq_20.paid_at__extract_month + , subq_20.paid_at__extract_day + , subq_20.paid_at__extract_dow + , subq_20.paid_at__extract_doy + , subq_20.booking__ds__day + , subq_20.booking__ds__week + , subq_20.booking__ds__month + , subq_20.booking__ds__quarter + , subq_20.booking__ds__year + , subq_20.booking__ds__extract_year + , subq_20.booking__ds__extract_quarter + , subq_20.booking__ds__extract_month + , subq_20.booking__ds__extract_day + , subq_20.booking__ds__extract_dow + , subq_20.booking__ds__extract_doy + , subq_20.booking__ds_partitioned__day + , subq_20.booking__ds_partitioned__week + , subq_20.booking__ds_partitioned__month + , subq_20.booking__ds_partitioned__quarter + , subq_20.booking__ds_partitioned__year + , subq_20.booking__ds_partitioned__extract_year + , subq_20.booking__ds_partitioned__extract_quarter + , subq_20.booking__ds_partitioned__extract_month + , subq_20.booking__ds_partitioned__extract_day + , subq_20.booking__ds_partitioned__extract_dow + , subq_20.booking__ds_partitioned__extract_doy + , subq_20.booking__paid_at__day + , subq_20.booking__paid_at__week + , subq_20.booking__paid_at__month + , subq_20.booking__paid_at__quarter + , subq_20.booking__paid_at__year + , subq_20.booking__paid_at__extract_year + , subq_20.booking__paid_at__extract_quarter + , subq_20.booking__paid_at__extract_month + , subq_20.booking__paid_at__extract_day + , subq_20.booking__paid_at__extract_dow + , subq_20.booking__paid_at__extract_doy + , subq_20.metric_time__day + , subq_20.metric_time__week + , subq_20.metric_time__month + , subq_20.metric_time__quarter + , subq_20.metric_time__year + , subq_20.metric_time__extract_year + , subq_20.metric_time__extract_quarter + , subq_20.metric_time__extract_month + , subq_20.metric_time__extract_day + , subq_20.metric_time__extract_dow + , subq_20.metric_time__extract_doy + , subq_20.listing + , subq_20.guest + , subq_20.host + , subq_20.booking__listing + , subq_20.booking__guest + , subq_20.booking__host + , subq_20.is_instant + , subq_20.booking__is_instant + , subq_20.bookings + , subq_20.instant_bookings + , subq_20.booking_value + , subq_20.max_booking_value + , subq_20.min_booking_value + , subq_20.bookers + , subq_20.average_booking_value + , subq_20.referred_bookings + , subq_20.median_booking_value + , subq_20.booking_value_p99 + , subq_20.discrete_booking_value_p99 + , subq_20.approximate_continuous_booking_value_p99 + , subq_20.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_31.ds__day - , subq_31.ds__week - , subq_31.ds__month - , subq_31.ds__quarter - , subq_31.ds__year - , subq_31.ds__extract_year - , subq_31.ds__extract_quarter - , subq_31.ds__extract_month - , subq_31.ds__extract_day - , subq_31.ds__extract_dow - , subq_31.ds__extract_doy - , subq_31.ds_partitioned__day - , subq_31.ds_partitioned__week - , subq_31.ds_partitioned__month - , subq_31.ds_partitioned__quarter - , subq_31.ds_partitioned__year - , subq_31.ds_partitioned__extract_year - , subq_31.ds_partitioned__extract_quarter - , subq_31.ds_partitioned__extract_month - , subq_31.ds_partitioned__extract_day - , subq_31.ds_partitioned__extract_dow - , subq_31.ds_partitioned__extract_doy - , subq_31.paid_at__day - , subq_31.paid_at__week - , subq_31.paid_at__month - , subq_31.paid_at__quarter - , subq_31.paid_at__year - , subq_31.paid_at__extract_year - , subq_31.paid_at__extract_quarter - , subq_31.paid_at__extract_month - , subq_31.paid_at__extract_day - , subq_31.paid_at__extract_dow - , subq_31.paid_at__extract_doy - , subq_31.booking__ds__day - , subq_31.booking__ds__week - , subq_31.booking__ds__month - , subq_31.booking__ds__quarter - , subq_31.booking__ds__year - , subq_31.booking__ds__extract_year - , subq_31.booking__ds__extract_quarter - , subq_31.booking__ds__extract_month - , subq_31.booking__ds__extract_day - , subq_31.booking__ds__extract_dow - , subq_31.booking__ds__extract_doy - , subq_31.booking__ds_partitioned__day - , subq_31.booking__ds_partitioned__week - , subq_31.booking__ds_partitioned__month - , subq_31.booking__ds_partitioned__quarter - , subq_31.booking__ds_partitioned__year - , subq_31.booking__ds_partitioned__extract_year - , subq_31.booking__ds_partitioned__extract_quarter - , subq_31.booking__ds_partitioned__extract_month - , subq_31.booking__ds_partitioned__extract_day - , subq_31.booking__ds_partitioned__extract_dow - , subq_31.booking__ds_partitioned__extract_doy - , subq_31.booking__paid_at__day - , subq_31.booking__paid_at__week - , subq_31.booking__paid_at__month - , subq_31.booking__paid_at__quarter - , subq_31.booking__paid_at__year - , subq_31.booking__paid_at__extract_year - , subq_31.booking__paid_at__extract_quarter - , subq_31.booking__paid_at__extract_month - , subq_31.booking__paid_at__extract_day - , subq_31.booking__paid_at__extract_dow - , subq_31.booking__paid_at__extract_doy - , subq_31.ds__day AS metric_time__day - , subq_31.ds__week AS metric_time__week - , subq_31.ds__month AS metric_time__month - , subq_31.ds__quarter AS metric_time__quarter - , subq_31.ds__year AS metric_time__year - , subq_31.ds__extract_year AS metric_time__extract_year - , subq_31.ds__extract_quarter AS metric_time__extract_quarter - , subq_31.ds__extract_month AS metric_time__extract_month - , subq_31.ds__extract_day AS metric_time__extract_day - , subq_31.ds__extract_dow AS metric_time__extract_dow - , subq_31.ds__extract_doy AS metric_time__extract_doy - , subq_31.listing - , subq_31.guest - , subq_31.host - , subq_31.booking__listing - , subq_31.booking__guest - , subq_31.booking__host - , subq_31.is_instant - , subq_31.booking__is_instant - , subq_31.bookings - , subq_31.instant_bookings - , subq_31.booking_value - , subq_31.max_booking_value - , subq_31.min_booking_value - , subq_31.bookers - , subq_31.average_booking_value - , subq_31.referred_bookings - , subq_31.median_booking_value - , subq_31.booking_value_p99 - , subq_31.discrete_booking_value_p99 - , subq_31.approximate_continuous_booking_value_p99 - , subq_31.approximate_discrete_booking_value_p99 + subq_19.ds__day + , subq_19.ds__week + , subq_19.ds__month + , subq_19.ds__quarter + , subq_19.ds__year + , subq_19.ds__extract_year + , subq_19.ds__extract_quarter + , subq_19.ds__extract_month + , subq_19.ds__extract_day + , subq_19.ds__extract_dow + , subq_19.ds__extract_doy + , subq_19.ds_partitioned__day + , subq_19.ds_partitioned__week + , subq_19.ds_partitioned__month + , subq_19.ds_partitioned__quarter + , subq_19.ds_partitioned__year + , subq_19.ds_partitioned__extract_year + , subq_19.ds_partitioned__extract_quarter + , subq_19.ds_partitioned__extract_month + , subq_19.ds_partitioned__extract_day + , subq_19.ds_partitioned__extract_dow + , subq_19.ds_partitioned__extract_doy + , subq_19.paid_at__day + , subq_19.paid_at__week + , subq_19.paid_at__month + , subq_19.paid_at__quarter + , subq_19.paid_at__year + , subq_19.paid_at__extract_year + , subq_19.paid_at__extract_quarter + , subq_19.paid_at__extract_month + , subq_19.paid_at__extract_day + , subq_19.paid_at__extract_dow + , subq_19.paid_at__extract_doy + , subq_19.booking__ds__day + , subq_19.booking__ds__week + , subq_19.booking__ds__month + , subq_19.booking__ds__quarter + , subq_19.booking__ds__year + , subq_19.booking__ds__extract_year + , subq_19.booking__ds__extract_quarter + , subq_19.booking__ds__extract_month + , subq_19.booking__ds__extract_day + , subq_19.booking__ds__extract_dow + , subq_19.booking__ds__extract_doy + , subq_19.booking__ds_partitioned__day + , subq_19.booking__ds_partitioned__week + , subq_19.booking__ds_partitioned__month + , subq_19.booking__ds_partitioned__quarter + , subq_19.booking__ds_partitioned__year + , subq_19.booking__ds_partitioned__extract_year + , subq_19.booking__ds_partitioned__extract_quarter + , subq_19.booking__ds_partitioned__extract_month + , subq_19.booking__ds_partitioned__extract_day + , subq_19.booking__ds_partitioned__extract_dow + , subq_19.booking__ds_partitioned__extract_doy + , subq_19.booking__paid_at__day + , subq_19.booking__paid_at__week + , subq_19.booking__paid_at__month + , subq_19.booking__paid_at__quarter + , subq_19.booking__paid_at__year + , subq_19.booking__paid_at__extract_year + , subq_19.booking__paid_at__extract_quarter + , subq_19.booking__paid_at__extract_month + , subq_19.booking__paid_at__extract_day + , subq_19.booking__paid_at__extract_dow + , subq_19.booking__paid_at__extract_doy + , subq_19.ds__day AS metric_time__day + , subq_19.ds__week AS metric_time__week + , subq_19.ds__month AS metric_time__month + , subq_19.ds__quarter AS metric_time__quarter + , subq_19.ds__year AS metric_time__year + , subq_19.ds__extract_year AS metric_time__extract_year + , subq_19.ds__extract_quarter AS metric_time__extract_quarter + , subq_19.ds__extract_month AS metric_time__extract_month + , subq_19.ds__extract_day AS metric_time__extract_day + , subq_19.ds__extract_dow AS metric_time__extract_dow + , subq_19.ds__extract_doy AS metric_time__extract_doy + , subq_19.listing + , subq_19.guest + , subq_19.host + , subq_19.booking__listing + , subq_19.booking__guest + , subq_19.booking__host + , subq_19.is_instant + , subq_19.booking__is_instant + , subq_19.bookings + , subq_19.instant_bookings + , subq_19.booking_value + , subq_19.max_booking_value + , subq_19.min_booking_value + , subq_19.bookers + , subq_19.average_booking_value + , subq_19.referred_bookings + , subq_19.median_booking_value + , subq_19.booking_value_p99 + , subq_19.discrete_booking_value_p99 + , subq_19.approximate_continuous_booking_value_p99 + , subq_19.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -825,86 +825,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_31 - ) subq_32 + ) subq_19 + ) subq_20 WHERE booking__is_instant - ) subq_33 - ) subq_34 + ) subq_21 + ) subq_22 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_36.listing - , subq_36.is_lux_latest + subq_24.listing + , subq_24.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_35.ds__day - , subq_35.ds__week - , subq_35.ds__month - , subq_35.ds__quarter - , subq_35.ds__year - , subq_35.ds__extract_year - , subq_35.ds__extract_quarter - , subq_35.ds__extract_month - , subq_35.ds__extract_day - , subq_35.ds__extract_dow - , subq_35.ds__extract_doy - , subq_35.created_at__day - , subq_35.created_at__week - , subq_35.created_at__month - , subq_35.created_at__quarter - , subq_35.created_at__year - , subq_35.created_at__extract_year - , subq_35.created_at__extract_quarter - , subq_35.created_at__extract_month - , subq_35.created_at__extract_day - , subq_35.created_at__extract_dow - , subq_35.created_at__extract_doy - , subq_35.listing__ds__day - , subq_35.listing__ds__week - , subq_35.listing__ds__month - , subq_35.listing__ds__quarter - , subq_35.listing__ds__year - , subq_35.listing__ds__extract_year - , subq_35.listing__ds__extract_quarter - , subq_35.listing__ds__extract_month - , subq_35.listing__ds__extract_day - , subq_35.listing__ds__extract_dow - , subq_35.listing__ds__extract_doy - , subq_35.listing__created_at__day - , subq_35.listing__created_at__week - , subq_35.listing__created_at__month - , subq_35.listing__created_at__quarter - , subq_35.listing__created_at__year - , subq_35.listing__created_at__extract_year - , subq_35.listing__created_at__extract_quarter - , subq_35.listing__created_at__extract_month - , subq_35.listing__created_at__extract_day - , subq_35.listing__created_at__extract_dow - , subq_35.listing__created_at__extract_doy - , subq_35.ds__day AS metric_time__day - , subq_35.ds__week AS metric_time__week - , subq_35.ds__month AS metric_time__month - , subq_35.ds__quarter AS metric_time__quarter - , subq_35.ds__year AS metric_time__year - , subq_35.ds__extract_year AS metric_time__extract_year - , subq_35.ds__extract_quarter AS metric_time__extract_quarter - , subq_35.ds__extract_month AS metric_time__extract_month - , subq_35.ds__extract_day AS metric_time__extract_day - , subq_35.ds__extract_dow AS metric_time__extract_dow - , subq_35.ds__extract_doy AS metric_time__extract_doy - , subq_35.listing - , subq_35.user - , subq_35.listing__user - , subq_35.country_latest - , subq_35.is_lux_latest - , subq_35.capacity_latest - , subq_35.listing__country_latest - , subq_35.listing__is_lux_latest - , subq_35.listing__capacity_latest - , subq_35.listings - , subq_35.largest_listing - , subq_35.smallest_listing + subq_23.ds__day + , subq_23.ds__week + , subq_23.ds__month + , subq_23.ds__quarter + , subq_23.ds__year + , subq_23.ds__extract_year + , subq_23.ds__extract_quarter + , subq_23.ds__extract_month + , subq_23.ds__extract_day + , subq_23.ds__extract_dow + , subq_23.ds__extract_doy + , subq_23.created_at__day + , subq_23.created_at__week + , subq_23.created_at__month + , subq_23.created_at__quarter + , subq_23.created_at__year + , subq_23.created_at__extract_year + , subq_23.created_at__extract_quarter + , subq_23.created_at__extract_month + , subq_23.created_at__extract_day + , subq_23.created_at__extract_dow + , subq_23.created_at__extract_doy + , subq_23.listing__ds__day + , subq_23.listing__ds__week + , subq_23.listing__ds__month + , subq_23.listing__ds__quarter + , subq_23.listing__ds__year + , subq_23.listing__ds__extract_year + , subq_23.listing__ds__extract_quarter + , subq_23.listing__ds__extract_month + , subq_23.listing__ds__extract_day + , subq_23.listing__ds__extract_dow + , subq_23.listing__ds__extract_doy + , subq_23.listing__created_at__day + , subq_23.listing__created_at__week + , subq_23.listing__created_at__month + , subq_23.listing__created_at__quarter + , subq_23.listing__created_at__year + , subq_23.listing__created_at__extract_year + , subq_23.listing__created_at__extract_quarter + , subq_23.listing__created_at__extract_month + , subq_23.listing__created_at__extract_day + , subq_23.listing__created_at__extract_dow + , subq_23.listing__created_at__extract_doy + , subq_23.ds__day AS metric_time__day + , subq_23.ds__week AS metric_time__week + , subq_23.ds__month AS metric_time__month + , subq_23.ds__quarter AS metric_time__quarter + , subq_23.ds__year AS metric_time__year + , subq_23.ds__extract_year AS metric_time__extract_year + , subq_23.ds__extract_quarter AS metric_time__extract_quarter + , subq_23.ds__extract_month AS metric_time__extract_month + , subq_23.ds__extract_day AS metric_time__extract_day + , subq_23.ds__extract_dow AS metric_time__extract_dow + , subq_23.ds__extract_doy AS metric_time__extract_doy + , subq_23.listing + , subq_23.user + , subq_23.listing__user + , subq_23.country_latest + , subq_23.is_lux_latest + , subq_23.capacity_latest + , subq_23.listing__country_latest + , subq_23.listing__is_lux_latest + , subq_23.listing__capacity_latest + , subq_23.listings + , subq_23.largest_listing + , subq_23.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -965,242 +965,242 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_35 - ) subq_36 - ) subq_37 + ) subq_23 + ) subq_24 + ) subq_25 ON - subq_34.listing = subq_37.listing - ) subq_38 - ) subq_39 + subq_22.listing = subq_25.listing + ) subq_26 + ) subq_27 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_40 - ) subq_41 - ) subq_42 - ) subq_43 + ) subq_28 + ) subq_29 + ) subq_30 + ) subq_31 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_50.booking_value + subq_38.booking_value FROM ( -- Aggregate Measures SELECT - SUM(subq_49.booking_value) AS booking_value + SUM(subq_37.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value',] SELECT - subq_48.booking_value + subq_36.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_47.booking__is_instant - , subq_47.booking_value + subq_35.booking__is_instant + , subq_35.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - subq_46.booking__is_instant - , subq_46.booking_value + subq_34.booking__is_instant + , subq_34.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_45.ds__day - , subq_45.ds__week - , subq_45.ds__month - , subq_45.ds__quarter - , subq_45.ds__year - , subq_45.ds__extract_year - , subq_45.ds__extract_quarter - , subq_45.ds__extract_month - , subq_45.ds__extract_day - , subq_45.ds__extract_dow - , subq_45.ds__extract_doy - , subq_45.ds_partitioned__day - , subq_45.ds_partitioned__week - , subq_45.ds_partitioned__month - , subq_45.ds_partitioned__quarter - , subq_45.ds_partitioned__year - , subq_45.ds_partitioned__extract_year - , subq_45.ds_partitioned__extract_quarter - , subq_45.ds_partitioned__extract_month - , subq_45.ds_partitioned__extract_day - , subq_45.ds_partitioned__extract_dow - , subq_45.ds_partitioned__extract_doy - , subq_45.paid_at__day - , subq_45.paid_at__week - , subq_45.paid_at__month - , subq_45.paid_at__quarter - , subq_45.paid_at__year - , subq_45.paid_at__extract_year - , subq_45.paid_at__extract_quarter - , subq_45.paid_at__extract_month - , subq_45.paid_at__extract_day - , subq_45.paid_at__extract_dow - , subq_45.paid_at__extract_doy - , subq_45.booking__ds__day - , subq_45.booking__ds__week - , subq_45.booking__ds__month - , subq_45.booking__ds__quarter - , subq_45.booking__ds__year - , subq_45.booking__ds__extract_year - , subq_45.booking__ds__extract_quarter - , subq_45.booking__ds__extract_month - , subq_45.booking__ds__extract_day - , subq_45.booking__ds__extract_dow - , subq_45.booking__ds__extract_doy - , subq_45.booking__ds_partitioned__day - , subq_45.booking__ds_partitioned__week - , subq_45.booking__ds_partitioned__month - , subq_45.booking__ds_partitioned__quarter - , subq_45.booking__ds_partitioned__year - , subq_45.booking__ds_partitioned__extract_year - , subq_45.booking__ds_partitioned__extract_quarter - , subq_45.booking__ds_partitioned__extract_month - , subq_45.booking__ds_partitioned__extract_day - , subq_45.booking__ds_partitioned__extract_dow - , subq_45.booking__ds_partitioned__extract_doy - , subq_45.booking__paid_at__day - , subq_45.booking__paid_at__week - , subq_45.booking__paid_at__month - , subq_45.booking__paid_at__quarter - , subq_45.booking__paid_at__year - , subq_45.booking__paid_at__extract_year - , subq_45.booking__paid_at__extract_quarter - , subq_45.booking__paid_at__extract_month - , subq_45.booking__paid_at__extract_day - , subq_45.booking__paid_at__extract_dow - , subq_45.booking__paid_at__extract_doy - , subq_45.metric_time__day - , subq_45.metric_time__week - , subq_45.metric_time__month - , subq_45.metric_time__quarter - , subq_45.metric_time__year - , subq_45.metric_time__extract_year - , subq_45.metric_time__extract_quarter - , subq_45.metric_time__extract_month - , subq_45.metric_time__extract_day - , subq_45.metric_time__extract_dow - , subq_45.metric_time__extract_doy - , subq_45.listing - , subq_45.guest - , subq_45.host - , subq_45.booking__listing - , subq_45.booking__guest - , subq_45.booking__host - , subq_45.is_instant - , subq_45.booking__is_instant - , subq_45.bookings - , subq_45.instant_bookings - , subq_45.booking_value - , subq_45.max_booking_value - , subq_45.min_booking_value - , subq_45.bookers - , subq_45.average_booking_value - , subq_45.referred_bookings - , subq_45.median_booking_value - , subq_45.booking_value_p99 - , subq_45.discrete_booking_value_p99 - , subq_45.approximate_continuous_booking_value_p99 - , subq_45.approximate_discrete_booking_value_p99 + subq_33.ds__day + , subq_33.ds__week + , subq_33.ds__month + , subq_33.ds__quarter + , subq_33.ds__year + , subq_33.ds__extract_year + , subq_33.ds__extract_quarter + , subq_33.ds__extract_month + , subq_33.ds__extract_day + , subq_33.ds__extract_dow + , subq_33.ds__extract_doy + , subq_33.ds_partitioned__day + , subq_33.ds_partitioned__week + , subq_33.ds_partitioned__month + , subq_33.ds_partitioned__quarter + , subq_33.ds_partitioned__year + , subq_33.ds_partitioned__extract_year + , subq_33.ds_partitioned__extract_quarter + , subq_33.ds_partitioned__extract_month + , subq_33.ds_partitioned__extract_day + , subq_33.ds_partitioned__extract_dow + , subq_33.ds_partitioned__extract_doy + , subq_33.paid_at__day + , subq_33.paid_at__week + , subq_33.paid_at__month + , subq_33.paid_at__quarter + , subq_33.paid_at__year + , subq_33.paid_at__extract_year + , subq_33.paid_at__extract_quarter + , subq_33.paid_at__extract_month + , subq_33.paid_at__extract_day + , subq_33.paid_at__extract_dow + , subq_33.paid_at__extract_doy + , subq_33.booking__ds__day + , subq_33.booking__ds__week + , subq_33.booking__ds__month + , subq_33.booking__ds__quarter + , subq_33.booking__ds__year + , subq_33.booking__ds__extract_year + , subq_33.booking__ds__extract_quarter + , subq_33.booking__ds__extract_month + , subq_33.booking__ds__extract_day + , subq_33.booking__ds__extract_dow + , subq_33.booking__ds__extract_doy + , subq_33.booking__ds_partitioned__day + , subq_33.booking__ds_partitioned__week + , subq_33.booking__ds_partitioned__month + , subq_33.booking__ds_partitioned__quarter + , subq_33.booking__ds_partitioned__year + , subq_33.booking__ds_partitioned__extract_year + , subq_33.booking__ds_partitioned__extract_quarter + , subq_33.booking__ds_partitioned__extract_month + , subq_33.booking__ds_partitioned__extract_day + , subq_33.booking__ds_partitioned__extract_dow + , subq_33.booking__ds_partitioned__extract_doy + , subq_33.booking__paid_at__day + , subq_33.booking__paid_at__week + , subq_33.booking__paid_at__month + , subq_33.booking__paid_at__quarter + , subq_33.booking__paid_at__year + , subq_33.booking__paid_at__extract_year + , subq_33.booking__paid_at__extract_quarter + , subq_33.booking__paid_at__extract_month + , subq_33.booking__paid_at__extract_day + , subq_33.booking__paid_at__extract_dow + , subq_33.booking__paid_at__extract_doy + , subq_33.metric_time__day + , subq_33.metric_time__week + , subq_33.metric_time__month + , subq_33.metric_time__quarter + , subq_33.metric_time__year + , subq_33.metric_time__extract_year + , subq_33.metric_time__extract_quarter + , subq_33.metric_time__extract_month + , subq_33.metric_time__extract_day + , subq_33.metric_time__extract_dow + , subq_33.metric_time__extract_doy + , subq_33.listing + , subq_33.guest + , subq_33.host + , subq_33.booking__listing + , subq_33.booking__guest + , subq_33.booking__host + , subq_33.is_instant + , subq_33.booking__is_instant + , subq_33.bookings + , subq_33.instant_bookings + , subq_33.booking_value + , subq_33.max_booking_value + , subq_33.min_booking_value + , subq_33.bookers + , subq_33.average_booking_value + , subq_33.referred_bookings + , subq_33.median_booking_value + , subq_33.booking_value_p99 + , subq_33.discrete_booking_value_p99 + , subq_33.approximate_continuous_booking_value_p99 + , subq_33.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_44.ds__day - , subq_44.ds__week - , subq_44.ds__month - , subq_44.ds__quarter - , subq_44.ds__year - , subq_44.ds__extract_year - , subq_44.ds__extract_quarter - , subq_44.ds__extract_month - , subq_44.ds__extract_day - , subq_44.ds__extract_dow - , subq_44.ds__extract_doy - , subq_44.ds_partitioned__day - , subq_44.ds_partitioned__week - , subq_44.ds_partitioned__month - , subq_44.ds_partitioned__quarter - , subq_44.ds_partitioned__year - , subq_44.ds_partitioned__extract_year - , subq_44.ds_partitioned__extract_quarter - , subq_44.ds_partitioned__extract_month - , subq_44.ds_partitioned__extract_day - , subq_44.ds_partitioned__extract_dow - , subq_44.ds_partitioned__extract_doy - , subq_44.paid_at__day - , subq_44.paid_at__week - , subq_44.paid_at__month - , subq_44.paid_at__quarter - , subq_44.paid_at__year - , subq_44.paid_at__extract_year - , subq_44.paid_at__extract_quarter - , subq_44.paid_at__extract_month - , subq_44.paid_at__extract_day - , subq_44.paid_at__extract_dow - , subq_44.paid_at__extract_doy - , subq_44.booking__ds__day - , subq_44.booking__ds__week - , subq_44.booking__ds__month - , subq_44.booking__ds__quarter - , subq_44.booking__ds__year - , subq_44.booking__ds__extract_year - , subq_44.booking__ds__extract_quarter - , subq_44.booking__ds__extract_month - , subq_44.booking__ds__extract_day - , subq_44.booking__ds__extract_dow - , subq_44.booking__ds__extract_doy - , subq_44.booking__ds_partitioned__day - , subq_44.booking__ds_partitioned__week - , subq_44.booking__ds_partitioned__month - , subq_44.booking__ds_partitioned__quarter - , subq_44.booking__ds_partitioned__year - , subq_44.booking__ds_partitioned__extract_year - , subq_44.booking__ds_partitioned__extract_quarter - , subq_44.booking__ds_partitioned__extract_month - , subq_44.booking__ds_partitioned__extract_day - , subq_44.booking__ds_partitioned__extract_dow - , subq_44.booking__ds_partitioned__extract_doy - , subq_44.booking__paid_at__day - , subq_44.booking__paid_at__week - , subq_44.booking__paid_at__month - , subq_44.booking__paid_at__quarter - , subq_44.booking__paid_at__year - , subq_44.booking__paid_at__extract_year - , subq_44.booking__paid_at__extract_quarter - , subq_44.booking__paid_at__extract_month - , subq_44.booking__paid_at__extract_day - , subq_44.booking__paid_at__extract_dow - , subq_44.booking__paid_at__extract_doy - , subq_44.ds__day AS metric_time__day - , subq_44.ds__week AS metric_time__week - , subq_44.ds__month AS metric_time__month - , subq_44.ds__quarter AS metric_time__quarter - , subq_44.ds__year AS metric_time__year - , subq_44.ds__extract_year AS metric_time__extract_year - , subq_44.ds__extract_quarter AS metric_time__extract_quarter - , subq_44.ds__extract_month AS metric_time__extract_month - , subq_44.ds__extract_day AS metric_time__extract_day - , subq_44.ds__extract_dow AS metric_time__extract_dow - , subq_44.ds__extract_doy AS metric_time__extract_doy - , subq_44.listing - , subq_44.guest - , subq_44.host - , subq_44.booking__listing - , subq_44.booking__guest - , subq_44.booking__host - , subq_44.is_instant - , subq_44.booking__is_instant - , subq_44.bookings - , subq_44.instant_bookings - , subq_44.booking_value - , subq_44.max_booking_value - , subq_44.min_booking_value - , subq_44.bookers - , subq_44.average_booking_value - , subq_44.referred_bookings - , subq_44.median_booking_value - , subq_44.booking_value_p99 - , subq_44.discrete_booking_value_p99 - , subq_44.approximate_continuous_booking_value_p99 - , subq_44.approximate_discrete_booking_value_p99 + subq_32.ds__day + , subq_32.ds__week + , subq_32.ds__month + , subq_32.ds__quarter + , subq_32.ds__year + , subq_32.ds__extract_year + , subq_32.ds__extract_quarter + , subq_32.ds__extract_month + , subq_32.ds__extract_day + , subq_32.ds__extract_dow + , subq_32.ds__extract_doy + , subq_32.ds_partitioned__day + , subq_32.ds_partitioned__week + , subq_32.ds_partitioned__month + , subq_32.ds_partitioned__quarter + , subq_32.ds_partitioned__year + , subq_32.ds_partitioned__extract_year + , subq_32.ds_partitioned__extract_quarter + , subq_32.ds_partitioned__extract_month + , subq_32.ds_partitioned__extract_day + , subq_32.ds_partitioned__extract_dow + , subq_32.ds_partitioned__extract_doy + , subq_32.paid_at__day + , subq_32.paid_at__week + , subq_32.paid_at__month + , subq_32.paid_at__quarter + , subq_32.paid_at__year + , subq_32.paid_at__extract_year + , subq_32.paid_at__extract_quarter + , subq_32.paid_at__extract_month + , subq_32.paid_at__extract_day + , subq_32.paid_at__extract_dow + , subq_32.paid_at__extract_doy + , subq_32.booking__ds__day + , subq_32.booking__ds__week + , subq_32.booking__ds__month + , subq_32.booking__ds__quarter + , subq_32.booking__ds__year + , subq_32.booking__ds__extract_year + , subq_32.booking__ds__extract_quarter + , subq_32.booking__ds__extract_month + , subq_32.booking__ds__extract_day + , subq_32.booking__ds__extract_dow + , subq_32.booking__ds__extract_doy + , subq_32.booking__ds_partitioned__day + , subq_32.booking__ds_partitioned__week + , subq_32.booking__ds_partitioned__month + , subq_32.booking__ds_partitioned__quarter + , subq_32.booking__ds_partitioned__year + , subq_32.booking__ds_partitioned__extract_year + , subq_32.booking__ds_partitioned__extract_quarter + , subq_32.booking__ds_partitioned__extract_month + , subq_32.booking__ds_partitioned__extract_day + , subq_32.booking__ds_partitioned__extract_dow + , subq_32.booking__ds_partitioned__extract_doy + , subq_32.booking__paid_at__day + , subq_32.booking__paid_at__week + , subq_32.booking__paid_at__month + , subq_32.booking__paid_at__quarter + , subq_32.booking__paid_at__year + , subq_32.booking__paid_at__extract_year + , subq_32.booking__paid_at__extract_quarter + , subq_32.booking__paid_at__extract_month + , subq_32.booking__paid_at__extract_day + , subq_32.booking__paid_at__extract_dow + , subq_32.booking__paid_at__extract_doy + , subq_32.ds__day AS metric_time__day + , subq_32.ds__week AS metric_time__week + , subq_32.ds__month AS metric_time__month + , subq_32.ds__quarter AS metric_time__quarter + , subq_32.ds__year AS metric_time__year + , subq_32.ds__extract_year AS metric_time__extract_year + , subq_32.ds__extract_quarter AS metric_time__extract_quarter + , subq_32.ds__extract_month AS metric_time__extract_month + , subq_32.ds__extract_day AS metric_time__extract_day + , subq_32.ds__extract_dow AS metric_time__extract_dow + , subq_32.ds__extract_doy AS metric_time__extract_doy + , subq_32.listing + , subq_32.guest + , subq_32.host + , subq_32.booking__listing + , subq_32.booking__guest + , subq_32.booking__host + , subq_32.is_instant + , subq_32.booking__is_instant + , subq_32.bookings + , subq_32.instant_bookings + , subq_32.booking_value + , subq_32.max_booking_value + , subq_32.min_booking_value + , subq_32.bookers + , subq_32.average_booking_value + , subq_32.referred_bookings + , subq_32.median_booking_value + , subq_32.booking_value_p99 + , subq_32.discrete_booking_value_p99 + , subq_32.approximate_continuous_booking_value_p99 + , subq_32.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -1293,15 +1293,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_44 - ) subq_45 + ) subq_32 + ) subq_33 WHERE booking__is_instant - ) subq_46 - ) subq_47 + ) subq_34 + ) subq_35 WHERE booking__is_instant - ) subq_48 - ) subq_49 - ) subq_50 - ) subq_51 - ) subq_52 -) subq_53 + ) subq_36 + ) subq_37 + ) subq_38 + ) subq_39 + ) subq_40 +) subq_41 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_nested_filters__plan0_optimized.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_nested_filters__plan0_optimized.sql index a0fdc735bd..60a09b752b 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_nested_filters__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_nested_filters__plan0_optimized.sql @@ -8,9 +8,9 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_66.average_booking_value) AS average_booking_value - , MAX(subq_79.bookings) AS bookings - , MAX(subq_87.booking_value) AS booking_value + MAX(subq_54.average_booking_value) AS average_booking_value + , MAX(subq_67.bookings) AS bookings + , MAX(subq_75.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value',] @@ -22,9 +22,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_57.booking__is_instant AS booking__is_instant + subq_45.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_57.average_booking_value AS average_booking_value + , subq_45.average_booking_value AS average_booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] @@ -40,16 +40,16 @@ FROM ( , is_instant AS booking__is_instant , booking_value AS average_booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_55 + ) subq_43 WHERE booking__is_instant - ) subq_57 + ) subq_45 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_57.listing = listings_latest_src_28000.listing_id - ) subq_62 + subq_45.listing = listings_latest_src_28000.listing_id + ) subq_50 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_66 + ) subq_54 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings',] @@ -61,9 +61,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_70.booking__is_instant AS booking__is_instant + subq_58.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_70.bookings AS bookings + , subq_58.bookings AS bookings FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] @@ -79,16 +79,16 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_68 + ) subq_56 WHERE booking__is_instant - ) subq_70 + ) subq_58 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_70.listing = listings_latest_src_28000.listing_id - ) subq_75 + subq_58.listing = listings_latest_src_28000.listing_id + ) subq_63 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_79 + ) subq_67 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value',] @@ -109,10 +109,10 @@ FROM ( is_instant AS booking__is_instant , booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_81 + ) subq_69 WHERE booking__is_instant - ) subq_83 + ) subq_71 WHERE booking__is_instant - ) subq_87 - ) subq_88 -) subq_89 + ) subq_75 + ) subq_76 +) subq_77 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_nested_filters__plan0.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_nested_filters__plan0.sql index 3b1d93b7d3..c6a4999e10 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_nested_filters__plan0.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_nested_filters__plan0.sql @@ -8,248 +8,248 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_30.average_booking_value) AS average_booking_value - , MAX(subq_43.bookings) AS bookings - , MAX(subq_51.booking_value) AS booking_value + MAX(subq_18.average_booking_value) AS average_booking_value + , MAX(subq_31.bookings) AS bookings + , MAX(subq_39.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_29.average_booking_value + subq_17.average_booking_value FROM ( -- Aggregate Measures SELECT - AVG(subq_28.average_booking_value) AS average_booking_value + AVG(subq_16.average_booking_value) AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value',] SELECT - subq_27.average_booking_value + subq_15.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_26.booking__is_instant - , subq_26.listing__is_lux_latest - , subq_26.average_booking_value + subq_14.booking__is_instant + , subq_14.listing__is_lux_latest + , subq_14.average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_25.booking__is_instant - , subq_25.listing__is_lux_latest - , subq_25.average_booking_value + subq_13.booking__is_instant + , subq_13.listing__is_lux_latest + , subq_13.average_booking_value FROM ( -- Join Standard Outputs SELECT - subq_21.listing AS listing - , subq_21.booking__is_instant AS booking__is_instant - , subq_24.is_lux_latest AS listing__is_lux_latest - , subq_21.average_booking_value AS average_booking_value + subq_9.listing AS listing + , subq_9.booking__is_instant AS booking__is_instant + , subq_12.is_lux_latest AS listing__is_lux_latest + , subq_9.average_booking_value AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] SELECT - subq_20.listing - , subq_20.booking__is_instant - , subq_20.average_booking_value + subq_8.listing + , subq_8.booking__is_instant + , subq_8.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_19.ds__day - , subq_19.ds__week - , subq_19.ds__month - , subq_19.ds__quarter - , subq_19.ds__year - , subq_19.ds__extract_year - , subq_19.ds__extract_quarter - , subq_19.ds__extract_month - , subq_19.ds__extract_day - , subq_19.ds__extract_dow - , subq_19.ds__extract_doy - , subq_19.ds_partitioned__day - , subq_19.ds_partitioned__week - , subq_19.ds_partitioned__month - , subq_19.ds_partitioned__quarter - , subq_19.ds_partitioned__year - , subq_19.ds_partitioned__extract_year - , subq_19.ds_partitioned__extract_quarter - , subq_19.ds_partitioned__extract_month - , subq_19.ds_partitioned__extract_day - , subq_19.ds_partitioned__extract_dow - , subq_19.ds_partitioned__extract_doy - , subq_19.paid_at__day - , subq_19.paid_at__week - , subq_19.paid_at__month - , subq_19.paid_at__quarter - , subq_19.paid_at__year - , subq_19.paid_at__extract_year - , subq_19.paid_at__extract_quarter - , subq_19.paid_at__extract_month - , subq_19.paid_at__extract_day - , subq_19.paid_at__extract_dow - , subq_19.paid_at__extract_doy - , subq_19.booking__ds__day - , subq_19.booking__ds__week - , subq_19.booking__ds__month - , subq_19.booking__ds__quarter - , subq_19.booking__ds__year - , subq_19.booking__ds__extract_year - , subq_19.booking__ds__extract_quarter - , subq_19.booking__ds__extract_month - , subq_19.booking__ds__extract_day - , subq_19.booking__ds__extract_dow - , subq_19.booking__ds__extract_doy - , subq_19.booking__ds_partitioned__day - , subq_19.booking__ds_partitioned__week - , subq_19.booking__ds_partitioned__month - , subq_19.booking__ds_partitioned__quarter - , subq_19.booking__ds_partitioned__year - , subq_19.booking__ds_partitioned__extract_year - , subq_19.booking__ds_partitioned__extract_quarter - , subq_19.booking__ds_partitioned__extract_month - , subq_19.booking__ds_partitioned__extract_day - , subq_19.booking__ds_partitioned__extract_dow - , subq_19.booking__ds_partitioned__extract_doy - , subq_19.booking__paid_at__day - , subq_19.booking__paid_at__week - , subq_19.booking__paid_at__month - , subq_19.booking__paid_at__quarter - , subq_19.booking__paid_at__year - , subq_19.booking__paid_at__extract_year - , subq_19.booking__paid_at__extract_quarter - , subq_19.booking__paid_at__extract_month - , subq_19.booking__paid_at__extract_day - , subq_19.booking__paid_at__extract_dow - , subq_19.booking__paid_at__extract_doy - , subq_19.metric_time__day - , subq_19.metric_time__week - , subq_19.metric_time__month - , subq_19.metric_time__quarter - , subq_19.metric_time__year - , subq_19.metric_time__extract_year - , subq_19.metric_time__extract_quarter - , subq_19.metric_time__extract_month - , subq_19.metric_time__extract_day - , subq_19.metric_time__extract_dow - , subq_19.metric_time__extract_doy - , subq_19.listing - , subq_19.guest - , subq_19.host - , subq_19.booking__listing - , subq_19.booking__guest - , subq_19.booking__host - , subq_19.is_instant - , subq_19.booking__is_instant - , subq_19.bookings - , subq_19.instant_bookings - , subq_19.booking_value - , subq_19.max_booking_value - , subq_19.min_booking_value - , subq_19.bookers - , subq_19.average_booking_value - , subq_19.referred_bookings - , subq_19.median_booking_value - , subq_19.booking_value_p99 - , subq_19.discrete_booking_value_p99 - , subq_19.approximate_continuous_booking_value_p99 - , subq_19.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_18.ds__day - , subq_18.ds__week - , subq_18.ds__month - , subq_18.ds__quarter - , subq_18.ds__year - , subq_18.ds__extract_year - , subq_18.ds__extract_quarter - , subq_18.ds__extract_month - , subq_18.ds__extract_day - , subq_18.ds__extract_dow - , subq_18.ds__extract_doy - , subq_18.ds_partitioned__day - , subq_18.ds_partitioned__week - , subq_18.ds_partitioned__month - , subq_18.ds_partitioned__quarter - , subq_18.ds_partitioned__year - , subq_18.ds_partitioned__extract_year - , subq_18.ds_partitioned__extract_quarter - , subq_18.ds_partitioned__extract_month - , subq_18.ds_partitioned__extract_day - , subq_18.ds_partitioned__extract_dow - , subq_18.ds_partitioned__extract_doy - , subq_18.paid_at__day - , subq_18.paid_at__week - , subq_18.paid_at__month - , subq_18.paid_at__quarter - , subq_18.paid_at__year - , subq_18.paid_at__extract_year - , subq_18.paid_at__extract_quarter - , subq_18.paid_at__extract_month - , subq_18.paid_at__extract_day - , subq_18.paid_at__extract_dow - , subq_18.paid_at__extract_doy - , subq_18.booking__ds__day - , subq_18.booking__ds__week - , subq_18.booking__ds__month - , subq_18.booking__ds__quarter - , subq_18.booking__ds__year - , subq_18.booking__ds__extract_year - , subq_18.booking__ds__extract_quarter - , subq_18.booking__ds__extract_month - , subq_18.booking__ds__extract_day - , subq_18.booking__ds__extract_dow - , subq_18.booking__ds__extract_doy - , subq_18.booking__ds_partitioned__day - , subq_18.booking__ds_partitioned__week - , subq_18.booking__ds_partitioned__month - , subq_18.booking__ds_partitioned__quarter - , subq_18.booking__ds_partitioned__year - , subq_18.booking__ds_partitioned__extract_year - , subq_18.booking__ds_partitioned__extract_quarter - , subq_18.booking__ds_partitioned__extract_month - , subq_18.booking__ds_partitioned__extract_day - , subq_18.booking__ds_partitioned__extract_dow - , subq_18.booking__ds_partitioned__extract_doy - , subq_18.booking__paid_at__day - , subq_18.booking__paid_at__week - , subq_18.booking__paid_at__month - , subq_18.booking__paid_at__quarter - , subq_18.booking__paid_at__year - , subq_18.booking__paid_at__extract_year - , subq_18.booking__paid_at__extract_quarter - , subq_18.booking__paid_at__extract_month - , subq_18.booking__paid_at__extract_day - , subq_18.booking__paid_at__extract_dow - , subq_18.booking__paid_at__extract_doy - , subq_18.ds__day AS metric_time__day - , subq_18.ds__week AS metric_time__week - , subq_18.ds__month AS metric_time__month - , subq_18.ds__quarter AS metric_time__quarter - , subq_18.ds__year AS metric_time__year - , subq_18.ds__extract_year AS metric_time__extract_year - , subq_18.ds__extract_quarter AS metric_time__extract_quarter - , subq_18.ds__extract_month AS metric_time__extract_month - , subq_18.ds__extract_day AS metric_time__extract_day - , subq_18.ds__extract_dow AS metric_time__extract_dow - , subq_18.ds__extract_doy AS metric_time__extract_doy - , subq_18.listing - , subq_18.guest - , subq_18.host - , subq_18.booking__listing - , subq_18.booking__guest - , subq_18.booking__host - , subq_18.is_instant - , subq_18.booking__is_instant - , subq_18.bookings - , subq_18.instant_bookings - , subq_18.booking_value - , subq_18.max_booking_value - , subq_18.min_booking_value - , subq_18.bookers - , subq_18.average_booking_value - , subq_18.referred_bookings - , subq_18.median_booking_value - , subq_18.booking_value_p99 - , subq_18.discrete_booking_value_p99 - , subq_18.approximate_continuous_booking_value_p99 - , subq_18.approximate_discrete_booking_value_p99 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -342,86 +342,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_18 - ) subq_19 + ) subq_6 + ) subq_7 WHERE booking__is_instant - ) subq_20 - ) subq_21 + ) subq_8 + ) subq_9 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_23.listing - , subq_23.is_lux_latest + subq_11.listing + , subq_11.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_22.ds__day - , subq_22.ds__week - , subq_22.ds__month - , subq_22.ds__quarter - , subq_22.ds__year - , subq_22.ds__extract_year - , subq_22.ds__extract_quarter - , subq_22.ds__extract_month - , subq_22.ds__extract_day - , subq_22.ds__extract_dow - , subq_22.ds__extract_doy - , subq_22.created_at__day - , subq_22.created_at__week - , subq_22.created_at__month - , subq_22.created_at__quarter - , subq_22.created_at__year - , subq_22.created_at__extract_year - , subq_22.created_at__extract_quarter - , subq_22.created_at__extract_month - , subq_22.created_at__extract_day - , subq_22.created_at__extract_dow - , subq_22.created_at__extract_doy - , subq_22.listing__ds__day - , subq_22.listing__ds__week - , subq_22.listing__ds__month - , subq_22.listing__ds__quarter - , subq_22.listing__ds__year - , subq_22.listing__ds__extract_year - , subq_22.listing__ds__extract_quarter - , subq_22.listing__ds__extract_month - , subq_22.listing__ds__extract_day - , subq_22.listing__ds__extract_dow - , subq_22.listing__ds__extract_doy - , subq_22.listing__created_at__day - , subq_22.listing__created_at__week - , subq_22.listing__created_at__month - , subq_22.listing__created_at__quarter - , subq_22.listing__created_at__year - , subq_22.listing__created_at__extract_year - , subq_22.listing__created_at__extract_quarter - , subq_22.listing__created_at__extract_month - , subq_22.listing__created_at__extract_day - , subq_22.listing__created_at__extract_dow - , subq_22.listing__created_at__extract_doy - , subq_22.ds__day AS metric_time__day - , subq_22.ds__week AS metric_time__week - , subq_22.ds__month AS metric_time__month - , subq_22.ds__quarter AS metric_time__quarter - , subq_22.ds__year AS metric_time__year - , subq_22.ds__extract_year AS metric_time__extract_year - , subq_22.ds__extract_quarter AS metric_time__extract_quarter - , subq_22.ds__extract_month AS metric_time__extract_month - , subq_22.ds__extract_day AS metric_time__extract_day - , subq_22.ds__extract_dow AS metric_time__extract_dow - , subq_22.ds__extract_doy AS metric_time__extract_doy - , subq_22.listing - , subq_22.user - , subq_22.listing__user - , subq_22.country_latest - , subq_22.is_lux_latest - , subq_22.capacity_latest - , subq_22.listing__country_latest - , subq_22.listing__is_lux_latest - , subq_22.listing__capacity_latest - , subq_22.listings - , subq_22.largest_listing - , subq_22.smallest_listing + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.created_at__day + , subq_10.created_at__week + , subq_10.created_at__month + , subq_10.created_at__quarter + , subq_10.created_at__year + , subq_10.created_at__extract_year + , subq_10.created_at__extract_quarter + , subq_10.created_at__extract_month + , subq_10.created_at__extract_day + , subq_10.created_at__extract_dow + , subq_10.created_at__extract_doy + , subq_10.listing__ds__day + , subq_10.listing__ds__week + , subq_10.listing__ds__month + , subq_10.listing__ds__quarter + , subq_10.listing__ds__year + , subq_10.listing__ds__extract_year + , subq_10.listing__ds__extract_quarter + , subq_10.listing__ds__extract_month + , subq_10.listing__ds__extract_day + , subq_10.listing__ds__extract_dow + , subq_10.listing__ds__extract_doy + , subq_10.listing__created_at__day + , subq_10.listing__created_at__week + , subq_10.listing__created_at__month + , subq_10.listing__created_at__quarter + , subq_10.listing__created_at__year + , subq_10.listing__created_at__extract_year + , subq_10.listing__created_at__extract_quarter + , subq_10.listing__created_at__extract_month + , subq_10.listing__created_at__extract_day + , subq_10.listing__created_at__extract_dow + , subq_10.listing__created_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.user + , subq_10.listing__user + , subq_10.country_latest + , subq_10.is_lux_latest + , subq_10.capacity_latest + , subq_10.listing__country_latest + , subq_10.listing__is_lux_latest + , subq_10.listing__capacity_latest + , subq_10.listings + , subq_10.largest_listing + , subq_10.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -482,257 +482,257 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_22 - ) subq_23 - ) subq_24 + ) subq_10 + ) subq_11 + ) subq_12 ON - subq_21.listing = subq_24.listing - ) subq_25 - ) subq_26 + subq_9.listing = subq_12.listing + ) subq_13 + ) subq_14 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_27 - ) subq_28 - ) subq_29 - ) subq_30 + ) subq_15 + ) subq_16 + ) subq_17 + ) subq_18 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_42.bookings + subq_30.bookings FROM ( -- Aggregate Measures SELECT - SUM(subq_41.bookings) AS bookings + SUM(subq_29.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings',] SELECT - subq_40.bookings + subq_28.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_39.booking__is_instant - , subq_39.listing__is_lux_latest - , subq_39.bookings + subq_27.booking__is_instant + , subq_27.listing__is_lux_latest + , subq_27.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_38.booking__is_instant - , subq_38.listing__is_lux_latest - , subq_38.bookings + subq_26.booking__is_instant + , subq_26.listing__is_lux_latest + , subq_26.bookings FROM ( -- Join Standard Outputs SELECT - subq_34.listing AS listing - , subq_34.booking__is_instant AS booking__is_instant - , subq_37.is_lux_latest AS listing__is_lux_latest - , subq_34.bookings AS bookings + subq_22.listing AS listing + , subq_22.booking__is_instant AS booking__is_instant + , subq_25.is_lux_latest AS listing__is_lux_latest + , subq_22.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_33.listing - , subq_33.booking__is_instant - , subq_33.bookings + subq_21.listing + , subq_21.booking__is_instant + , subq_21.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_32.ds__day - , subq_32.ds__week - , subq_32.ds__month - , subq_32.ds__quarter - , subq_32.ds__year - , subq_32.ds__extract_year - , subq_32.ds__extract_quarter - , subq_32.ds__extract_month - , subq_32.ds__extract_day - , subq_32.ds__extract_dow - , subq_32.ds__extract_doy - , subq_32.ds_partitioned__day - , subq_32.ds_partitioned__week - , subq_32.ds_partitioned__month - , subq_32.ds_partitioned__quarter - , subq_32.ds_partitioned__year - , subq_32.ds_partitioned__extract_year - , subq_32.ds_partitioned__extract_quarter - , subq_32.ds_partitioned__extract_month - , subq_32.ds_partitioned__extract_day - , subq_32.ds_partitioned__extract_dow - , subq_32.ds_partitioned__extract_doy - , subq_32.paid_at__day - , subq_32.paid_at__week - , subq_32.paid_at__month - , subq_32.paid_at__quarter - , subq_32.paid_at__year - , subq_32.paid_at__extract_year - , subq_32.paid_at__extract_quarter - , subq_32.paid_at__extract_month - , subq_32.paid_at__extract_day - , subq_32.paid_at__extract_dow - , subq_32.paid_at__extract_doy - , subq_32.booking__ds__day - , subq_32.booking__ds__week - , subq_32.booking__ds__month - , subq_32.booking__ds__quarter - , subq_32.booking__ds__year - , subq_32.booking__ds__extract_year - , subq_32.booking__ds__extract_quarter - , subq_32.booking__ds__extract_month - , subq_32.booking__ds__extract_day - , subq_32.booking__ds__extract_dow - , subq_32.booking__ds__extract_doy - , subq_32.booking__ds_partitioned__day - , subq_32.booking__ds_partitioned__week - , subq_32.booking__ds_partitioned__month - , subq_32.booking__ds_partitioned__quarter - , subq_32.booking__ds_partitioned__year - , subq_32.booking__ds_partitioned__extract_year - , subq_32.booking__ds_partitioned__extract_quarter - , subq_32.booking__ds_partitioned__extract_month - , subq_32.booking__ds_partitioned__extract_day - , subq_32.booking__ds_partitioned__extract_dow - , subq_32.booking__ds_partitioned__extract_doy - , subq_32.booking__paid_at__day - , subq_32.booking__paid_at__week - , subq_32.booking__paid_at__month - , subq_32.booking__paid_at__quarter - , subq_32.booking__paid_at__year - , subq_32.booking__paid_at__extract_year - , subq_32.booking__paid_at__extract_quarter - , subq_32.booking__paid_at__extract_month - , subq_32.booking__paid_at__extract_day - , subq_32.booking__paid_at__extract_dow - , subq_32.booking__paid_at__extract_doy - , subq_32.metric_time__day - , subq_32.metric_time__week - , subq_32.metric_time__month - , subq_32.metric_time__quarter - , subq_32.metric_time__year - , subq_32.metric_time__extract_year - , subq_32.metric_time__extract_quarter - , subq_32.metric_time__extract_month - , subq_32.metric_time__extract_day - , subq_32.metric_time__extract_dow - , subq_32.metric_time__extract_doy - , subq_32.listing - , subq_32.guest - , subq_32.host - , subq_32.booking__listing - , subq_32.booking__guest - , subq_32.booking__host - , subq_32.is_instant - , subq_32.booking__is_instant - , subq_32.bookings - , subq_32.instant_bookings - , subq_32.booking_value - , subq_32.max_booking_value - , subq_32.min_booking_value - , subq_32.bookers - , subq_32.average_booking_value - , subq_32.referred_bookings - , subq_32.median_booking_value - , subq_32.booking_value_p99 - , subq_32.discrete_booking_value_p99 - , subq_32.approximate_continuous_booking_value_p99 - , subq_32.approximate_discrete_booking_value_p99 + subq_20.ds__day + , subq_20.ds__week + , subq_20.ds__month + , subq_20.ds__quarter + , subq_20.ds__year + , subq_20.ds__extract_year + , subq_20.ds__extract_quarter + , subq_20.ds__extract_month + , subq_20.ds__extract_day + , subq_20.ds__extract_dow + , subq_20.ds__extract_doy + , subq_20.ds_partitioned__day + , subq_20.ds_partitioned__week + , subq_20.ds_partitioned__month + , subq_20.ds_partitioned__quarter + , subq_20.ds_partitioned__year + , subq_20.ds_partitioned__extract_year + , subq_20.ds_partitioned__extract_quarter + , subq_20.ds_partitioned__extract_month + , subq_20.ds_partitioned__extract_day + , subq_20.ds_partitioned__extract_dow + , subq_20.ds_partitioned__extract_doy + , subq_20.paid_at__day + , subq_20.paid_at__week + , subq_20.paid_at__month + , subq_20.paid_at__quarter + , subq_20.paid_at__year + , subq_20.paid_at__extract_year + , subq_20.paid_at__extract_quarter + , subq_20.paid_at__extract_month + , subq_20.paid_at__extract_day + , subq_20.paid_at__extract_dow + , subq_20.paid_at__extract_doy + , subq_20.booking__ds__day + , subq_20.booking__ds__week + , subq_20.booking__ds__month + , subq_20.booking__ds__quarter + , subq_20.booking__ds__year + , subq_20.booking__ds__extract_year + , subq_20.booking__ds__extract_quarter + , subq_20.booking__ds__extract_month + , subq_20.booking__ds__extract_day + , subq_20.booking__ds__extract_dow + , subq_20.booking__ds__extract_doy + , subq_20.booking__ds_partitioned__day + , subq_20.booking__ds_partitioned__week + , subq_20.booking__ds_partitioned__month + , subq_20.booking__ds_partitioned__quarter + , subq_20.booking__ds_partitioned__year + , subq_20.booking__ds_partitioned__extract_year + , subq_20.booking__ds_partitioned__extract_quarter + , subq_20.booking__ds_partitioned__extract_month + , subq_20.booking__ds_partitioned__extract_day + , subq_20.booking__ds_partitioned__extract_dow + , subq_20.booking__ds_partitioned__extract_doy + , subq_20.booking__paid_at__day + , subq_20.booking__paid_at__week + , subq_20.booking__paid_at__month + , subq_20.booking__paid_at__quarter + , subq_20.booking__paid_at__year + , subq_20.booking__paid_at__extract_year + , subq_20.booking__paid_at__extract_quarter + , subq_20.booking__paid_at__extract_month + , subq_20.booking__paid_at__extract_day + , subq_20.booking__paid_at__extract_dow + , subq_20.booking__paid_at__extract_doy + , subq_20.metric_time__day + , subq_20.metric_time__week + , subq_20.metric_time__month + , subq_20.metric_time__quarter + , subq_20.metric_time__year + , subq_20.metric_time__extract_year + , subq_20.metric_time__extract_quarter + , subq_20.metric_time__extract_month + , subq_20.metric_time__extract_day + , subq_20.metric_time__extract_dow + , subq_20.metric_time__extract_doy + , subq_20.listing + , subq_20.guest + , subq_20.host + , subq_20.booking__listing + , subq_20.booking__guest + , subq_20.booking__host + , subq_20.is_instant + , subq_20.booking__is_instant + , subq_20.bookings + , subq_20.instant_bookings + , subq_20.booking_value + , subq_20.max_booking_value + , subq_20.min_booking_value + , subq_20.bookers + , subq_20.average_booking_value + , subq_20.referred_bookings + , subq_20.median_booking_value + , subq_20.booking_value_p99 + , subq_20.discrete_booking_value_p99 + , subq_20.approximate_continuous_booking_value_p99 + , subq_20.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_31.ds__day - , subq_31.ds__week - , subq_31.ds__month - , subq_31.ds__quarter - , subq_31.ds__year - , subq_31.ds__extract_year - , subq_31.ds__extract_quarter - , subq_31.ds__extract_month - , subq_31.ds__extract_day - , subq_31.ds__extract_dow - , subq_31.ds__extract_doy - , subq_31.ds_partitioned__day - , subq_31.ds_partitioned__week - , subq_31.ds_partitioned__month - , subq_31.ds_partitioned__quarter - , subq_31.ds_partitioned__year - , subq_31.ds_partitioned__extract_year - , subq_31.ds_partitioned__extract_quarter - , subq_31.ds_partitioned__extract_month - , subq_31.ds_partitioned__extract_day - , subq_31.ds_partitioned__extract_dow - , subq_31.ds_partitioned__extract_doy - , subq_31.paid_at__day - , subq_31.paid_at__week - , subq_31.paid_at__month - , subq_31.paid_at__quarter - , subq_31.paid_at__year - , subq_31.paid_at__extract_year - , subq_31.paid_at__extract_quarter - , subq_31.paid_at__extract_month - , subq_31.paid_at__extract_day - , subq_31.paid_at__extract_dow - , subq_31.paid_at__extract_doy - , subq_31.booking__ds__day - , subq_31.booking__ds__week - , subq_31.booking__ds__month - , subq_31.booking__ds__quarter - , subq_31.booking__ds__year - , subq_31.booking__ds__extract_year - , subq_31.booking__ds__extract_quarter - , subq_31.booking__ds__extract_month - , subq_31.booking__ds__extract_day - , subq_31.booking__ds__extract_dow - , subq_31.booking__ds__extract_doy - , subq_31.booking__ds_partitioned__day - , subq_31.booking__ds_partitioned__week - , subq_31.booking__ds_partitioned__month - , subq_31.booking__ds_partitioned__quarter - , subq_31.booking__ds_partitioned__year - , subq_31.booking__ds_partitioned__extract_year - , subq_31.booking__ds_partitioned__extract_quarter - , subq_31.booking__ds_partitioned__extract_month - , subq_31.booking__ds_partitioned__extract_day - , subq_31.booking__ds_partitioned__extract_dow - , subq_31.booking__ds_partitioned__extract_doy - , subq_31.booking__paid_at__day - , subq_31.booking__paid_at__week - , subq_31.booking__paid_at__month - , subq_31.booking__paid_at__quarter - , subq_31.booking__paid_at__year - , subq_31.booking__paid_at__extract_year - , subq_31.booking__paid_at__extract_quarter - , subq_31.booking__paid_at__extract_month - , subq_31.booking__paid_at__extract_day - , subq_31.booking__paid_at__extract_dow - , subq_31.booking__paid_at__extract_doy - , subq_31.ds__day AS metric_time__day - , subq_31.ds__week AS metric_time__week - , subq_31.ds__month AS metric_time__month - , subq_31.ds__quarter AS metric_time__quarter - , subq_31.ds__year AS metric_time__year - , subq_31.ds__extract_year AS metric_time__extract_year - , subq_31.ds__extract_quarter AS metric_time__extract_quarter - , subq_31.ds__extract_month AS metric_time__extract_month - , subq_31.ds__extract_day AS metric_time__extract_day - , subq_31.ds__extract_dow AS metric_time__extract_dow - , subq_31.ds__extract_doy AS metric_time__extract_doy - , subq_31.listing - , subq_31.guest - , subq_31.host - , subq_31.booking__listing - , subq_31.booking__guest - , subq_31.booking__host - , subq_31.is_instant - , subq_31.booking__is_instant - , subq_31.bookings - , subq_31.instant_bookings - , subq_31.booking_value - , subq_31.max_booking_value - , subq_31.min_booking_value - , subq_31.bookers - , subq_31.average_booking_value - , subq_31.referred_bookings - , subq_31.median_booking_value - , subq_31.booking_value_p99 - , subq_31.discrete_booking_value_p99 - , subq_31.approximate_continuous_booking_value_p99 - , subq_31.approximate_discrete_booking_value_p99 + subq_19.ds__day + , subq_19.ds__week + , subq_19.ds__month + , subq_19.ds__quarter + , subq_19.ds__year + , subq_19.ds__extract_year + , subq_19.ds__extract_quarter + , subq_19.ds__extract_month + , subq_19.ds__extract_day + , subq_19.ds__extract_dow + , subq_19.ds__extract_doy + , subq_19.ds_partitioned__day + , subq_19.ds_partitioned__week + , subq_19.ds_partitioned__month + , subq_19.ds_partitioned__quarter + , subq_19.ds_partitioned__year + , subq_19.ds_partitioned__extract_year + , subq_19.ds_partitioned__extract_quarter + , subq_19.ds_partitioned__extract_month + , subq_19.ds_partitioned__extract_day + , subq_19.ds_partitioned__extract_dow + , subq_19.ds_partitioned__extract_doy + , subq_19.paid_at__day + , subq_19.paid_at__week + , subq_19.paid_at__month + , subq_19.paid_at__quarter + , subq_19.paid_at__year + , subq_19.paid_at__extract_year + , subq_19.paid_at__extract_quarter + , subq_19.paid_at__extract_month + , subq_19.paid_at__extract_day + , subq_19.paid_at__extract_dow + , subq_19.paid_at__extract_doy + , subq_19.booking__ds__day + , subq_19.booking__ds__week + , subq_19.booking__ds__month + , subq_19.booking__ds__quarter + , subq_19.booking__ds__year + , subq_19.booking__ds__extract_year + , subq_19.booking__ds__extract_quarter + , subq_19.booking__ds__extract_month + , subq_19.booking__ds__extract_day + , subq_19.booking__ds__extract_dow + , subq_19.booking__ds__extract_doy + , subq_19.booking__ds_partitioned__day + , subq_19.booking__ds_partitioned__week + , subq_19.booking__ds_partitioned__month + , subq_19.booking__ds_partitioned__quarter + , subq_19.booking__ds_partitioned__year + , subq_19.booking__ds_partitioned__extract_year + , subq_19.booking__ds_partitioned__extract_quarter + , subq_19.booking__ds_partitioned__extract_month + , subq_19.booking__ds_partitioned__extract_day + , subq_19.booking__ds_partitioned__extract_dow + , subq_19.booking__ds_partitioned__extract_doy + , subq_19.booking__paid_at__day + , subq_19.booking__paid_at__week + , subq_19.booking__paid_at__month + , subq_19.booking__paid_at__quarter + , subq_19.booking__paid_at__year + , subq_19.booking__paid_at__extract_year + , subq_19.booking__paid_at__extract_quarter + , subq_19.booking__paid_at__extract_month + , subq_19.booking__paid_at__extract_day + , subq_19.booking__paid_at__extract_dow + , subq_19.booking__paid_at__extract_doy + , subq_19.ds__day AS metric_time__day + , subq_19.ds__week AS metric_time__week + , subq_19.ds__month AS metric_time__month + , subq_19.ds__quarter AS metric_time__quarter + , subq_19.ds__year AS metric_time__year + , subq_19.ds__extract_year AS metric_time__extract_year + , subq_19.ds__extract_quarter AS metric_time__extract_quarter + , subq_19.ds__extract_month AS metric_time__extract_month + , subq_19.ds__extract_day AS metric_time__extract_day + , subq_19.ds__extract_dow AS metric_time__extract_dow + , subq_19.ds__extract_doy AS metric_time__extract_doy + , subq_19.listing + , subq_19.guest + , subq_19.host + , subq_19.booking__listing + , subq_19.booking__guest + , subq_19.booking__host + , subq_19.is_instant + , subq_19.booking__is_instant + , subq_19.bookings + , subq_19.instant_bookings + , subq_19.booking_value + , subq_19.max_booking_value + , subq_19.min_booking_value + , subq_19.bookers + , subq_19.average_booking_value + , subq_19.referred_bookings + , subq_19.median_booking_value + , subq_19.booking_value_p99 + , subq_19.discrete_booking_value_p99 + , subq_19.approximate_continuous_booking_value_p99 + , subq_19.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -825,86 +825,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_31 - ) subq_32 + ) subq_19 + ) subq_20 WHERE booking__is_instant - ) subq_33 - ) subq_34 + ) subq_21 + ) subq_22 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_36.listing - , subq_36.is_lux_latest + subq_24.listing + , subq_24.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_35.ds__day - , subq_35.ds__week - , subq_35.ds__month - , subq_35.ds__quarter - , subq_35.ds__year - , subq_35.ds__extract_year - , subq_35.ds__extract_quarter - , subq_35.ds__extract_month - , subq_35.ds__extract_day - , subq_35.ds__extract_dow - , subq_35.ds__extract_doy - , subq_35.created_at__day - , subq_35.created_at__week - , subq_35.created_at__month - , subq_35.created_at__quarter - , subq_35.created_at__year - , subq_35.created_at__extract_year - , subq_35.created_at__extract_quarter - , subq_35.created_at__extract_month - , subq_35.created_at__extract_day - , subq_35.created_at__extract_dow - , subq_35.created_at__extract_doy - , subq_35.listing__ds__day - , subq_35.listing__ds__week - , subq_35.listing__ds__month - , subq_35.listing__ds__quarter - , subq_35.listing__ds__year - , subq_35.listing__ds__extract_year - , subq_35.listing__ds__extract_quarter - , subq_35.listing__ds__extract_month - , subq_35.listing__ds__extract_day - , subq_35.listing__ds__extract_dow - , subq_35.listing__ds__extract_doy - , subq_35.listing__created_at__day - , subq_35.listing__created_at__week - , subq_35.listing__created_at__month - , subq_35.listing__created_at__quarter - , subq_35.listing__created_at__year - , subq_35.listing__created_at__extract_year - , subq_35.listing__created_at__extract_quarter - , subq_35.listing__created_at__extract_month - , subq_35.listing__created_at__extract_day - , subq_35.listing__created_at__extract_dow - , subq_35.listing__created_at__extract_doy - , subq_35.ds__day AS metric_time__day - , subq_35.ds__week AS metric_time__week - , subq_35.ds__month AS metric_time__month - , subq_35.ds__quarter AS metric_time__quarter - , subq_35.ds__year AS metric_time__year - , subq_35.ds__extract_year AS metric_time__extract_year - , subq_35.ds__extract_quarter AS metric_time__extract_quarter - , subq_35.ds__extract_month AS metric_time__extract_month - , subq_35.ds__extract_day AS metric_time__extract_day - , subq_35.ds__extract_dow AS metric_time__extract_dow - , subq_35.ds__extract_doy AS metric_time__extract_doy - , subq_35.listing - , subq_35.user - , subq_35.listing__user - , subq_35.country_latest - , subq_35.is_lux_latest - , subq_35.capacity_latest - , subq_35.listing__country_latest - , subq_35.listing__is_lux_latest - , subq_35.listing__capacity_latest - , subq_35.listings - , subq_35.largest_listing - , subq_35.smallest_listing + subq_23.ds__day + , subq_23.ds__week + , subq_23.ds__month + , subq_23.ds__quarter + , subq_23.ds__year + , subq_23.ds__extract_year + , subq_23.ds__extract_quarter + , subq_23.ds__extract_month + , subq_23.ds__extract_day + , subq_23.ds__extract_dow + , subq_23.ds__extract_doy + , subq_23.created_at__day + , subq_23.created_at__week + , subq_23.created_at__month + , subq_23.created_at__quarter + , subq_23.created_at__year + , subq_23.created_at__extract_year + , subq_23.created_at__extract_quarter + , subq_23.created_at__extract_month + , subq_23.created_at__extract_day + , subq_23.created_at__extract_dow + , subq_23.created_at__extract_doy + , subq_23.listing__ds__day + , subq_23.listing__ds__week + , subq_23.listing__ds__month + , subq_23.listing__ds__quarter + , subq_23.listing__ds__year + , subq_23.listing__ds__extract_year + , subq_23.listing__ds__extract_quarter + , subq_23.listing__ds__extract_month + , subq_23.listing__ds__extract_day + , subq_23.listing__ds__extract_dow + , subq_23.listing__ds__extract_doy + , subq_23.listing__created_at__day + , subq_23.listing__created_at__week + , subq_23.listing__created_at__month + , subq_23.listing__created_at__quarter + , subq_23.listing__created_at__year + , subq_23.listing__created_at__extract_year + , subq_23.listing__created_at__extract_quarter + , subq_23.listing__created_at__extract_month + , subq_23.listing__created_at__extract_day + , subq_23.listing__created_at__extract_dow + , subq_23.listing__created_at__extract_doy + , subq_23.ds__day AS metric_time__day + , subq_23.ds__week AS metric_time__week + , subq_23.ds__month AS metric_time__month + , subq_23.ds__quarter AS metric_time__quarter + , subq_23.ds__year AS metric_time__year + , subq_23.ds__extract_year AS metric_time__extract_year + , subq_23.ds__extract_quarter AS metric_time__extract_quarter + , subq_23.ds__extract_month AS metric_time__extract_month + , subq_23.ds__extract_day AS metric_time__extract_day + , subq_23.ds__extract_dow AS metric_time__extract_dow + , subq_23.ds__extract_doy AS metric_time__extract_doy + , subq_23.listing + , subq_23.user + , subq_23.listing__user + , subq_23.country_latest + , subq_23.is_lux_latest + , subq_23.capacity_latest + , subq_23.listing__country_latest + , subq_23.listing__is_lux_latest + , subq_23.listing__capacity_latest + , subq_23.listings + , subq_23.largest_listing + , subq_23.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -965,242 +965,242 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_35 - ) subq_36 - ) subq_37 + ) subq_23 + ) subq_24 + ) subq_25 ON - subq_34.listing = subq_37.listing - ) subq_38 - ) subq_39 + subq_22.listing = subq_25.listing + ) subq_26 + ) subq_27 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_40 - ) subq_41 - ) subq_42 - ) subq_43 + ) subq_28 + ) subq_29 + ) subq_30 + ) subq_31 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_50.booking_value + subq_38.booking_value FROM ( -- Aggregate Measures SELECT - SUM(subq_49.booking_value) AS booking_value + SUM(subq_37.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value',] SELECT - subq_48.booking_value + subq_36.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_47.booking__is_instant - , subq_47.booking_value + subq_35.booking__is_instant + , subq_35.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - subq_46.booking__is_instant - , subq_46.booking_value + subq_34.booking__is_instant + , subq_34.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_45.ds__day - , subq_45.ds__week - , subq_45.ds__month - , subq_45.ds__quarter - , subq_45.ds__year - , subq_45.ds__extract_year - , subq_45.ds__extract_quarter - , subq_45.ds__extract_month - , subq_45.ds__extract_day - , subq_45.ds__extract_dow - , subq_45.ds__extract_doy - , subq_45.ds_partitioned__day - , subq_45.ds_partitioned__week - , subq_45.ds_partitioned__month - , subq_45.ds_partitioned__quarter - , subq_45.ds_partitioned__year - , subq_45.ds_partitioned__extract_year - , subq_45.ds_partitioned__extract_quarter - , subq_45.ds_partitioned__extract_month - , subq_45.ds_partitioned__extract_day - , subq_45.ds_partitioned__extract_dow - , subq_45.ds_partitioned__extract_doy - , subq_45.paid_at__day - , subq_45.paid_at__week - , subq_45.paid_at__month - , subq_45.paid_at__quarter - , subq_45.paid_at__year - , subq_45.paid_at__extract_year - , subq_45.paid_at__extract_quarter - , subq_45.paid_at__extract_month - , subq_45.paid_at__extract_day - , subq_45.paid_at__extract_dow - , subq_45.paid_at__extract_doy - , subq_45.booking__ds__day - , subq_45.booking__ds__week - , subq_45.booking__ds__month - , subq_45.booking__ds__quarter - , subq_45.booking__ds__year - , subq_45.booking__ds__extract_year - , subq_45.booking__ds__extract_quarter - , subq_45.booking__ds__extract_month - , subq_45.booking__ds__extract_day - , subq_45.booking__ds__extract_dow - , subq_45.booking__ds__extract_doy - , subq_45.booking__ds_partitioned__day - , subq_45.booking__ds_partitioned__week - , subq_45.booking__ds_partitioned__month - , subq_45.booking__ds_partitioned__quarter - , subq_45.booking__ds_partitioned__year - , subq_45.booking__ds_partitioned__extract_year - , subq_45.booking__ds_partitioned__extract_quarter - , subq_45.booking__ds_partitioned__extract_month - , subq_45.booking__ds_partitioned__extract_day - , subq_45.booking__ds_partitioned__extract_dow - , subq_45.booking__ds_partitioned__extract_doy - , subq_45.booking__paid_at__day - , subq_45.booking__paid_at__week - , subq_45.booking__paid_at__month - , subq_45.booking__paid_at__quarter - , subq_45.booking__paid_at__year - , subq_45.booking__paid_at__extract_year - , subq_45.booking__paid_at__extract_quarter - , subq_45.booking__paid_at__extract_month - , subq_45.booking__paid_at__extract_day - , subq_45.booking__paid_at__extract_dow - , subq_45.booking__paid_at__extract_doy - , subq_45.metric_time__day - , subq_45.metric_time__week - , subq_45.metric_time__month - , subq_45.metric_time__quarter - , subq_45.metric_time__year - , subq_45.metric_time__extract_year - , subq_45.metric_time__extract_quarter - , subq_45.metric_time__extract_month - , subq_45.metric_time__extract_day - , subq_45.metric_time__extract_dow - , subq_45.metric_time__extract_doy - , subq_45.listing - , subq_45.guest - , subq_45.host - , subq_45.booking__listing - , subq_45.booking__guest - , subq_45.booking__host - , subq_45.is_instant - , subq_45.booking__is_instant - , subq_45.bookings - , subq_45.instant_bookings - , subq_45.booking_value - , subq_45.max_booking_value - , subq_45.min_booking_value - , subq_45.bookers - , subq_45.average_booking_value - , subq_45.referred_bookings - , subq_45.median_booking_value - , subq_45.booking_value_p99 - , subq_45.discrete_booking_value_p99 - , subq_45.approximate_continuous_booking_value_p99 - , subq_45.approximate_discrete_booking_value_p99 + subq_33.ds__day + , subq_33.ds__week + , subq_33.ds__month + , subq_33.ds__quarter + , subq_33.ds__year + , subq_33.ds__extract_year + , subq_33.ds__extract_quarter + , subq_33.ds__extract_month + , subq_33.ds__extract_day + , subq_33.ds__extract_dow + , subq_33.ds__extract_doy + , subq_33.ds_partitioned__day + , subq_33.ds_partitioned__week + , subq_33.ds_partitioned__month + , subq_33.ds_partitioned__quarter + , subq_33.ds_partitioned__year + , subq_33.ds_partitioned__extract_year + , subq_33.ds_partitioned__extract_quarter + , subq_33.ds_partitioned__extract_month + , subq_33.ds_partitioned__extract_day + , subq_33.ds_partitioned__extract_dow + , subq_33.ds_partitioned__extract_doy + , subq_33.paid_at__day + , subq_33.paid_at__week + , subq_33.paid_at__month + , subq_33.paid_at__quarter + , subq_33.paid_at__year + , subq_33.paid_at__extract_year + , subq_33.paid_at__extract_quarter + , subq_33.paid_at__extract_month + , subq_33.paid_at__extract_day + , subq_33.paid_at__extract_dow + , subq_33.paid_at__extract_doy + , subq_33.booking__ds__day + , subq_33.booking__ds__week + , subq_33.booking__ds__month + , subq_33.booking__ds__quarter + , subq_33.booking__ds__year + , subq_33.booking__ds__extract_year + , subq_33.booking__ds__extract_quarter + , subq_33.booking__ds__extract_month + , subq_33.booking__ds__extract_day + , subq_33.booking__ds__extract_dow + , subq_33.booking__ds__extract_doy + , subq_33.booking__ds_partitioned__day + , subq_33.booking__ds_partitioned__week + , subq_33.booking__ds_partitioned__month + , subq_33.booking__ds_partitioned__quarter + , subq_33.booking__ds_partitioned__year + , subq_33.booking__ds_partitioned__extract_year + , subq_33.booking__ds_partitioned__extract_quarter + , subq_33.booking__ds_partitioned__extract_month + , subq_33.booking__ds_partitioned__extract_day + , subq_33.booking__ds_partitioned__extract_dow + , subq_33.booking__ds_partitioned__extract_doy + , subq_33.booking__paid_at__day + , subq_33.booking__paid_at__week + , subq_33.booking__paid_at__month + , subq_33.booking__paid_at__quarter + , subq_33.booking__paid_at__year + , subq_33.booking__paid_at__extract_year + , subq_33.booking__paid_at__extract_quarter + , subq_33.booking__paid_at__extract_month + , subq_33.booking__paid_at__extract_day + , subq_33.booking__paid_at__extract_dow + , subq_33.booking__paid_at__extract_doy + , subq_33.metric_time__day + , subq_33.metric_time__week + , subq_33.metric_time__month + , subq_33.metric_time__quarter + , subq_33.metric_time__year + , subq_33.metric_time__extract_year + , subq_33.metric_time__extract_quarter + , subq_33.metric_time__extract_month + , subq_33.metric_time__extract_day + , subq_33.metric_time__extract_dow + , subq_33.metric_time__extract_doy + , subq_33.listing + , subq_33.guest + , subq_33.host + , subq_33.booking__listing + , subq_33.booking__guest + , subq_33.booking__host + , subq_33.is_instant + , subq_33.booking__is_instant + , subq_33.bookings + , subq_33.instant_bookings + , subq_33.booking_value + , subq_33.max_booking_value + , subq_33.min_booking_value + , subq_33.bookers + , subq_33.average_booking_value + , subq_33.referred_bookings + , subq_33.median_booking_value + , subq_33.booking_value_p99 + , subq_33.discrete_booking_value_p99 + , subq_33.approximate_continuous_booking_value_p99 + , subq_33.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_44.ds__day - , subq_44.ds__week - , subq_44.ds__month - , subq_44.ds__quarter - , subq_44.ds__year - , subq_44.ds__extract_year - , subq_44.ds__extract_quarter - , subq_44.ds__extract_month - , subq_44.ds__extract_day - , subq_44.ds__extract_dow - , subq_44.ds__extract_doy - , subq_44.ds_partitioned__day - , subq_44.ds_partitioned__week - , subq_44.ds_partitioned__month - , subq_44.ds_partitioned__quarter - , subq_44.ds_partitioned__year - , subq_44.ds_partitioned__extract_year - , subq_44.ds_partitioned__extract_quarter - , subq_44.ds_partitioned__extract_month - , subq_44.ds_partitioned__extract_day - , subq_44.ds_partitioned__extract_dow - , subq_44.ds_partitioned__extract_doy - , subq_44.paid_at__day - , subq_44.paid_at__week - , subq_44.paid_at__month - , subq_44.paid_at__quarter - , subq_44.paid_at__year - , subq_44.paid_at__extract_year - , subq_44.paid_at__extract_quarter - , subq_44.paid_at__extract_month - , subq_44.paid_at__extract_day - , subq_44.paid_at__extract_dow - , subq_44.paid_at__extract_doy - , subq_44.booking__ds__day - , subq_44.booking__ds__week - , subq_44.booking__ds__month - , subq_44.booking__ds__quarter - , subq_44.booking__ds__year - , subq_44.booking__ds__extract_year - , subq_44.booking__ds__extract_quarter - , subq_44.booking__ds__extract_month - , subq_44.booking__ds__extract_day - , subq_44.booking__ds__extract_dow - , subq_44.booking__ds__extract_doy - , subq_44.booking__ds_partitioned__day - , subq_44.booking__ds_partitioned__week - , subq_44.booking__ds_partitioned__month - , subq_44.booking__ds_partitioned__quarter - , subq_44.booking__ds_partitioned__year - , subq_44.booking__ds_partitioned__extract_year - , subq_44.booking__ds_partitioned__extract_quarter - , subq_44.booking__ds_partitioned__extract_month - , subq_44.booking__ds_partitioned__extract_day - , subq_44.booking__ds_partitioned__extract_dow - , subq_44.booking__ds_partitioned__extract_doy - , subq_44.booking__paid_at__day - , subq_44.booking__paid_at__week - , subq_44.booking__paid_at__month - , subq_44.booking__paid_at__quarter - , subq_44.booking__paid_at__year - , subq_44.booking__paid_at__extract_year - , subq_44.booking__paid_at__extract_quarter - , subq_44.booking__paid_at__extract_month - , subq_44.booking__paid_at__extract_day - , subq_44.booking__paid_at__extract_dow - , subq_44.booking__paid_at__extract_doy - , subq_44.ds__day AS metric_time__day - , subq_44.ds__week AS metric_time__week - , subq_44.ds__month AS metric_time__month - , subq_44.ds__quarter AS metric_time__quarter - , subq_44.ds__year AS metric_time__year - , subq_44.ds__extract_year AS metric_time__extract_year - , subq_44.ds__extract_quarter AS metric_time__extract_quarter - , subq_44.ds__extract_month AS metric_time__extract_month - , subq_44.ds__extract_day AS metric_time__extract_day - , subq_44.ds__extract_dow AS metric_time__extract_dow - , subq_44.ds__extract_doy AS metric_time__extract_doy - , subq_44.listing - , subq_44.guest - , subq_44.host - , subq_44.booking__listing - , subq_44.booking__guest - , subq_44.booking__host - , subq_44.is_instant - , subq_44.booking__is_instant - , subq_44.bookings - , subq_44.instant_bookings - , subq_44.booking_value - , subq_44.max_booking_value - , subq_44.min_booking_value - , subq_44.bookers - , subq_44.average_booking_value - , subq_44.referred_bookings - , subq_44.median_booking_value - , subq_44.booking_value_p99 - , subq_44.discrete_booking_value_p99 - , subq_44.approximate_continuous_booking_value_p99 - , subq_44.approximate_discrete_booking_value_p99 + subq_32.ds__day + , subq_32.ds__week + , subq_32.ds__month + , subq_32.ds__quarter + , subq_32.ds__year + , subq_32.ds__extract_year + , subq_32.ds__extract_quarter + , subq_32.ds__extract_month + , subq_32.ds__extract_day + , subq_32.ds__extract_dow + , subq_32.ds__extract_doy + , subq_32.ds_partitioned__day + , subq_32.ds_partitioned__week + , subq_32.ds_partitioned__month + , subq_32.ds_partitioned__quarter + , subq_32.ds_partitioned__year + , subq_32.ds_partitioned__extract_year + , subq_32.ds_partitioned__extract_quarter + , subq_32.ds_partitioned__extract_month + , subq_32.ds_partitioned__extract_day + , subq_32.ds_partitioned__extract_dow + , subq_32.ds_partitioned__extract_doy + , subq_32.paid_at__day + , subq_32.paid_at__week + , subq_32.paid_at__month + , subq_32.paid_at__quarter + , subq_32.paid_at__year + , subq_32.paid_at__extract_year + , subq_32.paid_at__extract_quarter + , subq_32.paid_at__extract_month + , subq_32.paid_at__extract_day + , subq_32.paid_at__extract_dow + , subq_32.paid_at__extract_doy + , subq_32.booking__ds__day + , subq_32.booking__ds__week + , subq_32.booking__ds__month + , subq_32.booking__ds__quarter + , subq_32.booking__ds__year + , subq_32.booking__ds__extract_year + , subq_32.booking__ds__extract_quarter + , subq_32.booking__ds__extract_month + , subq_32.booking__ds__extract_day + , subq_32.booking__ds__extract_dow + , subq_32.booking__ds__extract_doy + , subq_32.booking__ds_partitioned__day + , subq_32.booking__ds_partitioned__week + , subq_32.booking__ds_partitioned__month + , subq_32.booking__ds_partitioned__quarter + , subq_32.booking__ds_partitioned__year + , subq_32.booking__ds_partitioned__extract_year + , subq_32.booking__ds_partitioned__extract_quarter + , subq_32.booking__ds_partitioned__extract_month + , subq_32.booking__ds_partitioned__extract_day + , subq_32.booking__ds_partitioned__extract_dow + , subq_32.booking__ds_partitioned__extract_doy + , subq_32.booking__paid_at__day + , subq_32.booking__paid_at__week + , subq_32.booking__paid_at__month + , subq_32.booking__paid_at__quarter + , subq_32.booking__paid_at__year + , subq_32.booking__paid_at__extract_year + , subq_32.booking__paid_at__extract_quarter + , subq_32.booking__paid_at__extract_month + , subq_32.booking__paid_at__extract_day + , subq_32.booking__paid_at__extract_dow + , subq_32.booking__paid_at__extract_doy + , subq_32.ds__day AS metric_time__day + , subq_32.ds__week AS metric_time__week + , subq_32.ds__month AS metric_time__month + , subq_32.ds__quarter AS metric_time__quarter + , subq_32.ds__year AS metric_time__year + , subq_32.ds__extract_year AS metric_time__extract_year + , subq_32.ds__extract_quarter AS metric_time__extract_quarter + , subq_32.ds__extract_month AS metric_time__extract_month + , subq_32.ds__extract_day AS metric_time__extract_day + , subq_32.ds__extract_dow AS metric_time__extract_dow + , subq_32.ds__extract_doy AS metric_time__extract_doy + , subq_32.listing + , subq_32.guest + , subq_32.host + , subq_32.booking__listing + , subq_32.booking__guest + , subq_32.booking__host + , subq_32.is_instant + , subq_32.booking__is_instant + , subq_32.bookings + , subq_32.instant_bookings + , subq_32.booking_value + , subq_32.max_booking_value + , subq_32.min_booking_value + , subq_32.bookers + , subq_32.average_booking_value + , subq_32.referred_bookings + , subq_32.median_booking_value + , subq_32.booking_value_p99 + , subq_32.discrete_booking_value_p99 + , subq_32.approximate_continuous_booking_value_p99 + , subq_32.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -1293,15 +1293,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_44 - ) subq_45 + ) subq_32 + ) subq_33 WHERE booking__is_instant - ) subq_46 - ) subq_47 + ) subq_34 + ) subq_35 WHERE booking__is_instant - ) subq_48 - ) subq_49 - ) subq_50 - ) subq_51 - ) subq_52 -) subq_53 + ) subq_36 + ) subq_37 + ) subq_38 + ) subq_39 + ) subq_40 +) subq_41 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_nested_filters__plan0_optimized.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_nested_filters__plan0_optimized.sql index a0fdc735bd..60a09b752b 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_nested_filters__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_nested_filters__plan0_optimized.sql @@ -8,9 +8,9 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_66.average_booking_value) AS average_booking_value - , MAX(subq_79.bookings) AS bookings - , MAX(subq_87.booking_value) AS booking_value + MAX(subq_54.average_booking_value) AS average_booking_value + , MAX(subq_67.bookings) AS bookings + , MAX(subq_75.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value',] @@ -22,9 +22,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_57.booking__is_instant AS booking__is_instant + subq_45.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_57.average_booking_value AS average_booking_value + , subq_45.average_booking_value AS average_booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] @@ -40,16 +40,16 @@ FROM ( , is_instant AS booking__is_instant , booking_value AS average_booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_55 + ) subq_43 WHERE booking__is_instant - ) subq_57 + ) subq_45 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_57.listing = listings_latest_src_28000.listing_id - ) subq_62 + subq_45.listing = listings_latest_src_28000.listing_id + ) subq_50 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_66 + ) subq_54 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings',] @@ -61,9 +61,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_70.booking__is_instant AS booking__is_instant + subq_58.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_70.bookings AS bookings + , subq_58.bookings AS bookings FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] @@ -79,16 +79,16 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_68 + ) subq_56 WHERE booking__is_instant - ) subq_70 + ) subq_58 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_70.listing = listings_latest_src_28000.listing_id - ) subq_75 + subq_58.listing = listings_latest_src_28000.listing_id + ) subq_63 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_79 + ) subq_67 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value',] @@ -109,10 +109,10 @@ FROM ( is_instant AS booking__is_instant , booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_81 + ) subq_69 WHERE booking__is_instant - ) subq_83 + ) subq_71 WHERE booking__is_instant - ) subq_87 - ) subq_88 -) subq_89 + ) subq_75 + ) subq_76 +) subq_77 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_nested_filters__plan0.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_nested_filters__plan0.sql index bc02f3bba4..dfcc81fb82 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_nested_filters__plan0.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_nested_filters__plan0.sql @@ -8,248 +8,248 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_30.average_booking_value) AS average_booking_value - , MAX(subq_43.bookings) AS bookings - , MAX(subq_51.booking_value) AS booking_value + MAX(subq_18.average_booking_value) AS average_booking_value + , MAX(subq_31.bookings) AS bookings + , MAX(subq_39.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_29.average_booking_value + subq_17.average_booking_value FROM ( -- Aggregate Measures SELECT - AVG(subq_28.average_booking_value) AS average_booking_value + AVG(subq_16.average_booking_value) AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value',] SELECT - subq_27.average_booking_value + subq_15.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_26.booking__is_instant - , subq_26.listing__is_lux_latest - , subq_26.average_booking_value + subq_14.booking__is_instant + , subq_14.listing__is_lux_latest + , subq_14.average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_25.booking__is_instant - , subq_25.listing__is_lux_latest - , subq_25.average_booking_value + subq_13.booking__is_instant + , subq_13.listing__is_lux_latest + , subq_13.average_booking_value FROM ( -- Join Standard Outputs SELECT - subq_21.listing AS listing - , subq_21.booking__is_instant AS booking__is_instant - , subq_24.is_lux_latest AS listing__is_lux_latest - , subq_21.average_booking_value AS average_booking_value + subq_9.listing AS listing + , subq_9.booking__is_instant AS booking__is_instant + , subq_12.is_lux_latest AS listing__is_lux_latest + , subq_9.average_booking_value AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] SELECT - subq_20.listing - , subq_20.booking__is_instant - , subq_20.average_booking_value + subq_8.listing + , subq_8.booking__is_instant + , subq_8.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_19.ds__day - , subq_19.ds__week - , subq_19.ds__month - , subq_19.ds__quarter - , subq_19.ds__year - , subq_19.ds__extract_year - , subq_19.ds__extract_quarter - , subq_19.ds__extract_month - , subq_19.ds__extract_day - , subq_19.ds__extract_dow - , subq_19.ds__extract_doy - , subq_19.ds_partitioned__day - , subq_19.ds_partitioned__week - , subq_19.ds_partitioned__month - , subq_19.ds_partitioned__quarter - , subq_19.ds_partitioned__year - , subq_19.ds_partitioned__extract_year - , subq_19.ds_partitioned__extract_quarter - , subq_19.ds_partitioned__extract_month - , subq_19.ds_partitioned__extract_day - , subq_19.ds_partitioned__extract_dow - , subq_19.ds_partitioned__extract_doy - , subq_19.paid_at__day - , subq_19.paid_at__week - , subq_19.paid_at__month - , subq_19.paid_at__quarter - , subq_19.paid_at__year - , subq_19.paid_at__extract_year - , subq_19.paid_at__extract_quarter - , subq_19.paid_at__extract_month - , subq_19.paid_at__extract_day - , subq_19.paid_at__extract_dow - , subq_19.paid_at__extract_doy - , subq_19.booking__ds__day - , subq_19.booking__ds__week - , subq_19.booking__ds__month - , subq_19.booking__ds__quarter - , subq_19.booking__ds__year - , subq_19.booking__ds__extract_year - , subq_19.booking__ds__extract_quarter - , subq_19.booking__ds__extract_month - , subq_19.booking__ds__extract_day - , subq_19.booking__ds__extract_dow - , subq_19.booking__ds__extract_doy - , subq_19.booking__ds_partitioned__day - , subq_19.booking__ds_partitioned__week - , subq_19.booking__ds_partitioned__month - , subq_19.booking__ds_partitioned__quarter - , subq_19.booking__ds_partitioned__year - , subq_19.booking__ds_partitioned__extract_year - , subq_19.booking__ds_partitioned__extract_quarter - , subq_19.booking__ds_partitioned__extract_month - , subq_19.booking__ds_partitioned__extract_day - , subq_19.booking__ds_partitioned__extract_dow - , subq_19.booking__ds_partitioned__extract_doy - , subq_19.booking__paid_at__day - , subq_19.booking__paid_at__week - , subq_19.booking__paid_at__month - , subq_19.booking__paid_at__quarter - , subq_19.booking__paid_at__year - , subq_19.booking__paid_at__extract_year - , subq_19.booking__paid_at__extract_quarter - , subq_19.booking__paid_at__extract_month - , subq_19.booking__paid_at__extract_day - , subq_19.booking__paid_at__extract_dow - , subq_19.booking__paid_at__extract_doy - , subq_19.metric_time__day - , subq_19.metric_time__week - , subq_19.metric_time__month - , subq_19.metric_time__quarter - , subq_19.metric_time__year - , subq_19.metric_time__extract_year - , subq_19.metric_time__extract_quarter - , subq_19.metric_time__extract_month - , subq_19.metric_time__extract_day - , subq_19.metric_time__extract_dow - , subq_19.metric_time__extract_doy - , subq_19.listing - , subq_19.guest - , subq_19.host - , subq_19.booking__listing - , subq_19.booking__guest - , subq_19.booking__host - , subq_19.is_instant - , subq_19.booking__is_instant - , subq_19.bookings - , subq_19.instant_bookings - , subq_19.booking_value - , subq_19.max_booking_value - , subq_19.min_booking_value - , subq_19.bookers - , subq_19.average_booking_value - , subq_19.referred_bookings - , subq_19.median_booking_value - , subq_19.booking_value_p99 - , subq_19.discrete_booking_value_p99 - , subq_19.approximate_continuous_booking_value_p99 - , subq_19.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_18.ds__day - , subq_18.ds__week - , subq_18.ds__month - , subq_18.ds__quarter - , subq_18.ds__year - , subq_18.ds__extract_year - , subq_18.ds__extract_quarter - , subq_18.ds__extract_month - , subq_18.ds__extract_day - , subq_18.ds__extract_dow - , subq_18.ds__extract_doy - , subq_18.ds_partitioned__day - , subq_18.ds_partitioned__week - , subq_18.ds_partitioned__month - , subq_18.ds_partitioned__quarter - , subq_18.ds_partitioned__year - , subq_18.ds_partitioned__extract_year - , subq_18.ds_partitioned__extract_quarter - , subq_18.ds_partitioned__extract_month - , subq_18.ds_partitioned__extract_day - , subq_18.ds_partitioned__extract_dow - , subq_18.ds_partitioned__extract_doy - , subq_18.paid_at__day - , subq_18.paid_at__week - , subq_18.paid_at__month - , subq_18.paid_at__quarter - , subq_18.paid_at__year - , subq_18.paid_at__extract_year - , subq_18.paid_at__extract_quarter - , subq_18.paid_at__extract_month - , subq_18.paid_at__extract_day - , subq_18.paid_at__extract_dow - , subq_18.paid_at__extract_doy - , subq_18.booking__ds__day - , subq_18.booking__ds__week - , subq_18.booking__ds__month - , subq_18.booking__ds__quarter - , subq_18.booking__ds__year - , subq_18.booking__ds__extract_year - , subq_18.booking__ds__extract_quarter - , subq_18.booking__ds__extract_month - , subq_18.booking__ds__extract_day - , subq_18.booking__ds__extract_dow - , subq_18.booking__ds__extract_doy - , subq_18.booking__ds_partitioned__day - , subq_18.booking__ds_partitioned__week - , subq_18.booking__ds_partitioned__month - , subq_18.booking__ds_partitioned__quarter - , subq_18.booking__ds_partitioned__year - , subq_18.booking__ds_partitioned__extract_year - , subq_18.booking__ds_partitioned__extract_quarter - , subq_18.booking__ds_partitioned__extract_month - , subq_18.booking__ds_partitioned__extract_day - , subq_18.booking__ds_partitioned__extract_dow - , subq_18.booking__ds_partitioned__extract_doy - , subq_18.booking__paid_at__day - , subq_18.booking__paid_at__week - , subq_18.booking__paid_at__month - , subq_18.booking__paid_at__quarter - , subq_18.booking__paid_at__year - , subq_18.booking__paid_at__extract_year - , subq_18.booking__paid_at__extract_quarter - , subq_18.booking__paid_at__extract_month - , subq_18.booking__paid_at__extract_day - , subq_18.booking__paid_at__extract_dow - , subq_18.booking__paid_at__extract_doy - , subq_18.ds__day AS metric_time__day - , subq_18.ds__week AS metric_time__week - , subq_18.ds__month AS metric_time__month - , subq_18.ds__quarter AS metric_time__quarter - , subq_18.ds__year AS metric_time__year - , subq_18.ds__extract_year AS metric_time__extract_year - , subq_18.ds__extract_quarter AS metric_time__extract_quarter - , subq_18.ds__extract_month AS metric_time__extract_month - , subq_18.ds__extract_day AS metric_time__extract_day - , subq_18.ds__extract_dow AS metric_time__extract_dow - , subq_18.ds__extract_doy AS metric_time__extract_doy - , subq_18.listing - , subq_18.guest - , subq_18.host - , subq_18.booking__listing - , subq_18.booking__guest - , subq_18.booking__host - , subq_18.is_instant - , subq_18.booking__is_instant - , subq_18.bookings - , subq_18.instant_bookings - , subq_18.booking_value - , subq_18.max_booking_value - , subq_18.min_booking_value - , subq_18.bookers - , subq_18.average_booking_value - , subq_18.referred_bookings - , subq_18.median_booking_value - , subq_18.booking_value_p99 - , subq_18.discrete_booking_value_p99 - , subq_18.approximate_continuous_booking_value_p99 - , subq_18.approximate_discrete_booking_value_p99 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -342,86 +342,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_18 - ) subq_19 + ) subq_6 + ) subq_7 WHERE booking__is_instant - ) subq_20 - ) subq_21 + ) subq_8 + ) subq_9 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_23.listing - , subq_23.is_lux_latest + subq_11.listing + , subq_11.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_22.ds__day - , subq_22.ds__week - , subq_22.ds__month - , subq_22.ds__quarter - , subq_22.ds__year - , subq_22.ds__extract_year - , subq_22.ds__extract_quarter - , subq_22.ds__extract_month - , subq_22.ds__extract_day - , subq_22.ds__extract_dow - , subq_22.ds__extract_doy - , subq_22.created_at__day - , subq_22.created_at__week - , subq_22.created_at__month - , subq_22.created_at__quarter - , subq_22.created_at__year - , subq_22.created_at__extract_year - , subq_22.created_at__extract_quarter - , subq_22.created_at__extract_month - , subq_22.created_at__extract_day - , subq_22.created_at__extract_dow - , subq_22.created_at__extract_doy - , subq_22.listing__ds__day - , subq_22.listing__ds__week - , subq_22.listing__ds__month - , subq_22.listing__ds__quarter - , subq_22.listing__ds__year - , subq_22.listing__ds__extract_year - , subq_22.listing__ds__extract_quarter - , subq_22.listing__ds__extract_month - , subq_22.listing__ds__extract_day - , subq_22.listing__ds__extract_dow - , subq_22.listing__ds__extract_doy - , subq_22.listing__created_at__day - , subq_22.listing__created_at__week - , subq_22.listing__created_at__month - , subq_22.listing__created_at__quarter - , subq_22.listing__created_at__year - , subq_22.listing__created_at__extract_year - , subq_22.listing__created_at__extract_quarter - , subq_22.listing__created_at__extract_month - , subq_22.listing__created_at__extract_day - , subq_22.listing__created_at__extract_dow - , subq_22.listing__created_at__extract_doy - , subq_22.ds__day AS metric_time__day - , subq_22.ds__week AS metric_time__week - , subq_22.ds__month AS metric_time__month - , subq_22.ds__quarter AS metric_time__quarter - , subq_22.ds__year AS metric_time__year - , subq_22.ds__extract_year AS metric_time__extract_year - , subq_22.ds__extract_quarter AS metric_time__extract_quarter - , subq_22.ds__extract_month AS metric_time__extract_month - , subq_22.ds__extract_day AS metric_time__extract_day - , subq_22.ds__extract_dow AS metric_time__extract_dow - , subq_22.ds__extract_doy AS metric_time__extract_doy - , subq_22.listing - , subq_22.user - , subq_22.listing__user - , subq_22.country_latest - , subq_22.is_lux_latest - , subq_22.capacity_latest - , subq_22.listing__country_latest - , subq_22.listing__is_lux_latest - , subq_22.listing__capacity_latest - , subq_22.listings - , subq_22.largest_listing - , subq_22.smallest_listing + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.created_at__day + , subq_10.created_at__week + , subq_10.created_at__month + , subq_10.created_at__quarter + , subq_10.created_at__year + , subq_10.created_at__extract_year + , subq_10.created_at__extract_quarter + , subq_10.created_at__extract_month + , subq_10.created_at__extract_day + , subq_10.created_at__extract_dow + , subq_10.created_at__extract_doy + , subq_10.listing__ds__day + , subq_10.listing__ds__week + , subq_10.listing__ds__month + , subq_10.listing__ds__quarter + , subq_10.listing__ds__year + , subq_10.listing__ds__extract_year + , subq_10.listing__ds__extract_quarter + , subq_10.listing__ds__extract_month + , subq_10.listing__ds__extract_day + , subq_10.listing__ds__extract_dow + , subq_10.listing__ds__extract_doy + , subq_10.listing__created_at__day + , subq_10.listing__created_at__week + , subq_10.listing__created_at__month + , subq_10.listing__created_at__quarter + , subq_10.listing__created_at__year + , subq_10.listing__created_at__extract_year + , subq_10.listing__created_at__extract_quarter + , subq_10.listing__created_at__extract_month + , subq_10.listing__created_at__extract_day + , subq_10.listing__created_at__extract_dow + , subq_10.listing__created_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.user + , subq_10.listing__user + , subq_10.country_latest + , subq_10.is_lux_latest + , subq_10.capacity_latest + , subq_10.listing__country_latest + , subq_10.listing__is_lux_latest + , subq_10.listing__capacity_latest + , subq_10.listings + , subq_10.largest_listing + , subq_10.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -482,257 +482,257 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_22 - ) subq_23 - ) subq_24 + ) subq_10 + ) subq_11 + ) subq_12 ON - subq_21.listing = subq_24.listing - ) subq_25 - ) subq_26 + subq_9.listing = subq_12.listing + ) subq_13 + ) subq_14 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_27 - ) subq_28 - ) subq_29 - ) subq_30 + ) subq_15 + ) subq_16 + ) subq_17 + ) subq_18 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_42.bookings + subq_30.bookings FROM ( -- Aggregate Measures SELECT - SUM(subq_41.bookings) AS bookings + SUM(subq_29.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings',] SELECT - subq_40.bookings + subq_28.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_39.booking__is_instant - , subq_39.listing__is_lux_latest - , subq_39.bookings + subq_27.booking__is_instant + , subq_27.listing__is_lux_latest + , subq_27.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_38.booking__is_instant - , subq_38.listing__is_lux_latest - , subq_38.bookings + subq_26.booking__is_instant + , subq_26.listing__is_lux_latest + , subq_26.bookings FROM ( -- Join Standard Outputs SELECT - subq_34.listing AS listing - , subq_34.booking__is_instant AS booking__is_instant - , subq_37.is_lux_latest AS listing__is_lux_latest - , subq_34.bookings AS bookings + subq_22.listing AS listing + , subq_22.booking__is_instant AS booking__is_instant + , subq_25.is_lux_latest AS listing__is_lux_latest + , subq_22.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_33.listing - , subq_33.booking__is_instant - , subq_33.bookings + subq_21.listing + , subq_21.booking__is_instant + , subq_21.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_32.ds__day - , subq_32.ds__week - , subq_32.ds__month - , subq_32.ds__quarter - , subq_32.ds__year - , subq_32.ds__extract_year - , subq_32.ds__extract_quarter - , subq_32.ds__extract_month - , subq_32.ds__extract_day - , subq_32.ds__extract_dow - , subq_32.ds__extract_doy - , subq_32.ds_partitioned__day - , subq_32.ds_partitioned__week - , subq_32.ds_partitioned__month - , subq_32.ds_partitioned__quarter - , subq_32.ds_partitioned__year - , subq_32.ds_partitioned__extract_year - , subq_32.ds_partitioned__extract_quarter - , subq_32.ds_partitioned__extract_month - , subq_32.ds_partitioned__extract_day - , subq_32.ds_partitioned__extract_dow - , subq_32.ds_partitioned__extract_doy - , subq_32.paid_at__day - , subq_32.paid_at__week - , subq_32.paid_at__month - , subq_32.paid_at__quarter - , subq_32.paid_at__year - , subq_32.paid_at__extract_year - , subq_32.paid_at__extract_quarter - , subq_32.paid_at__extract_month - , subq_32.paid_at__extract_day - , subq_32.paid_at__extract_dow - , subq_32.paid_at__extract_doy - , subq_32.booking__ds__day - , subq_32.booking__ds__week - , subq_32.booking__ds__month - , subq_32.booking__ds__quarter - , subq_32.booking__ds__year - , subq_32.booking__ds__extract_year - , subq_32.booking__ds__extract_quarter - , subq_32.booking__ds__extract_month - , subq_32.booking__ds__extract_day - , subq_32.booking__ds__extract_dow - , subq_32.booking__ds__extract_doy - , subq_32.booking__ds_partitioned__day - , subq_32.booking__ds_partitioned__week - , subq_32.booking__ds_partitioned__month - , subq_32.booking__ds_partitioned__quarter - , subq_32.booking__ds_partitioned__year - , subq_32.booking__ds_partitioned__extract_year - , subq_32.booking__ds_partitioned__extract_quarter - , subq_32.booking__ds_partitioned__extract_month - , subq_32.booking__ds_partitioned__extract_day - , subq_32.booking__ds_partitioned__extract_dow - , subq_32.booking__ds_partitioned__extract_doy - , subq_32.booking__paid_at__day - , subq_32.booking__paid_at__week - , subq_32.booking__paid_at__month - , subq_32.booking__paid_at__quarter - , subq_32.booking__paid_at__year - , subq_32.booking__paid_at__extract_year - , subq_32.booking__paid_at__extract_quarter - , subq_32.booking__paid_at__extract_month - , subq_32.booking__paid_at__extract_day - , subq_32.booking__paid_at__extract_dow - , subq_32.booking__paid_at__extract_doy - , subq_32.metric_time__day - , subq_32.metric_time__week - , subq_32.metric_time__month - , subq_32.metric_time__quarter - , subq_32.metric_time__year - , subq_32.metric_time__extract_year - , subq_32.metric_time__extract_quarter - , subq_32.metric_time__extract_month - , subq_32.metric_time__extract_day - , subq_32.metric_time__extract_dow - , subq_32.metric_time__extract_doy - , subq_32.listing - , subq_32.guest - , subq_32.host - , subq_32.booking__listing - , subq_32.booking__guest - , subq_32.booking__host - , subq_32.is_instant - , subq_32.booking__is_instant - , subq_32.bookings - , subq_32.instant_bookings - , subq_32.booking_value - , subq_32.max_booking_value - , subq_32.min_booking_value - , subq_32.bookers - , subq_32.average_booking_value - , subq_32.referred_bookings - , subq_32.median_booking_value - , subq_32.booking_value_p99 - , subq_32.discrete_booking_value_p99 - , subq_32.approximate_continuous_booking_value_p99 - , subq_32.approximate_discrete_booking_value_p99 + subq_20.ds__day + , subq_20.ds__week + , subq_20.ds__month + , subq_20.ds__quarter + , subq_20.ds__year + , subq_20.ds__extract_year + , subq_20.ds__extract_quarter + , subq_20.ds__extract_month + , subq_20.ds__extract_day + , subq_20.ds__extract_dow + , subq_20.ds__extract_doy + , subq_20.ds_partitioned__day + , subq_20.ds_partitioned__week + , subq_20.ds_partitioned__month + , subq_20.ds_partitioned__quarter + , subq_20.ds_partitioned__year + , subq_20.ds_partitioned__extract_year + , subq_20.ds_partitioned__extract_quarter + , subq_20.ds_partitioned__extract_month + , subq_20.ds_partitioned__extract_day + , subq_20.ds_partitioned__extract_dow + , subq_20.ds_partitioned__extract_doy + , subq_20.paid_at__day + , subq_20.paid_at__week + , subq_20.paid_at__month + , subq_20.paid_at__quarter + , subq_20.paid_at__year + , subq_20.paid_at__extract_year + , subq_20.paid_at__extract_quarter + , subq_20.paid_at__extract_month + , subq_20.paid_at__extract_day + , subq_20.paid_at__extract_dow + , subq_20.paid_at__extract_doy + , subq_20.booking__ds__day + , subq_20.booking__ds__week + , subq_20.booking__ds__month + , subq_20.booking__ds__quarter + , subq_20.booking__ds__year + , subq_20.booking__ds__extract_year + , subq_20.booking__ds__extract_quarter + , subq_20.booking__ds__extract_month + , subq_20.booking__ds__extract_day + , subq_20.booking__ds__extract_dow + , subq_20.booking__ds__extract_doy + , subq_20.booking__ds_partitioned__day + , subq_20.booking__ds_partitioned__week + , subq_20.booking__ds_partitioned__month + , subq_20.booking__ds_partitioned__quarter + , subq_20.booking__ds_partitioned__year + , subq_20.booking__ds_partitioned__extract_year + , subq_20.booking__ds_partitioned__extract_quarter + , subq_20.booking__ds_partitioned__extract_month + , subq_20.booking__ds_partitioned__extract_day + , subq_20.booking__ds_partitioned__extract_dow + , subq_20.booking__ds_partitioned__extract_doy + , subq_20.booking__paid_at__day + , subq_20.booking__paid_at__week + , subq_20.booking__paid_at__month + , subq_20.booking__paid_at__quarter + , subq_20.booking__paid_at__year + , subq_20.booking__paid_at__extract_year + , subq_20.booking__paid_at__extract_quarter + , subq_20.booking__paid_at__extract_month + , subq_20.booking__paid_at__extract_day + , subq_20.booking__paid_at__extract_dow + , subq_20.booking__paid_at__extract_doy + , subq_20.metric_time__day + , subq_20.metric_time__week + , subq_20.metric_time__month + , subq_20.metric_time__quarter + , subq_20.metric_time__year + , subq_20.metric_time__extract_year + , subq_20.metric_time__extract_quarter + , subq_20.metric_time__extract_month + , subq_20.metric_time__extract_day + , subq_20.metric_time__extract_dow + , subq_20.metric_time__extract_doy + , subq_20.listing + , subq_20.guest + , subq_20.host + , subq_20.booking__listing + , subq_20.booking__guest + , subq_20.booking__host + , subq_20.is_instant + , subq_20.booking__is_instant + , subq_20.bookings + , subq_20.instant_bookings + , subq_20.booking_value + , subq_20.max_booking_value + , subq_20.min_booking_value + , subq_20.bookers + , subq_20.average_booking_value + , subq_20.referred_bookings + , subq_20.median_booking_value + , subq_20.booking_value_p99 + , subq_20.discrete_booking_value_p99 + , subq_20.approximate_continuous_booking_value_p99 + , subq_20.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_31.ds__day - , subq_31.ds__week - , subq_31.ds__month - , subq_31.ds__quarter - , subq_31.ds__year - , subq_31.ds__extract_year - , subq_31.ds__extract_quarter - , subq_31.ds__extract_month - , subq_31.ds__extract_day - , subq_31.ds__extract_dow - , subq_31.ds__extract_doy - , subq_31.ds_partitioned__day - , subq_31.ds_partitioned__week - , subq_31.ds_partitioned__month - , subq_31.ds_partitioned__quarter - , subq_31.ds_partitioned__year - , subq_31.ds_partitioned__extract_year - , subq_31.ds_partitioned__extract_quarter - , subq_31.ds_partitioned__extract_month - , subq_31.ds_partitioned__extract_day - , subq_31.ds_partitioned__extract_dow - , subq_31.ds_partitioned__extract_doy - , subq_31.paid_at__day - , subq_31.paid_at__week - , subq_31.paid_at__month - , subq_31.paid_at__quarter - , subq_31.paid_at__year - , subq_31.paid_at__extract_year - , subq_31.paid_at__extract_quarter - , subq_31.paid_at__extract_month - , subq_31.paid_at__extract_day - , subq_31.paid_at__extract_dow - , subq_31.paid_at__extract_doy - , subq_31.booking__ds__day - , subq_31.booking__ds__week - , subq_31.booking__ds__month - , subq_31.booking__ds__quarter - , subq_31.booking__ds__year - , subq_31.booking__ds__extract_year - , subq_31.booking__ds__extract_quarter - , subq_31.booking__ds__extract_month - , subq_31.booking__ds__extract_day - , subq_31.booking__ds__extract_dow - , subq_31.booking__ds__extract_doy - , subq_31.booking__ds_partitioned__day - , subq_31.booking__ds_partitioned__week - , subq_31.booking__ds_partitioned__month - , subq_31.booking__ds_partitioned__quarter - , subq_31.booking__ds_partitioned__year - , subq_31.booking__ds_partitioned__extract_year - , subq_31.booking__ds_partitioned__extract_quarter - , subq_31.booking__ds_partitioned__extract_month - , subq_31.booking__ds_partitioned__extract_day - , subq_31.booking__ds_partitioned__extract_dow - , subq_31.booking__ds_partitioned__extract_doy - , subq_31.booking__paid_at__day - , subq_31.booking__paid_at__week - , subq_31.booking__paid_at__month - , subq_31.booking__paid_at__quarter - , subq_31.booking__paid_at__year - , subq_31.booking__paid_at__extract_year - , subq_31.booking__paid_at__extract_quarter - , subq_31.booking__paid_at__extract_month - , subq_31.booking__paid_at__extract_day - , subq_31.booking__paid_at__extract_dow - , subq_31.booking__paid_at__extract_doy - , subq_31.ds__day AS metric_time__day - , subq_31.ds__week AS metric_time__week - , subq_31.ds__month AS metric_time__month - , subq_31.ds__quarter AS metric_time__quarter - , subq_31.ds__year AS metric_time__year - , subq_31.ds__extract_year AS metric_time__extract_year - , subq_31.ds__extract_quarter AS metric_time__extract_quarter - , subq_31.ds__extract_month AS metric_time__extract_month - , subq_31.ds__extract_day AS metric_time__extract_day - , subq_31.ds__extract_dow AS metric_time__extract_dow - , subq_31.ds__extract_doy AS metric_time__extract_doy - , subq_31.listing - , subq_31.guest - , subq_31.host - , subq_31.booking__listing - , subq_31.booking__guest - , subq_31.booking__host - , subq_31.is_instant - , subq_31.booking__is_instant - , subq_31.bookings - , subq_31.instant_bookings - , subq_31.booking_value - , subq_31.max_booking_value - , subq_31.min_booking_value - , subq_31.bookers - , subq_31.average_booking_value - , subq_31.referred_bookings - , subq_31.median_booking_value - , subq_31.booking_value_p99 - , subq_31.discrete_booking_value_p99 - , subq_31.approximate_continuous_booking_value_p99 - , subq_31.approximate_discrete_booking_value_p99 + subq_19.ds__day + , subq_19.ds__week + , subq_19.ds__month + , subq_19.ds__quarter + , subq_19.ds__year + , subq_19.ds__extract_year + , subq_19.ds__extract_quarter + , subq_19.ds__extract_month + , subq_19.ds__extract_day + , subq_19.ds__extract_dow + , subq_19.ds__extract_doy + , subq_19.ds_partitioned__day + , subq_19.ds_partitioned__week + , subq_19.ds_partitioned__month + , subq_19.ds_partitioned__quarter + , subq_19.ds_partitioned__year + , subq_19.ds_partitioned__extract_year + , subq_19.ds_partitioned__extract_quarter + , subq_19.ds_partitioned__extract_month + , subq_19.ds_partitioned__extract_day + , subq_19.ds_partitioned__extract_dow + , subq_19.ds_partitioned__extract_doy + , subq_19.paid_at__day + , subq_19.paid_at__week + , subq_19.paid_at__month + , subq_19.paid_at__quarter + , subq_19.paid_at__year + , subq_19.paid_at__extract_year + , subq_19.paid_at__extract_quarter + , subq_19.paid_at__extract_month + , subq_19.paid_at__extract_day + , subq_19.paid_at__extract_dow + , subq_19.paid_at__extract_doy + , subq_19.booking__ds__day + , subq_19.booking__ds__week + , subq_19.booking__ds__month + , subq_19.booking__ds__quarter + , subq_19.booking__ds__year + , subq_19.booking__ds__extract_year + , subq_19.booking__ds__extract_quarter + , subq_19.booking__ds__extract_month + , subq_19.booking__ds__extract_day + , subq_19.booking__ds__extract_dow + , subq_19.booking__ds__extract_doy + , subq_19.booking__ds_partitioned__day + , subq_19.booking__ds_partitioned__week + , subq_19.booking__ds_partitioned__month + , subq_19.booking__ds_partitioned__quarter + , subq_19.booking__ds_partitioned__year + , subq_19.booking__ds_partitioned__extract_year + , subq_19.booking__ds_partitioned__extract_quarter + , subq_19.booking__ds_partitioned__extract_month + , subq_19.booking__ds_partitioned__extract_day + , subq_19.booking__ds_partitioned__extract_dow + , subq_19.booking__ds_partitioned__extract_doy + , subq_19.booking__paid_at__day + , subq_19.booking__paid_at__week + , subq_19.booking__paid_at__month + , subq_19.booking__paid_at__quarter + , subq_19.booking__paid_at__year + , subq_19.booking__paid_at__extract_year + , subq_19.booking__paid_at__extract_quarter + , subq_19.booking__paid_at__extract_month + , subq_19.booking__paid_at__extract_day + , subq_19.booking__paid_at__extract_dow + , subq_19.booking__paid_at__extract_doy + , subq_19.ds__day AS metric_time__day + , subq_19.ds__week AS metric_time__week + , subq_19.ds__month AS metric_time__month + , subq_19.ds__quarter AS metric_time__quarter + , subq_19.ds__year AS metric_time__year + , subq_19.ds__extract_year AS metric_time__extract_year + , subq_19.ds__extract_quarter AS metric_time__extract_quarter + , subq_19.ds__extract_month AS metric_time__extract_month + , subq_19.ds__extract_day AS metric_time__extract_day + , subq_19.ds__extract_dow AS metric_time__extract_dow + , subq_19.ds__extract_doy AS metric_time__extract_doy + , subq_19.listing + , subq_19.guest + , subq_19.host + , subq_19.booking__listing + , subq_19.booking__guest + , subq_19.booking__host + , subq_19.is_instant + , subq_19.booking__is_instant + , subq_19.bookings + , subq_19.instant_bookings + , subq_19.booking_value + , subq_19.max_booking_value + , subq_19.min_booking_value + , subq_19.bookers + , subq_19.average_booking_value + , subq_19.referred_bookings + , subq_19.median_booking_value + , subq_19.booking_value_p99 + , subq_19.discrete_booking_value_p99 + , subq_19.approximate_continuous_booking_value_p99 + , subq_19.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -825,86 +825,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_31 - ) subq_32 + ) subq_19 + ) subq_20 WHERE booking__is_instant - ) subq_33 - ) subq_34 + ) subq_21 + ) subq_22 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_36.listing - , subq_36.is_lux_latest + subq_24.listing + , subq_24.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_35.ds__day - , subq_35.ds__week - , subq_35.ds__month - , subq_35.ds__quarter - , subq_35.ds__year - , subq_35.ds__extract_year - , subq_35.ds__extract_quarter - , subq_35.ds__extract_month - , subq_35.ds__extract_day - , subq_35.ds__extract_dow - , subq_35.ds__extract_doy - , subq_35.created_at__day - , subq_35.created_at__week - , subq_35.created_at__month - , subq_35.created_at__quarter - , subq_35.created_at__year - , subq_35.created_at__extract_year - , subq_35.created_at__extract_quarter - , subq_35.created_at__extract_month - , subq_35.created_at__extract_day - , subq_35.created_at__extract_dow - , subq_35.created_at__extract_doy - , subq_35.listing__ds__day - , subq_35.listing__ds__week - , subq_35.listing__ds__month - , subq_35.listing__ds__quarter - , subq_35.listing__ds__year - , subq_35.listing__ds__extract_year - , subq_35.listing__ds__extract_quarter - , subq_35.listing__ds__extract_month - , subq_35.listing__ds__extract_day - , subq_35.listing__ds__extract_dow - , subq_35.listing__ds__extract_doy - , subq_35.listing__created_at__day - , subq_35.listing__created_at__week - , subq_35.listing__created_at__month - , subq_35.listing__created_at__quarter - , subq_35.listing__created_at__year - , subq_35.listing__created_at__extract_year - , subq_35.listing__created_at__extract_quarter - , subq_35.listing__created_at__extract_month - , subq_35.listing__created_at__extract_day - , subq_35.listing__created_at__extract_dow - , subq_35.listing__created_at__extract_doy - , subq_35.ds__day AS metric_time__day - , subq_35.ds__week AS metric_time__week - , subq_35.ds__month AS metric_time__month - , subq_35.ds__quarter AS metric_time__quarter - , subq_35.ds__year AS metric_time__year - , subq_35.ds__extract_year AS metric_time__extract_year - , subq_35.ds__extract_quarter AS metric_time__extract_quarter - , subq_35.ds__extract_month AS metric_time__extract_month - , subq_35.ds__extract_day AS metric_time__extract_day - , subq_35.ds__extract_dow AS metric_time__extract_dow - , subq_35.ds__extract_doy AS metric_time__extract_doy - , subq_35.listing - , subq_35.user - , subq_35.listing__user - , subq_35.country_latest - , subq_35.is_lux_latest - , subq_35.capacity_latest - , subq_35.listing__country_latest - , subq_35.listing__is_lux_latest - , subq_35.listing__capacity_latest - , subq_35.listings - , subq_35.largest_listing - , subq_35.smallest_listing + subq_23.ds__day + , subq_23.ds__week + , subq_23.ds__month + , subq_23.ds__quarter + , subq_23.ds__year + , subq_23.ds__extract_year + , subq_23.ds__extract_quarter + , subq_23.ds__extract_month + , subq_23.ds__extract_day + , subq_23.ds__extract_dow + , subq_23.ds__extract_doy + , subq_23.created_at__day + , subq_23.created_at__week + , subq_23.created_at__month + , subq_23.created_at__quarter + , subq_23.created_at__year + , subq_23.created_at__extract_year + , subq_23.created_at__extract_quarter + , subq_23.created_at__extract_month + , subq_23.created_at__extract_day + , subq_23.created_at__extract_dow + , subq_23.created_at__extract_doy + , subq_23.listing__ds__day + , subq_23.listing__ds__week + , subq_23.listing__ds__month + , subq_23.listing__ds__quarter + , subq_23.listing__ds__year + , subq_23.listing__ds__extract_year + , subq_23.listing__ds__extract_quarter + , subq_23.listing__ds__extract_month + , subq_23.listing__ds__extract_day + , subq_23.listing__ds__extract_dow + , subq_23.listing__ds__extract_doy + , subq_23.listing__created_at__day + , subq_23.listing__created_at__week + , subq_23.listing__created_at__month + , subq_23.listing__created_at__quarter + , subq_23.listing__created_at__year + , subq_23.listing__created_at__extract_year + , subq_23.listing__created_at__extract_quarter + , subq_23.listing__created_at__extract_month + , subq_23.listing__created_at__extract_day + , subq_23.listing__created_at__extract_dow + , subq_23.listing__created_at__extract_doy + , subq_23.ds__day AS metric_time__day + , subq_23.ds__week AS metric_time__week + , subq_23.ds__month AS metric_time__month + , subq_23.ds__quarter AS metric_time__quarter + , subq_23.ds__year AS metric_time__year + , subq_23.ds__extract_year AS metric_time__extract_year + , subq_23.ds__extract_quarter AS metric_time__extract_quarter + , subq_23.ds__extract_month AS metric_time__extract_month + , subq_23.ds__extract_day AS metric_time__extract_day + , subq_23.ds__extract_dow AS metric_time__extract_dow + , subq_23.ds__extract_doy AS metric_time__extract_doy + , subq_23.listing + , subq_23.user + , subq_23.listing__user + , subq_23.country_latest + , subq_23.is_lux_latest + , subq_23.capacity_latest + , subq_23.listing__country_latest + , subq_23.listing__is_lux_latest + , subq_23.listing__capacity_latest + , subq_23.listings + , subq_23.largest_listing + , subq_23.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -965,242 +965,242 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_35 - ) subq_36 - ) subq_37 + ) subq_23 + ) subq_24 + ) subq_25 ON - subq_34.listing = subq_37.listing - ) subq_38 - ) subq_39 + subq_22.listing = subq_25.listing + ) subq_26 + ) subq_27 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_40 - ) subq_41 - ) subq_42 - ) subq_43 + ) subq_28 + ) subq_29 + ) subq_30 + ) subq_31 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_50.booking_value + subq_38.booking_value FROM ( -- Aggregate Measures SELECT - SUM(subq_49.booking_value) AS booking_value + SUM(subq_37.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value',] SELECT - subq_48.booking_value + subq_36.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_47.booking__is_instant - , subq_47.booking_value + subq_35.booking__is_instant + , subq_35.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - subq_46.booking__is_instant - , subq_46.booking_value + subq_34.booking__is_instant + , subq_34.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_45.ds__day - , subq_45.ds__week - , subq_45.ds__month - , subq_45.ds__quarter - , subq_45.ds__year - , subq_45.ds__extract_year - , subq_45.ds__extract_quarter - , subq_45.ds__extract_month - , subq_45.ds__extract_day - , subq_45.ds__extract_dow - , subq_45.ds__extract_doy - , subq_45.ds_partitioned__day - , subq_45.ds_partitioned__week - , subq_45.ds_partitioned__month - , subq_45.ds_partitioned__quarter - , subq_45.ds_partitioned__year - , subq_45.ds_partitioned__extract_year - , subq_45.ds_partitioned__extract_quarter - , subq_45.ds_partitioned__extract_month - , subq_45.ds_partitioned__extract_day - , subq_45.ds_partitioned__extract_dow - , subq_45.ds_partitioned__extract_doy - , subq_45.paid_at__day - , subq_45.paid_at__week - , subq_45.paid_at__month - , subq_45.paid_at__quarter - , subq_45.paid_at__year - , subq_45.paid_at__extract_year - , subq_45.paid_at__extract_quarter - , subq_45.paid_at__extract_month - , subq_45.paid_at__extract_day - , subq_45.paid_at__extract_dow - , subq_45.paid_at__extract_doy - , subq_45.booking__ds__day - , subq_45.booking__ds__week - , subq_45.booking__ds__month - , subq_45.booking__ds__quarter - , subq_45.booking__ds__year - , subq_45.booking__ds__extract_year - , subq_45.booking__ds__extract_quarter - , subq_45.booking__ds__extract_month - , subq_45.booking__ds__extract_day - , subq_45.booking__ds__extract_dow - , subq_45.booking__ds__extract_doy - , subq_45.booking__ds_partitioned__day - , subq_45.booking__ds_partitioned__week - , subq_45.booking__ds_partitioned__month - , subq_45.booking__ds_partitioned__quarter - , subq_45.booking__ds_partitioned__year - , subq_45.booking__ds_partitioned__extract_year - , subq_45.booking__ds_partitioned__extract_quarter - , subq_45.booking__ds_partitioned__extract_month - , subq_45.booking__ds_partitioned__extract_day - , subq_45.booking__ds_partitioned__extract_dow - , subq_45.booking__ds_partitioned__extract_doy - , subq_45.booking__paid_at__day - , subq_45.booking__paid_at__week - , subq_45.booking__paid_at__month - , subq_45.booking__paid_at__quarter - , subq_45.booking__paid_at__year - , subq_45.booking__paid_at__extract_year - , subq_45.booking__paid_at__extract_quarter - , subq_45.booking__paid_at__extract_month - , subq_45.booking__paid_at__extract_day - , subq_45.booking__paid_at__extract_dow - , subq_45.booking__paid_at__extract_doy - , subq_45.metric_time__day - , subq_45.metric_time__week - , subq_45.metric_time__month - , subq_45.metric_time__quarter - , subq_45.metric_time__year - , subq_45.metric_time__extract_year - , subq_45.metric_time__extract_quarter - , subq_45.metric_time__extract_month - , subq_45.metric_time__extract_day - , subq_45.metric_time__extract_dow - , subq_45.metric_time__extract_doy - , subq_45.listing - , subq_45.guest - , subq_45.host - , subq_45.booking__listing - , subq_45.booking__guest - , subq_45.booking__host - , subq_45.is_instant - , subq_45.booking__is_instant - , subq_45.bookings - , subq_45.instant_bookings - , subq_45.booking_value - , subq_45.max_booking_value - , subq_45.min_booking_value - , subq_45.bookers - , subq_45.average_booking_value - , subq_45.referred_bookings - , subq_45.median_booking_value - , subq_45.booking_value_p99 - , subq_45.discrete_booking_value_p99 - , subq_45.approximate_continuous_booking_value_p99 - , subq_45.approximate_discrete_booking_value_p99 + subq_33.ds__day + , subq_33.ds__week + , subq_33.ds__month + , subq_33.ds__quarter + , subq_33.ds__year + , subq_33.ds__extract_year + , subq_33.ds__extract_quarter + , subq_33.ds__extract_month + , subq_33.ds__extract_day + , subq_33.ds__extract_dow + , subq_33.ds__extract_doy + , subq_33.ds_partitioned__day + , subq_33.ds_partitioned__week + , subq_33.ds_partitioned__month + , subq_33.ds_partitioned__quarter + , subq_33.ds_partitioned__year + , subq_33.ds_partitioned__extract_year + , subq_33.ds_partitioned__extract_quarter + , subq_33.ds_partitioned__extract_month + , subq_33.ds_partitioned__extract_day + , subq_33.ds_partitioned__extract_dow + , subq_33.ds_partitioned__extract_doy + , subq_33.paid_at__day + , subq_33.paid_at__week + , subq_33.paid_at__month + , subq_33.paid_at__quarter + , subq_33.paid_at__year + , subq_33.paid_at__extract_year + , subq_33.paid_at__extract_quarter + , subq_33.paid_at__extract_month + , subq_33.paid_at__extract_day + , subq_33.paid_at__extract_dow + , subq_33.paid_at__extract_doy + , subq_33.booking__ds__day + , subq_33.booking__ds__week + , subq_33.booking__ds__month + , subq_33.booking__ds__quarter + , subq_33.booking__ds__year + , subq_33.booking__ds__extract_year + , subq_33.booking__ds__extract_quarter + , subq_33.booking__ds__extract_month + , subq_33.booking__ds__extract_day + , subq_33.booking__ds__extract_dow + , subq_33.booking__ds__extract_doy + , subq_33.booking__ds_partitioned__day + , subq_33.booking__ds_partitioned__week + , subq_33.booking__ds_partitioned__month + , subq_33.booking__ds_partitioned__quarter + , subq_33.booking__ds_partitioned__year + , subq_33.booking__ds_partitioned__extract_year + , subq_33.booking__ds_partitioned__extract_quarter + , subq_33.booking__ds_partitioned__extract_month + , subq_33.booking__ds_partitioned__extract_day + , subq_33.booking__ds_partitioned__extract_dow + , subq_33.booking__ds_partitioned__extract_doy + , subq_33.booking__paid_at__day + , subq_33.booking__paid_at__week + , subq_33.booking__paid_at__month + , subq_33.booking__paid_at__quarter + , subq_33.booking__paid_at__year + , subq_33.booking__paid_at__extract_year + , subq_33.booking__paid_at__extract_quarter + , subq_33.booking__paid_at__extract_month + , subq_33.booking__paid_at__extract_day + , subq_33.booking__paid_at__extract_dow + , subq_33.booking__paid_at__extract_doy + , subq_33.metric_time__day + , subq_33.metric_time__week + , subq_33.metric_time__month + , subq_33.metric_time__quarter + , subq_33.metric_time__year + , subq_33.metric_time__extract_year + , subq_33.metric_time__extract_quarter + , subq_33.metric_time__extract_month + , subq_33.metric_time__extract_day + , subq_33.metric_time__extract_dow + , subq_33.metric_time__extract_doy + , subq_33.listing + , subq_33.guest + , subq_33.host + , subq_33.booking__listing + , subq_33.booking__guest + , subq_33.booking__host + , subq_33.is_instant + , subq_33.booking__is_instant + , subq_33.bookings + , subq_33.instant_bookings + , subq_33.booking_value + , subq_33.max_booking_value + , subq_33.min_booking_value + , subq_33.bookers + , subq_33.average_booking_value + , subq_33.referred_bookings + , subq_33.median_booking_value + , subq_33.booking_value_p99 + , subq_33.discrete_booking_value_p99 + , subq_33.approximate_continuous_booking_value_p99 + , subq_33.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_44.ds__day - , subq_44.ds__week - , subq_44.ds__month - , subq_44.ds__quarter - , subq_44.ds__year - , subq_44.ds__extract_year - , subq_44.ds__extract_quarter - , subq_44.ds__extract_month - , subq_44.ds__extract_day - , subq_44.ds__extract_dow - , subq_44.ds__extract_doy - , subq_44.ds_partitioned__day - , subq_44.ds_partitioned__week - , subq_44.ds_partitioned__month - , subq_44.ds_partitioned__quarter - , subq_44.ds_partitioned__year - , subq_44.ds_partitioned__extract_year - , subq_44.ds_partitioned__extract_quarter - , subq_44.ds_partitioned__extract_month - , subq_44.ds_partitioned__extract_day - , subq_44.ds_partitioned__extract_dow - , subq_44.ds_partitioned__extract_doy - , subq_44.paid_at__day - , subq_44.paid_at__week - , subq_44.paid_at__month - , subq_44.paid_at__quarter - , subq_44.paid_at__year - , subq_44.paid_at__extract_year - , subq_44.paid_at__extract_quarter - , subq_44.paid_at__extract_month - , subq_44.paid_at__extract_day - , subq_44.paid_at__extract_dow - , subq_44.paid_at__extract_doy - , subq_44.booking__ds__day - , subq_44.booking__ds__week - , subq_44.booking__ds__month - , subq_44.booking__ds__quarter - , subq_44.booking__ds__year - , subq_44.booking__ds__extract_year - , subq_44.booking__ds__extract_quarter - , subq_44.booking__ds__extract_month - , subq_44.booking__ds__extract_day - , subq_44.booking__ds__extract_dow - , subq_44.booking__ds__extract_doy - , subq_44.booking__ds_partitioned__day - , subq_44.booking__ds_partitioned__week - , subq_44.booking__ds_partitioned__month - , subq_44.booking__ds_partitioned__quarter - , subq_44.booking__ds_partitioned__year - , subq_44.booking__ds_partitioned__extract_year - , subq_44.booking__ds_partitioned__extract_quarter - , subq_44.booking__ds_partitioned__extract_month - , subq_44.booking__ds_partitioned__extract_day - , subq_44.booking__ds_partitioned__extract_dow - , subq_44.booking__ds_partitioned__extract_doy - , subq_44.booking__paid_at__day - , subq_44.booking__paid_at__week - , subq_44.booking__paid_at__month - , subq_44.booking__paid_at__quarter - , subq_44.booking__paid_at__year - , subq_44.booking__paid_at__extract_year - , subq_44.booking__paid_at__extract_quarter - , subq_44.booking__paid_at__extract_month - , subq_44.booking__paid_at__extract_day - , subq_44.booking__paid_at__extract_dow - , subq_44.booking__paid_at__extract_doy - , subq_44.ds__day AS metric_time__day - , subq_44.ds__week AS metric_time__week - , subq_44.ds__month AS metric_time__month - , subq_44.ds__quarter AS metric_time__quarter - , subq_44.ds__year AS metric_time__year - , subq_44.ds__extract_year AS metric_time__extract_year - , subq_44.ds__extract_quarter AS metric_time__extract_quarter - , subq_44.ds__extract_month AS metric_time__extract_month - , subq_44.ds__extract_day AS metric_time__extract_day - , subq_44.ds__extract_dow AS metric_time__extract_dow - , subq_44.ds__extract_doy AS metric_time__extract_doy - , subq_44.listing - , subq_44.guest - , subq_44.host - , subq_44.booking__listing - , subq_44.booking__guest - , subq_44.booking__host - , subq_44.is_instant - , subq_44.booking__is_instant - , subq_44.bookings - , subq_44.instant_bookings - , subq_44.booking_value - , subq_44.max_booking_value - , subq_44.min_booking_value - , subq_44.bookers - , subq_44.average_booking_value - , subq_44.referred_bookings - , subq_44.median_booking_value - , subq_44.booking_value_p99 - , subq_44.discrete_booking_value_p99 - , subq_44.approximate_continuous_booking_value_p99 - , subq_44.approximate_discrete_booking_value_p99 + subq_32.ds__day + , subq_32.ds__week + , subq_32.ds__month + , subq_32.ds__quarter + , subq_32.ds__year + , subq_32.ds__extract_year + , subq_32.ds__extract_quarter + , subq_32.ds__extract_month + , subq_32.ds__extract_day + , subq_32.ds__extract_dow + , subq_32.ds__extract_doy + , subq_32.ds_partitioned__day + , subq_32.ds_partitioned__week + , subq_32.ds_partitioned__month + , subq_32.ds_partitioned__quarter + , subq_32.ds_partitioned__year + , subq_32.ds_partitioned__extract_year + , subq_32.ds_partitioned__extract_quarter + , subq_32.ds_partitioned__extract_month + , subq_32.ds_partitioned__extract_day + , subq_32.ds_partitioned__extract_dow + , subq_32.ds_partitioned__extract_doy + , subq_32.paid_at__day + , subq_32.paid_at__week + , subq_32.paid_at__month + , subq_32.paid_at__quarter + , subq_32.paid_at__year + , subq_32.paid_at__extract_year + , subq_32.paid_at__extract_quarter + , subq_32.paid_at__extract_month + , subq_32.paid_at__extract_day + , subq_32.paid_at__extract_dow + , subq_32.paid_at__extract_doy + , subq_32.booking__ds__day + , subq_32.booking__ds__week + , subq_32.booking__ds__month + , subq_32.booking__ds__quarter + , subq_32.booking__ds__year + , subq_32.booking__ds__extract_year + , subq_32.booking__ds__extract_quarter + , subq_32.booking__ds__extract_month + , subq_32.booking__ds__extract_day + , subq_32.booking__ds__extract_dow + , subq_32.booking__ds__extract_doy + , subq_32.booking__ds_partitioned__day + , subq_32.booking__ds_partitioned__week + , subq_32.booking__ds_partitioned__month + , subq_32.booking__ds_partitioned__quarter + , subq_32.booking__ds_partitioned__year + , subq_32.booking__ds_partitioned__extract_year + , subq_32.booking__ds_partitioned__extract_quarter + , subq_32.booking__ds_partitioned__extract_month + , subq_32.booking__ds_partitioned__extract_day + , subq_32.booking__ds_partitioned__extract_dow + , subq_32.booking__ds_partitioned__extract_doy + , subq_32.booking__paid_at__day + , subq_32.booking__paid_at__week + , subq_32.booking__paid_at__month + , subq_32.booking__paid_at__quarter + , subq_32.booking__paid_at__year + , subq_32.booking__paid_at__extract_year + , subq_32.booking__paid_at__extract_quarter + , subq_32.booking__paid_at__extract_month + , subq_32.booking__paid_at__extract_day + , subq_32.booking__paid_at__extract_dow + , subq_32.booking__paid_at__extract_doy + , subq_32.ds__day AS metric_time__day + , subq_32.ds__week AS metric_time__week + , subq_32.ds__month AS metric_time__month + , subq_32.ds__quarter AS metric_time__quarter + , subq_32.ds__year AS metric_time__year + , subq_32.ds__extract_year AS metric_time__extract_year + , subq_32.ds__extract_quarter AS metric_time__extract_quarter + , subq_32.ds__extract_month AS metric_time__extract_month + , subq_32.ds__extract_day AS metric_time__extract_day + , subq_32.ds__extract_dow AS metric_time__extract_dow + , subq_32.ds__extract_doy AS metric_time__extract_doy + , subq_32.listing + , subq_32.guest + , subq_32.host + , subq_32.booking__listing + , subq_32.booking__guest + , subq_32.booking__host + , subq_32.is_instant + , subq_32.booking__is_instant + , subq_32.bookings + , subq_32.instant_bookings + , subq_32.booking_value + , subq_32.max_booking_value + , subq_32.min_booking_value + , subq_32.bookers + , subq_32.average_booking_value + , subq_32.referred_bookings + , subq_32.median_booking_value + , subq_32.booking_value_p99 + , subq_32.discrete_booking_value_p99 + , subq_32.approximate_continuous_booking_value_p99 + , subq_32.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -1293,15 +1293,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_44 - ) subq_45 + ) subq_32 + ) subq_33 WHERE booking__is_instant - ) subq_46 - ) subq_47 + ) subq_34 + ) subq_35 WHERE booking__is_instant - ) subq_48 - ) subq_49 - ) subq_50 - ) subq_51 - ) subq_52 -) subq_53 + ) subq_36 + ) subq_37 + ) subq_38 + ) subq_39 + ) subq_40 +) subq_41 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_nested_filters__plan0_optimized.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_nested_filters__plan0_optimized.sql index a0fdc735bd..60a09b752b 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_nested_filters__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_nested_filters__plan0_optimized.sql @@ -8,9 +8,9 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_66.average_booking_value) AS average_booking_value - , MAX(subq_79.bookings) AS bookings - , MAX(subq_87.booking_value) AS booking_value + MAX(subq_54.average_booking_value) AS average_booking_value + , MAX(subq_67.bookings) AS bookings + , MAX(subq_75.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value',] @@ -22,9 +22,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_57.booking__is_instant AS booking__is_instant + subq_45.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_57.average_booking_value AS average_booking_value + , subq_45.average_booking_value AS average_booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] @@ -40,16 +40,16 @@ FROM ( , is_instant AS booking__is_instant , booking_value AS average_booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_55 + ) subq_43 WHERE booking__is_instant - ) subq_57 + ) subq_45 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_57.listing = listings_latest_src_28000.listing_id - ) subq_62 + subq_45.listing = listings_latest_src_28000.listing_id + ) subq_50 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_66 + ) subq_54 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings',] @@ -61,9 +61,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_70.booking__is_instant AS booking__is_instant + subq_58.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_70.bookings AS bookings + , subq_58.bookings AS bookings FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] @@ -79,16 +79,16 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_68 + ) subq_56 WHERE booking__is_instant - ) subq_70 + ) subq_58 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_70.listing = listings_latest_src_28000.listing_id - ) subq_75 + subq_58.listing = listings_latest_src_28000.listing_id + ) subq_63 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_79 + ) subq_67 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value',] @@ -109,10 +109,10 @@ FROM ( is_instant AS booking__is_instant , booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_81 + ) subq_69 WHERE booking__is_instant - ) subq_83 + ) subq_71 WHERE booking__is_instant - ) subq_87 - ) subq_88 -) subq_89 + ) subq_75 + ) subq_76 +) subq_77 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Trino/test_nested_filters__plan0.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Trino/test_nested_filters__plan0.sql index d6ea5d1211..6fea622708 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Trino/test_nested_filters__plan0.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Trino/test_nested_filters__plan0.sql @@ -8,248 +8,248 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_30.average_booking_value) AS average_booking_value - , MAX(subq_43.bookings) AS bookings - , MAX(subq_51.booking_value) AS booking_value + MAX(subq_18.average_booking_value) AS average_booking_value + , MAX(subq_31.bookings) AS bookings + , MAX(subq_39.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_29.average_booking_value + subq_17.average_booking_value FROM ( -- Aggregate Measures SELECT - AVG(subq_28.average_booking_value) AS average_booking_value + AVG(subq_16.average_booking_value) AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value',] SELECT - subq_27.average_booking_value + subq_15.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_26.booking__is_instant - , subq_26.listing__is_lux_latest - , subq_26.average_booking_value + subq_14.booking__is_instant + , subq_14.listing__is_lux_latest + , subq_14.average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_25.booking__is_instant - , subq_25.listing__is_lux_latest - , subq_25.average_booking_value + subq_13.booking__is_instant + , subq_13.listing__is_lux_latest + , subq_13.average_booking_value FROM ( -- Join Standard Outputs SELECT - subq_21.listing AS listing - , subq_21.booking__is_instant AS booking__is_instant - , subq_24.is_lux_latest AS listing__is_lux_latest - , subq_21.average_booking_value AS average_booking_value + subq_9.listing AS listing + , subq_9.booking__is_instant AS booking__is_instant + , subq_12.is_lux_latest AS listing__is_lux_latest + , subq_9.average_booking_value AS average_booking_value FROM ( -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] SELECT - subq_20.listing - , subq_20.booking__is_instant - , subq_20.average_booking_value + subq_8.listing + , subq_8.booking__is_instant + , subq_8.average_booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_19.ds__day - , subq_19.ds__week - , subq_19.ds__month - , subq_19.ds__quarter - , subq_19.ds__year - , subq_19.ds__extract_year - , subq_19.ds__extract_quarter - , subq_19.ds__extract_month - , subq_19.ds__extract_day - , subq_19.ds__extract_dow - , subq_19.ds__extract_doy - , subq_19.ds_partitioned__day - , subq_19.ds_partitioned__week - , subq_19.ds_partitioned__month - , subq_19.ds_partitioned__quarter - , subq_19.ds_partitioned__year - , subq_19.ds_partitioned__extract_year - , subq_19.ds_partitioned__extract_quarter - , subq_19.ds_partitioned__extract_month - , subq_19.ds_partitioned__extract_day - , subq_19.ds_partitioned__extract_dow - , subq_19.ds_partitioned__extract_doy - , subq_19.paid_at__day - , subq_19.paid_at__week - , subq_19.paid_at__month - , subq_19.paid_at__quarter - , subq_19.paid_at__year - , subq_19.paid_at__extract_year - , subq_19.paid_at__extract_quarter - , subq_19.paid_at__extract_month - , subq_19.paid_at__extract_day - , subq_19.paid_at__extract_dow - , subq_19.paid_at__extract_doy - , subq_19.booking__ds__day - , subq_19.booking__ds__week - , subq_19.booking__ds__month - , subq_19.booking__ds__quarter - , subq_19.booking__ds__year - , subq_19.booking__ds__extract_year - , subq_19.booking__ds__extract_quarter - , subq_19.booking__ds__extract_month - , subq_19.booking__ds__extract_day - , subq_19.booking__ds__extract_dow - , subq_19.booking__ds__extract_doy - , subq_19.booking__ds_partitioned__day - , subq_19.booking__ds_partitioned__week - , subq_19.booking__ds_partitioned__month - , subq_19.booking__ds_partitioned__quarter - , subq_19.booking__ds_partitioned__year - , subq_19.booking__ds_partitioned__extract_year - , subq_19.booking__ds_partitioned__extract_quarter - , subq_19.booking__ds_partitioned__extract_month - , subq_19.booking__ds_partitioned__extract_day - , subq_19.booking__ds_partitioned__extract_dow - , subq_19.booking__ds_partitioned__extract_doy - , subq_19.booking__paid_at__day - , subq_19.booking__paid_at__week - , subq_19.booking__paid_at__month - , subq_19.booking__paid_at__quarter - , subq_19.booking__paid_at__year - , subq_19.booking__paid_at__extract_year - , subq_19.booking__paid_at__extract_quarter - , subq_19.booking__paid_at__extract_month - , subq_19.booking__paid_at__extract_day - , subq_19.booking__paid_at__extract_dow - , subq_19.booking__paid_at__extract_doy - , subq_19.metric_time__day - , subq_19.metric_time__week - , subq_19.metric_time__month - , subq_19.metric_time__quarter - , subq_19.metric_time__year - , subq_19.metric_time__extract_year - , subq_19.metric_time__extract_quarter - , subq_19.metric_time__extract_month - , subq_19.metric_time__extract_day - , subq_19.metric_time__extract_dow - , subq_19.metric_time__extract_doy - , subq_19.listing - , subq_19.guest - , subq_19.host - , subq_19.booking__listing - , subq_19.booking__guest - , subq_19.booking__host - , subq_19.is_instant - , subq_19.booking__is_instant - , subq_19.bookings - , subq_19.instant_bookings - , subq_19.booking_value - , subq_19.max_booking_value - , subq_19.min_booking_value - , subq_19.bookers - , subq_19.average_booking_value - , subq_19.referred_bookings - , subq_19.median_booking_value - , subq_19.booking_value_p99 - , subq_19.discrete_booking_value_p99 - , subq_19.approximate_continuous_booking_value_p99 - , subq_19.approximate_discrete_booking_value_p99 + subq_7.ds__day + , subq_7.ds__week + , subq_7.ds__month + , subq_7.ds__quarter + , subq_7.ds__year + , subq_7.ds__extract_year + , subq_7.ds__extract_quarter + , subq_7.ds__extract_month + , subq_7.ds__extract_day + , subq_7.ds__extract_dow + , subq_7.ds__extract_doy + , subq_7.ds_partitioned__day + , subq_7.ds_partitioned__week + , subq_7.ds_partitioned__month + , subq_7.ds_partitioned__quarter + , subq_7.ds_partitioned__year + , subq_7.ds_partitioned__extract_year + , subq_7.ds_partitioned__extract_quarter + , subq_7.ds_partitioned__extract_month + , subq_7.ds_partitioned__extract_day + , subq_7.ds_partitioned__extract_dow + , subq_7.ds_partitioned__extract_doy + , subq_7.paid_at__day + , subq_7.paid_at__week + , subq_7.paid_at__month + , subq_7.paid_at__quarter + , subq_7.paid_at__year + , subq_7.paid_at__extract_year + , subq_7.paid_at__extract_quarter + , subq_7.paid_at__extract_month + , subq_7.paid_at__extract_day + , subq_7.paid_at__extract_dow + , subq_7.paid_at__extract_doy + , subq_7.booking__ds__day + , subq_7.booking__ds__week + , subq_7.booking__ds__month + , subq_7.booking__ds__quarter + , subq_7.booking__ds__year + , subq_7.booking__ds__extract_year + , subq_7.booking__ds__extract_quarter + , subq_7.booking__ds__extract_month + , subq_7.booking__ds__extract_day + , subq_7.booking__ds__extract_dow + , subq_7.booking__ds__extract_doy + , subq_7.booking__ds_partitioned__day + , subq_7.booking__ds_partitioned__week + , subq_7.booking__ds_partitioned__month + , subq_7.booking__ds_partitioned__quarter + , subq_7.booking__ds_partitioned__year + , subq_7.booking__ds_partitioned__extract_year + , subq_7.booking__ds_partitioned__extract_quarter + , subq_7.booking__ds_partitioned__extract_month + , subq_7.booking__ds_partitioned__extract_day + , subq_7.booking__ds_partitioned__extract_dow + , subq_7.booking__ds_partitioned__extract_doy + , subq_7.booking__paid_at__day + , subq_7.booking__paid_at__week + , subq_7.booking__paid_at__month + , subq_7.booking__paid_at__quarter + , subq_7.booking__paid_at__year + , subq_7.booking__paid_at__extract_year + , subq_7.booking__paid_at__extract_quarter + , subq_7.booking__paid_at__extract_month + , subq_7.booking__paid_at__extract_day + , subq_7.booking__paid_at__extract_dow + , subq_7.booking__paid_at__extract_doy + , subq_7.metric_time__day + , subq_7.metric_time__week + , subq_7.metric_time__month + , subq_7.metric_time__quarter + , subq_7.metric_time__year + , subq_7.metric_time__extract_year + , subq_7.metric_time__extract_quarter + , subq_7.metric_time__extract_month + , subq_7.metric_time__extract_day + , subq_7.metric_time__extract_dow + , subq_7.metric_time__extract_doy + , subq_7.listing + , subq_7.guest + , subq_7.host + , subq_7.booking__listing + , subq_7.booking__guest + , subq_7.booking__host + , subq_7.is_instant + , subq_7.booking__is_instant + , subq_7.bookings + , subq_7.instant_bookings + , subq_7.booking_value + , subq_7.max_booking_value + , subq_7.min_booking_value + , subq_7.bookers + , subq_7.average_booking_value + , subq_7.referred_bookings + , subq_7.median_booking_value + , subq_7.booking_value_p99 + , subq_7.discrete_booking_value_p99 + , subq_7.approximate_continuous_booking_value_p99 + , subq_7.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_18.ds__day - , subq_18.ds__week - , subq_18.ds__month - , subq_18.ds__quarter - , subq_18.ds__year - , subq_18.ds__extract_year - , subq_18.ds__extract_quarter - , subq_18.ds__extract_month - , subq_18.ds__extract_day - , subq_18.ds__extract_dow - , subq_18.ds__extract_doy - , subq_18.ds_partitioned__day - , subq_18.ds_partitioned__week - , subq_18.ds_partitioned__month - , subq_18.ds_partitioned__quarter - , subq_18.ds_partitioned__year - , subq_18.ds_partitioned__extract_year - , subq_18.ds_partitioned__extract_quarter - , subq_18.ds_partitioned__extract_month - , subq_18.ds_partitioned__extract_day - , subq_18.ds_partitioned__extract_dow - , subq_18.ds_partitioned__extract_doy - , subq_18.paid_at__day - , subq_18.paid_at__week - , subq_18.paid_at__month - , subq_18.paid_at__quarter - , subq_18.paid_at__year - , subq_18.paid_at__extract_year - , subq_18.paid_at__extract_quarter - , subq_18.paid_at__extract_month - , subq_18.paid_at__extract_day - , subq_18.paid_at__extract_dow - , subq_18.paid_at__extract_doy - , subq_18.booking__ds__day - , subq_18.booking__ds__week - , subq_18.booking__ds__month - , subq_18.booking__ds__quarter - , subq_18.booking__ds__year - , subq_18.booking__ds__extract_year - , subq_18.booking__ds__extract_quarter - , subq_18.booking__ds__extract_month - , subq_18.booking__ds__extract_day - , subq_18.booking__ds__extract_dow - , subq_18.booking__ds__extract_doy - , subq_18.booking__ds_partitioned__day - , subq_18.booking__ds_partitioned__week - , subq_18.booking__ds_partitioned__month - , subq_18.booking__ds_partitioned__quarter - , subq_18.booking__ds_partitioned__year - , subq_18.booking__ds_partitioned__extract_year - , subq_18.booking__ds_partitioned__extract_quarter - , subq_18.booking__ds_partitioned__extract_month - , subq_18.booking__ds_partitioned__extract_day - , subq_18.booking__ds_partitioned__extract_dow - , subq_18.booking__ds_partitioned__extract_doy - , subq_18.booking__paid_at__day - , subq_18.booking__paid_at__week - , subq_18.booking__paid_at__month - , subq_18.booking__paid_at__quarter - , subq_18.booking__paid_at__year - , subq_18.booking__paid_at__extract_year - , subq_18.booking__paid_at__extract_quarter - , subq_18.booking__paid_at__extract_month - , subq_18.booking__paid_at__extract_day - , subq_18.booking__paid_at__extract_dow - , subq_18.booking__paid_at__extract_doy - , subq_18.ds__day AS metric_time__day - , subq_18.ds__week AS metric_time__week - , subq_18.ds__month AS metric_time__month - , subq_18.ds__quarter AS metric_time__quarter - , subq_18.ds__year AS metric_time__year - , subq_18.ds__extract_year AS metric_time__extract_year - , subq_18.ds__extract_quarter AS metric_time__extract_quarter - , subq_18.ds__extract_month AS metric_time__extract_month - , subq_18.ds__extract_day AS metric_time__extract_day - , subq_18.ds__extract_dow AS metric_time__extract_dow - , subq_18.ds__extract_doy AS metric_time__extract_doy - , subq_18.listing - , subq_18.guest - , subq_18.host - , subq_18.booking__listing - , subq_18.booking__guest - , subq_18.booking__host - , subq_18.is_instant - , subq_18.booking__is_instant - , subq_18.bookings - , subq_18.instant_bookings - , subq_18.booking_value - , subq_18.max_booking_value - , subq_18.min_booking_value - , subq_18.bookers - , subq_18.average_booking_value - , subq_18.referred_bookings - , subq_18.median_booking_value - , subq_18.booking_value_p99 - , subq_18.discrete_booking_value_p99 - , subq_18.approximate_continuous_booking_value_p99 - , subq_18.approximate_discrete_booking_value_p99 + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.ds_partitioned__day + , subq_6.ds_partitioned__week + , subq_6.ds_partitioned__month + , subq_6.ds_partitioned__quarter + , subq_6.ds_partitioned__year + , subq_6.ds_partitioned__extract_year + , subq_6.ds_partitioned__extract_quarter + , subq_6.ds_partitioned__extract_month + , subq_6.ds_partitioned__extract_day + , subq_6.ds_partitioned__extract_dow + , subq_6.ds_partitioned__extract_doy + , subq_6.paid_at__day + , subq_6.paid_at__week + , subq_6.paid_at__month + , subq_6.paid_at__quarter + , subq_6.paid_at__year + , subq_6.paid_at__extract_year + , subq_6.paid_at__extract_quarter + , subq_6.paid_at__extract_month + , subq_6.paid_at__extract_day + , subq_6.paid_at__extract_dow + , subq_6.paid_at__extract_doy + , subq_6.booking__ds__day + , subq_6.booking__ds__week + , subq_6.booking__ds__month + , subq_6.booking__ds__quarter + , subq_6.booking__ds__year + , subq_6.booking__ds__extract_year + , subq_6.booking__ds__extract_quarter + , subq_6.booking__ds__extract_month + , subq_6.booking__ds__extract_day + , subq_6.booking__ds__extract_dow + , subq_6.booking__ds__extract_doy + , subq_6.booking__ds_partitioned__day + , subq_6.booking__ds_partitioned__week + , subq_6.booking__ds_partitioned__month + , subq_6.booking__ds_partitioned__quarter + , subq_6.booking__ds_partitioned__year + , subq_6.booking__ds_partitioned__extract_year + , subq_6.booking__ds_partitioned__extract_quarter + , subq_6.booking__ds_partitioned__extract_month + , subq_6.booking__ds_partitioned__extract_day + , subq_6.booking__ds_partitioned__extract_dow + , subq_6.booking__ds_partitioned__extract_doy + , subq_6.booking__paid_at__day + , subq_6.booking__paid_at__week + , subq_6.booking__paid_at__month + , subq_6.booking__paid_at__quarter + , subq_6.booking__paid_at__year + , subq_6.booking__paid_at__extract_year + , subq_6.booking__paid_at__extract_quarter + , subq_6.booking__paid_at__extract_month + , subq_6.booking__paid_at__extract_day + , subq_6.booking__paid_at__extract_dow + , subq_6.booking__paid_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.guest + , subq_6.host + , subq_6.booking__listing + , subq_6.booking__guest + , subq_6.booking__host + , subq_6.is_instant + , subq_6.booking__is_instant + , subq_6.bookings + , subq_6.instant_bookings + , subq_6.booking_value + , subq_6.max_booking_value + , subq_6.min_booking_value + , subq_6.bookers + , subq_6.average_booking_value + , subq_6.referred_bookings + , subq_6.median_booking_value + , subq_6.booking_value_p99 + , subq_6.discrete_booking_value_p99 + , subq_6.approximate_continuous_booking_value_p99 + , subq_6.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -342,86 +342,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_18 - ) subq_19 + ) subq_6 + ) subq_7 WHERE booking__is_instant - ) subq_20 - ) subq_21 + ) subq_8 + ) subq_9 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_23.listing - , subq_23.is_lux_latest + subq_11.listing + , subq_11.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_22.ds__day - , subq_22.ds__week - , subq_22.ds__month - , subq_22.ds__quarter - , subq_22.ds__year - , subq_22.ds__extract_year - , subq_22.ds__extract_quarter - , subq_22.ds__extract_month - , subq_22.ds__extract_day - , subq_22.ds__extract_dow - , subq_22.ds__extract_doy - , subq_22.created_at__day - , subq_22.created_at__week - , subq_22.created_at__month - , subq_22.created_at__quarter - , subq_22.created_at__year - , subq_22.created_at__extract_year - , subq_22.created_at__extract_quarter - , subq_22.created_at__extract_month - , subq_22.created_at__extract_day - , subq_22.created_at__extract_dow - , subq_22.created_at__extract_doy - , subq_22.listing__ds__day - , subq_22.listing__ds__week - , subq_22.listing__ds__month - , subq_22.listing__ds__quarter - , subq_22.listing__ds__year - , subq_22.listing__ds__extract_year - , subq_22.listing__ds__extract_quarter - , subq_22.listing__ds__extract_month - , subq_22.listing__ds__extract_day - , subq_22.listing__ds__extract_dow - , subq_22.listing__ds__extract_doy - , subq_22.listing__created_at__day - , subq_22.listing__created_at__week - , subq_22.listing__created_at__month - , subq_22.listing__created_at__quarter - , subq_22.listing__created_at__year - , subq_22.listing__created_at__extract_year - , subq_22.listing__created_at__extract_quarter - , subq_22.listing__created_at__extract_month - , subq_22.listing__created_at__extract_day - , subq_22.listing__created_at__extract_dow - , subq_22.listing__created_at__extract_doy - , subq_22.ds__day AS metric_time__day - , subq_22.ds__week AS metric_time__week - , subq_22.ds__month AS metric_time__month - , subq_22.ds__quarter AS metric_time__quarter - , subq_22.ds__year AS metric_time__year - , subq_22.ds__extract_year AS metric_time__extract_year - , subq_22.ds__extract_quarter AS metric_time__extract_quarter - , subq_22.ds__extract_month AS metric_time__extract_month - , subq_22.ds__extract_day AS metric_time__extract_day - , subq_22.ds__extract_dow AS metric_time__extract_dow - , subq_22.ds__extract_doy AS metric_time__extract_doy - , subq_22.listing - , subq_22.user - , subq_22.listing__user - , subq_22.country_latest - , subq_22.is_lux_latest - , subq_22.capacity_latest - , subq_22.listing__country_latest - , subq_22.listing__is_lux_latest - , subq_22.listing__capacity_latest - , subq_22.listings - , subq_22.largest_listing - , subq_22.smallest_listing + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.created_at__day + , subq_10.created_at__week + , subq_10.created_at__month + , subq_10.created_at__quarter + , subq_10.created_at__year + , subq_10.created_at__extract_year + , subq_10.created_at__extract_quarter + , subq_10.created_at__extract_month + , subq_10.created_at__extract_day + , subq_10.created_at__extract_dow + , subq_10.created_at__extract_doy + , subq_10.listing__ds__day + , subq_10.listing__ds__week + , subq_10.listing__ds__month + , subq_10.listing__ds__quarter + , subq_10.listing__ds__year + , subq_10.listing__ds__extract_year + , subq_10.listing__ds__extract_quarter + , subq_10.listing__ds__extract_month + , subq_10.listing__ds__extract_day + , subq_10.listing__ds__extract_dow + , subq_10.listing__ds__extract_doy + , subq_10.listing__created_at__day + , subq_10.listing__created_at__week + , subq_10.listing__created_at__month + , subq_10.listing__created_at__quarter + , subq_10.listing__created_at__year + , subq_10.listing__created_at__extract_year + , subq_10.listing__created_at__extract_quarter + , subq_10.listing__created_at__extract_month + , subq_10.listing__created_at__extract_day + , subq_10.listing__created_at__extract_dow + , subq_10.listing__created_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.user + , subq_10.listing__user + , subq_10.country_latest + , subq_10.is_lux_latest + , subq_10.capacity_latest + , subq_10.listing__country_latest + , subq_10.listing__is_lux_latest + , subq_10.listing__capacity_latest + , subq_10.listings + , subq_10.largest_listing + , subq_10.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -482,257 +482,257 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_22 - ) subq_23 - ) subq_24 + ) subq_10 + ) subq_11 + ) subq_12 ON - subq_21.listing = subq_24.listing - ) subq_25 - ) subq_26 + subq_9.listing = subq_12.listing + ) subq_13 + ) subq_14 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_27 - ) subq_28 - ) subq_29 - ) subq_30 + ) subq_15 + ) subq_16 + ) subq_17 + ) subq_18 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_42.bookings + subq_30.bookings FROM ( -- Aggregate Measures SELECT - SUM(subq_41.bookings) AS bookings + SUM(subq_29.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings',] SELECT - subq_40.bookings + subq_28.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_39.booking__is_instant - , subq_39.listing__is_lux_latest - , subq_39.bookings + subq_27.booking__is_instant + , subq_27.listing__is_lux_latest + , subq_27.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_38.booking__is_instant - , subq_38.listing__is_lux_latest - , subq_38.bookings + subq_26.booking__is_instant + , subq_26.listing__is_lux_latest + , subq_26.bookings FROM ( -- Join Standard Outputs SELECT - subq_34.listing AS listing - , subq_34.booking__is_instant AS booking__is_instant - , subq_37.is_lux_latest AS listing__is_lux_latest - , subq_34.bookings AS bookings + subq_22.listing AS listing + , subq_22.booking__is_instant AS booking__is_instant + , subq_25.is_lux_latest AS listing__is_lux_latest + , subq_22.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_33.listing - , subq_33.booking__is_instant - , subq_33.bookings + subq_21.listing + , subq_21.booking__is_instant + , subq_21.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_32.ds__day - , subq_32.ds__week - , subq_32.ds__month - , subq_32.ds__quarter - , subq_32.ds__year - , subq_32.ds__extract_year - , subq_32.ds__extract_quarter - , subq_32.ds__extract_month - , subq_32.ds__extract_day - , subq_32.ds__extract_dow - , subq_32.ds__extract_doy - , subq_32.ds_partitioned__day - , subq_32.ds_partitioned__week - , subq_32.ds_partitioned__month - , subq_32.ds_partitioned__quarter - , subq_32.ds_partitioned__year - , subq_32.ds_partitioned__extract_year - , subq_32.ds_partitioned__extract_quarter - , subq_32.ds_partitioned__extract_month - , subq_32.ds_partitioned__extract_day - , subq_32.ds_partitioned__extract_dow - , subq_32.ds_partitioned__extract_doy - , subq_32.paid_at__day - , subq_32.paid_at__week - , subq_32.paid_at__month - , subq_32.paid_at__quarter - , subq_32.paid_at__year - , subq_32.paid_at__extract_year - , subq_32.paid_at__extract_quarter - , subq_32.paid_at__extract_month - , subq_32.paid_at__extract_day - , subq_32.paid_at__extract_dow - , subq_32.paid_at__extract_doy - , subq_32.booking__ds__day - , subq_32.booking__ds__week - , subq_32.booking__ds__month - , subq_32.booking__ds__quarter - , subq_32.booking__ds__year - , subq_32.booking__ds__extract_year - , subq_32.booking__ds__extract_quarter - , subq_32.booking__ds__extract_month - , subq_32.booking__ds__extract_day - , subq_32.booking__ds__extract_dow - , subq_32.booking__ds__extract_doy - , subq_32.booking__ds_partitioned__day - , subq_32.booking__ds_partitioned__week - , subq_32.booking__ds_partitioned__month - , subq_32.booking__ds_partitioned__quarter - , subq_32.booking__ds_partitioned__year - , subq_32.booking__ds_partitioned__extract_year - , subq_32.booking__ds_partitioned__extract_quarter - , subq_32.booking__ds_partitioned__extract_month - , subq_32.booking__ds_partitioned__extract_day - , subq_32.booking__ds_partitioned__extract_dow - , subq_32.booking__ds_partitioned__extract_doy - , subq_32.booking__paid_at__day - , subq_32.booking__paid_at__week - , subq_32.booking__paid_at__month - , subq_32.booking__paid_at__quarter - , subq_32.booking__paid_at__year - , subq_32.booking__paid_at__extract_year - , subq_32.booking__paid_at__extract_quarter - , subq_32.booking__paid_at__extract_month - , subq_32.booking__paid_at__extract_day - , subq_32.booking__paid_at__extract_dow - , subq_32.booking__paid_at__extract_doy - , subq_32.metric_time__day - , subq_32.metric_time__week - , subq_32.metric_time__month - , subq_32.metric_time__quarter - , subq_32.metric_time__year - , subq_32.metric_time__extract_year - , subq_32.metric_time__extract_quarter - , subq_32.metric_time__extract_month - , subq_32.metric_time__extract_day - , subq_32.metric_time__extract_dow - , subq_32.metric_time__extract_doy - , subq_32.listing - , subq_32.guest - , subq_32.host - , subq_32.booking__listing - , subq_32.booking__guest - , subq_32.booking__host - , subq_32.is_instant - , subq_32.booking__is_instant - , subq_32.bookings - , subq_32.instant_bookings - , subq_32.booking_value - , subq_32.max_booking_value - , subq_32.min_booking_value - , subq_32.bookers - , subq_32.average_booking_value - , subq_32.referred_bookings - , subq_32.median_booking_value - , subq_32.booking_value_p99 - , subq_32.discrete_booking_value_p99 - , subq_32.approximate_continuous_booking_value_p99 - , subq_32.approximate_discrete_booking_value_p99 + subq_20.ds__day + , subq_20.ds__week + , subq_20.ds__month + , subq_20.ds__quarter + , subq_20.ds__year + , subq_20.ds__extract_year + , subq_20.ds__extract_quarter + , subq_20.ds__extract_month + , subq_20.ds__extract_day + , subq_20.ds__extract_dow + , subq_20.ds__extract_doy + , subq_20.ds_partitioned__day + , subq_20.ds_partitioned__week + , subq_20.ds_partitioned__month + , subq_20.ds_partitioned__quarter + , subq_20.ds_partitioned__year + , subq_20.ds_partitioned__extract_year + , subq_20.ds_partitioned__extract_quarter + , subq_20.ds_partitioned__extract_month + , subq_20.ds_partitioned__extract_day + , subq_20.ds_partitioned__extract_dow + , subq_20.ds_partitioned__extract_doy + , subq_20.paid_at__day + , subq_20.paid_at__week + , subq_20.paid_at__month + , subq_20.paid_at__quarter + , subq_20.paid_at__year + , subq_20.paid_at__extract_year + , subq_20.paid_at__extract_quarter + , subq_20.paid_at__extract_month + , subq_20.paid_at__extract_day + , subq_20.paid_at__extract_dow + , subq_20.paid_at__extract_doy + , subq_20.booking__ds__day + , subq_20.booking__ds__week + , subq_20.booking__ds__month + , subq_20.booking__ds__quarter + , subq_20.booking__ds__year + , subq_20.booking__ds__extract_year + , subq_20.booking__ds__extract_quarter + , subq_20.booking__ds__extract_month + , subq_20.booking__ds__extract_day + , subq_20.booking__ds__extract_dow + , subq_20.booking__ds__extract_doy + , subq_20.booking__ds_partitioned__day + , subq_20.booking__ds_partitioned__week + , subq_20.booking__ds_partitioned__month + , subq_20.booking__ds_partitioned__quarter + , subq_20.booking__ds_partitioned__year + , subq_20.booking__ds_partitioned__extract_year + , subq_20.booking__ds_partitioned__extract_quarter + , subq_20.booking__ds_partitioned__extract_month + , subq_20.booking__ds_partitioned__extract_day + , subq_20.booking__ds_partitioned__extract_dow + , subq_20.booking__ds_partitioned__extract_doy + , subq_20.booking__paid_at__day + , subq_20.booking__paid_at__week + , subq_20.booking__paid_at__month + , subq_20.booking__paid_at__quarter + , subq_20.booking__paid_at__year + , subq_20.booking__paid_at__extract_year + , subq_20.booking__paid_at__extract_quarter + , subq_20.booking__paid_at__extract_month + , subq_20.booking__paid_at__extract_day + , subq_20.booking__paid_at__extract_dow + , subq_20.booking__paid_at__extract_doy + , subq_20.metric_time__day + , subq_20.metric_time__week + , subq_20.metric_time__month + , subq_20.metric_time__quarter + , subq_20.metric_time__year + , subq_20.metric_time__extract_year + , subq_20.metric_time__extract_quarter + , subq_20.metric_time__extract_month + , subq_20.metric_time__extract_day + , subq_20.metric_time__extract_dow + , subq_20.metric_time__extract_doy + , subq_20.listing + , subq_20.guest + , subq_20.host + , subq_20.booking__listing + , subq_20.booking__guest + , subq_20.booking__host + , subq_20.is_instant + , subq_20.booking__is_instant + , subq_20.bookings + , subq_20.instant_bookings + , subq_20.booking_value + , subq_20.max_booking_value + , subq_20.min_booking_value + , subq_20.bookers + , subq_20.average_booking_value + , subq_20.referred_bookings + , subq_20.median_booking_value + , subq_20.booking_value_p99 + , subq_20.discrete_booking_value_p99 + , subq_20.approximate_continuous_booking_value_p99 + , subq_20.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_31.ds__day - , subq_31.ds__week - , subq_31.ds__month - , subq_31.ds__quarter - , subq_31.ds__year - , subq_31.ds__extract_year - , subq_31.ds__extract_quarter - , subq_31.ds__extract_month - , subq_31.ds__extract_day - , subq_31.ds__extract_dow - , subq_31.ds__extract_doy - , subq_31.ds_partitioned__day - , subq_31.ds_partitioned__week - , subq_31.ds_partitioned__month - , subq_31.ds_partitioned__quarter - , subq_31.ds_partitioned__year - , subq_31.ds_partitioned__extract_year - , subq_31.ds_partitioned__extract_quarter - , subq_31.ds_partitioned__extract_month - , subq_31.ds_partitioned__extract_day - , subq_31.ds_partitioned__extract_dow - , subq_31.ds_partitioned__extract_doy - , subq_31.paid_at__day - , subq_31.paid_at__week - , subq_31.paid_at__month - , subq_31.paid_at__quarter - , subq_31.paid_at__year - , subq_31.paid_at__extract_year - , subq_31.paid_at__extract_quarter - , subq_31.paid_at__extract_month - , subq_31.paid_at__extract_day - , subq_31.paid_at__extract_dow - , subq_31.paid_at__extract_doy - , subq_31.booking__ds__day - , subq_31.booking__ds__week - , subq_31.booking__ds__month - , subq_31.booking__ds__quarter - , subq_31.booking__ds__year - , subq_31.booking__ds__extract_year - , subq_31.booking__ds__extract_quarter - , subq_31.booking__ds__extract_month - , subq_31.booking__ds__extract_day - , subq_31.booking__ds__extract_dow - , subq_31.booking__ds__extract_doy - , subq_31.booking__ds_partitioned__day - , subq_31.booking__ds_partitioned__week - , subq_31.booking__ds_partitioned__month - , subq_31.booking__ds_partitioned__quarter - , subq_31.booking__ds_partitioned__year - , subq_31.booking__ds_partitioned__extract_year - , subq_31.booking__ds_partitioned__extract_quarter - , subq_31.booking__ds_partitioned__extract_month - , subq_31.booking__ds_partitioned__extract_day - , subq_31.booking__ds_partitioned__extract_dow - , subq_31.booking__ds_partitioned__extract_doy - , subq_31.booking__paid_at__day - , subq_31.booking__paid_at__week - , subq_31.booking__paid_at__month - , subq_31.booking__paid_at__quarter - , subq_31.booking__paid_at__year - , subq_31.booking__paid_at__extract_year - , subq_31.booking__paid_at__extract_quarter - , subq_31.booking__paid_at__extract_month - , subq_31.booking__paid_at__extract_day - , subq_31.booking__paid_at__extract_dow - , subq_31.booking__paid_at__extract_doy - , subq_31.ds__day AS metric_time__day - , subq_31.ds__week AS metric_time__week - , subq_31.ds__month AS metric_time__month - , subq_31.ds__quarter AS metric_time__quarter - , subq_31.ds__year AS metric_time__year - , subq_31.ds__extract_year AS metric_time__extract_year - , subq_31.ds__extract_quarter AS metric_time__extract_quarter - , subq_31.ds__extract_month AS metric_time__extract_month - , subq_31.ds__extract_day AS metric_time__extract_day - , subq_31.ds__extract_dow AS metric_time__extract_dow - , subq_31.ds__extract_doy AS metric_time__extract_doy - , subq_31.listing - , subq_31.guest - , subq_31.host - , subq_31.booking__listing - , subq_31.booking__guest - , subq_31.booking__host - , subq_31.is_instant - , subq_31.booking__is_instant - , subq_31.bookings - , subq_31.instant_bookings - , subq_31.booking_value - , subq_31.max_booking_value - , subq_31.min_booking_value - , subq_31.bookers - , subq_31.average_booking_value - , subq_31.referred_bookings - , subq_31.median_booking_value - , subq_31.booking_value_p99 - , subq_31.discrete_booking_value_p99 - , subq_31.approximate_continuous_booking_value_p99 - , subq_31.approximate_discrete_booking_value_p99 + subq_19.ds__day + , subq_19.ds__week + , subq_19.ds__month + , subq_19.ds__quarter + , subq_19.ds__year + , subq_19.ds__extract_year + , subq_19.ds__extract_quarter + , subq_19.ds__extract_month + , subq_19.ds__extract_day + , subq_19.ds__extract_dow + , subq_19.ds__extract_doy + , subq_19.ds_partitioned__day + , subq_19.ds_partitioned__week + , subq_19.ds_partitioned__month + , subq_19.ds_partitioned__quarter + , subq_19.ds_partitioned__year + , subq_19.ds_partitioned__extract_year + , subq_19.ds_partitioned__extract_quarter + , subq_19.ds_partitioned__extract_month + , subq_19.ds_partitioned__extract_day + , subq_19.ds_partitioned__extract_dow + , subq_19.ds_partitioned__extract_doy + , subq_19.paid_at__day + , subq_19.paid_at__week + , subq_19.paid_at__month + , subq_19.paid_at__quarter + , subq_19.paid_at__year + , subq_19.paid_at__extract_year + , subq_19.paid_at__extract_quarter + , subq_19.paid_at__extract_month + , subq_19.paid_at__extract_day + , subq_19.paid_at__extract_dow + , subq_19.paid_at__extract_doy + , subq_19.booking__ds__day + , subq_19.booking__ds__week + , subq_19.booking__ds__month + , subq_19.booking__ds__quarter + , subq_19.booking__ds__year + , subq_19.booking__ds__extract_year + , subq_19.booking__ds__extract_quarter + , subq_19.booking__ds__extract_month + , subq_19.booking__ds__extract_day + , subq_19.booking__ds__extract_dow + , subq_19.booking__ds__extract_doy + , subq_19.booking__ds_partitioned__day + , subq_19.booking__ds_partitioned__week + , subq_19.booking__ds_partitioned__month + , subq_19.booking__ds_partitioned__quarter + , subq_19.booking__ds_partitioned__year + , subq_19.booking__ds_partitioned__extract_year + , subq_19.booking__ds_partitioned__extract_quarter + , subq_19.booking__ds_partitioned__extract_month + , subq_19.booking__ds_partitioned__extract_day + , subq_19.booking__ds_partitioned__extract_dow + , subq_19.booking__ds_partitioned__extract_doy + , subq_19.booking__paid_at__day + , subq_19.booking__paid_at__week + , subq_19.booking__paid_at__month + , subq_19.booking__paid_at__quarter + , subq_19.booking__paid_at__year + , subq_19.booking__paid_at__extract_year + , subq_19.booking__paid_at__extract_quarter + , subq_19.booking__paid_at__extract_month + , subq_19.booking__paid_at__extract_day + , subq_19.booking__paid_at__extract_dow + , subq_19.booking__paid_at__extract_doy + , subq_19.ds__day AS metric_time__day + , subq_19.ds__week AS metric_time__week + , subq_19.ds__month AS metric_time__month + , subq_19.ds__quarter AS metric_time__quarter + , subq_19.ds__year AS metric_time__year + , subq_19.ds__extract_year AS metric_time__extract_year + , subq_19.ds__extract_quarter AS metric_time__extract_quarter + , subq_19.ds__extract_month AS metric_time__extract_month + , subq_19.ds__extract_day AS metric_time__extract_day + , subq_19.ds__extract_dow AS metric_time__extract_dow + , subq_19.ds__extract_doy AS metric_time__extract_doy + , subq_19.listing + , subq_19.guest + , subq_19.host + , subq_19.booking__listing + , subq_19.booking__guest + , subq_19.booking__host + , subq_19.is_instant + , subq_19.booking__is_instant + , subq_19.bookings + , subq_19.instant_bookings + , subq_19.booking_value + , subq_19.max_booking_value + , subq_19.min_booking_value + , subq_19.bookers + , subq_19.average_booking_value + , subq_19.referred_bookings + , subq_19.median_booking_value + , subq_19.booking_value_p99 + , subq_19.discrete_booking_value_p99 + , subq_19.approximate_continuous_booking_value_p99 + , subq_19.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -825,86 +825,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_31 - ) subq_32 + ) subq_19 + ) subq_20 WHERE booking__is_instant - ) subq_33 - ) subq_34 + ) subq_21 + ) subq_22 LEFT OUTER JOIN ( -- Pass Only Elements: ['is_lux_latest', 'listing'] SELECT - subq_36.listing - , subq_36.is_lux_latest + subq_24.listing + , subq_24.is_lux_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_35.ds__day - , subq_35.ds__week - , subq_35.ds__month - , subq_35.ds__quarter - , subq_35.ds__year - , subq_35.ds__extract_year - , subq_35.ds__extract_quarter - , subq_35.ds__extract_month - , subq_35.ds__extract_day - , subq_35.ds__extract_dow - , subq_35.ds__extract_doy - , subq_35.created_at__day - , subq_35.created_at__week - , subq_35.created_at__month - , subq_35.created_at__quarter - , subq_35.created_at__year - , subq_35.created_at__extract_year - , subq_35.created_at__extract_quarter - , subq_35.created_at__extract_month - , subq_35.created_at__extract_day - , subq_35.created_at__extract_dow - , subq_35.created_at__extract_doy - , subq_35.listing__ds__day - , subq_35.listing__ds__week - , subq_35.listing__ds__month - , subq_35.listing__ds__quarter - , subq_35.listing__ds__year - , subq_35.listing__ds__extract_year - , subq_35.listing__ds__extract_quarter - , subq_35.listing__ds__extract_month - , subq_35.listing__ds__extract_day - , subq_35.listing__ds__extract_dow - , subq_35.listing__ds__extract_doy - , subq_35.listing__created_at__day - , subq_35.listing__created_at__week - , subq_35.listing__created_at__month - , subq_35.listing__created_at__quarter - , subq_35.listing__created_at__year - , subq_35.listing__created_at__extract_year - , subq_35.listing__created_at__extract_quarter - , subq_35.listing__created_at__extract_month - , subq_35.listing__created_at__extract_day - , subq_35.listing__created_at__extract_dow - , subq_35.listing__created_at__extract_doy - , subq_35.ds__day AS metric_time__day - , subq_35.ds__week AS metric_time__week - , subq_35.ds__month AS metric_time__month - , subq_35.ds__quarter AS metric_time__quarter - , subq_35.ds__year AS metric_time__year - , subq_35.ds__extract_year AS metric_time__extract_year - , subq_35.ds__extract_quarter AS metric_time__extract_quarter - , subq_35.ds__extract_month AS metric_time__extract_month - , subq_35.ds__extract_day AS metric_time__extract_day - , subq_35.ds__extract_dow AS metric_time__extract_dow - , subq_35.ds__extract_doy AS metric_time__extract_doy - , subq_35.listing - , subq_35.user - , subq_35.listing__user - , subq_35.country_latest - , subq_35.is_lux_latest - , subq_35.capacity_latest - , subq_35.listing__country_latest - , subq_35.listing__is_lux_latest - , subq_35.listing__capacity_latest - , subq_35.listings - , subq_35.largest_listing - , subq_35.smallest_listing + subq_23.ds__day + , subq_23.ds__week + , subq_23.ds__month + , subq_23.ds__quarter + , subq_23.ds__year + , subq_23.ds__extract_year + , subq_23.ds__extract_quarter + , subq_23.ds__extract_month + , subq_23.ds__extract_day + , subq_23.ds__extract_dow + , subq_23.ds__extract_doy + , subq_23.created_at__day + , subq_23.created_at__week + , subq_23.created_at__month + , subq_23.created_at__quarter + , subq_23.created_at__year + , subq_23.created_at__extract_year + , subq_23.created_at__extract_quarter + , subq_23.created_at__extract_month + , subq_23.created_at__extract_day + , subq_23.created_at__extract_dow + , subq_23.created_at__extract_doy + , subq_23.listing__ds__day + , subq_23.listing__ds__week + , subq_23.listing__ds__month + , subq_23.listing__ds__quarter + , subq_23.listing__ds__year + , subq_23.listing__ds__extract_year + , subq_23.listing__ds__extract_quarter + , subq_23.listing__ds__extract_month + , subq_23.listing__ds__extract_day + , subq_23.listing__ds__extract_dow + , subq_23.listing__ds__extract_doy + , subq_23.listing__created_at__day + , subq_23.listing__created_at__week + , subq_23.listing__created_at__month + , subq_23.listing__created_at__quarter + , subq_23.listing__created_at__year + , subq_23.listing__created_at__extract_year + , subq_23.listing__created_at__extract_quarter + , subq_23.listing__created_at__extract_month + , subq_23.listing__created_at__extract_day + , subq_23.listing__created_at__extract_dow + , subq_23.listing__created_at__extract_doy + , subq_23.ds__day AS metric_time__day + , subq_23.ds__week AS metric_time__week + , subq_23.ds__month AS metric_time__month + , subq_23.ds__quarter AS metric_time__quarter + , subq_23.ds__year AS metric_time__year + , subq_23.ds__extract_year AS metric_time__extract_year + , subq_23.ds__extract_quarter AS metric_time__extract_quarter + , subq_23.ds__extract_month AS metric_time__extract_month + , subq_23.ds__extract_day AS metric_time__extract_day + , subq_23.ds__extract_dow AS metric_time__extract_dow + , subq_23.ds__extract_doy AS metric_time__extract_doy + , subq_23.listing + , subq_23.user + , subq_23.listing__user + , subq_23.country_latest + , subq_23.is_lux_latest + , subq_23.capacity_latest + , subq_23.listing__country_latest + , subq_23.listing__is_lux_latest + , subq_23.listing__capacity_latest + , subq_23.listings + , subq_23.largest_listing + , subq_23.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -965,242 +965,242 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_35 - ) subq_36 - ) subq_37 + ) subq_23 + ) subq_24 + ) subq_25 ON - subq_34.listing = subq_37.listing - ) subq_38 - ) subq_39 + subq_22.listing = subq_25.listing + ) subq_26 + ) subq_27 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_40 - ) subq_41 - ) subq_42 - ) subq_43 + ) subq_28 + ) subq_29 + ) subq_30 + ) subq_31 CROSS JOIN ( -- Compute Metrics via Expressions SELECT - subq_50.booking_value + subq_38.booking_value FROM ( -- Aggregate Measures SELECT - SUM(subq_49.booking_value) AS booking_value + SUM(subq_37.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value',] SELECT - subq_48.booking_value + subq_36.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_47.booking__is_instant - , subq_47.booking_value + subq_35.booking__is_instant + , subq_35.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant'] SELECT - subq_46.booking__is_instant - , subq_46.booking_value + subq_34.booking__is_instant + , subq_34.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_45.ds__day - , subq_45.ds__week - , subq_45.ds__month - , subq_45.ds__quarter - , subq_45.ds__year - , subq_45.ds__extract_year - , subq_45.ds__extract_quarter - , subq_45.ds__extract_month - , subq_45.ds__extract_day - , subq_45.ds__extract_dow - , subq_45.ds__extract_doy - , subq_45.ds_partitioned__day - , subq_45.ds_partitioned__week - , subq_45.ds_partitioned__month - , subq_45.ds_partitioned__quarter - , subq_45.ds_partitioned__year - , subq_45.ds_partitioned__extract_year - , subq_45.ds_partitioned__extract_quarter - , subq_45.ds_partitioned__extract_month - , subq_45.ds_partitioned__extract_day - , subq_45.ds_partitioned__extract_dow - , subq_45.ds_partitioned__extract_doy - , subq_45.paid_at__day - , subq_45.paid_at__week - , subq_45.paid_at__month - , subq_45.paid_at__quarter - , subq_45.paid_at__year - , subq_45.paid_at__extract_year - , subq_45.paid_at__extract_quarter - , subq_45.paid_at__extract_month - , subq_45.paid_at__extract_day - , subq_45.paid_at__extract_dow - , subq_45.paid_at__extract_doy - , subq_45.booking__ds__day - , subq_45.booking__ds__week - , subq_45.booking__ds__month - , subq_45.booking__ds__quarter - , subq_45.booking__ds__year - , subq_45.booking__ds__extract_year - , subq_45.booking__ds__extract_quarter - , subq_45.booking__ds__extract_month - , subq_45.booking__ds__extract_day - , subq_45.booking__ds__extract_dow - , subq_45.booking__ds__extract_doy - , subq_45.booking__ds_partitioned__day - , subq_45.booking__ds_partitioned__week - , subq_45.booking__ds_partitioned__month - , subq_45.booking__ds_partitioned__quarter - , subq_45.booking__ds_partitioned__year - , subq_45.booking__ds_partitioned__extract_year - , subq_45.booking__ds_partitioned__extract_quarter - , subq_45.booking__ds_partitioned__extract_month - , subq_45.booking__ds_partitioned__extract_day - , subq_45.booking__ds_partitioned__extract_dow - , subq_45.booking__ds_partitioned__extract_doy - , subq_45.booking__paid_at__day - , subq_45.booking__paid_at__week - , subq_45.booking__paid_at__month - , subq_45.booking__paid_at__quarter - , subq_45.booking__paid_at__year - , subq_45.booking__paid_at__extract_year - , subq_45.booking__paid_at__extract_quarter - , subq_45.booking__paid_at__extract_month - , subq_45.booking__paid_at__extract_day - , subq_45.booking__paid_at__extract_dow - , subq_45.booking__paid_at__extract_doy - , subq_45.metric_time__day - , subq_45.metric_time__week - , subq_45.metric_time__month - , subq_45.metric_time__quarter - , subq_45.metric_time__year - , subq_45.metric_time__extract_year - , subq_45.metric_time__extract_quarter - , subq_45.metric_time__extract_month - , subq_45.metric_time__extract_day - , subq_45.metric_time__extract_dow - , subq_45.metric_time__extract_doy - , subq_45.listing - , subq_45.guest - , subq_45.host - , subq_45.booking__listing - , subq_45.booking__guest - , subq_45.booking__host - , subq_45.is_instant - , subq_45.booking__is_instant - , subq_45.bookings - , subq_45.instant_bookings - , subq_45.booking_value - , subq_45.max_booking_value - , subq_45.min_booking_value - , subq_45.bookers - , subq_45.average_booking_value - , subq_45.referred_bookings - , subq_45.median_booking_value - , subq_45.booking_value_p99 - , subq_45.discrete_booking_value_p99 - , subq_45.approximate_continuous_booking_value_p99 - , subq_45.approximate_discrete_booking_value_p99 + subq_33.ds__day + , subq_33.ds__week + , subq_33.ds__month + , subq_33.ds__quarter + , subq_33.ds__year + , subq_33.ds__extract_year + , subq_33.ds__extract_quarter + , subq_33.ds__extract_month + , subq_33.ds__extract_day + , subq_33.ds__extract_dow + , subq_33.ds__extract_doy + , subq_33.ds_partitioned__day + , subq_33.ds_partitioned__week + , subq_33.ds_partitioned__month + , subq_33.ds_partitioned__quarter + , subq_33.ds_partitioned__year + , subq_33.ds_partitioned__extract_year + , subq_33.ds_partitioned__extract_quarter + , subq_33.ds_partitioned__extract_month + , subq_33.ds_partitioned__extract_day + , subq_33.ds_partitioned__extract_dow + , subq_33.ds_partitioned__extract_doy + , subq_33.paid_at__day + , subq_33.paid_at__week + , subq_33.paid_at__month + , subq_33.paid_at__quarter + , subq_33.paid_at__year + , subq_33.paid_at__extract_year + , subq_33.paid_at__extract_quarter + , subq_33.paid_at__extract_month + , subq_33.paid_at__extract_day + , subq_33.paid_at__extract_dow + , subq_33.paid_at__extract_doy + , subq_33.booking__ds__day + , subq_33.booking__ds__week + , subq_33.booking__ds__month + , subq_33.booking__ds__quarter + , subq_33.booking__ds__year + , subq_33.booking__ds__extract_year + , subq_33.booking__ds__extract_quarter + , subq_33.booking__ds__extract_month + , subq_33.booking__ds__extract_day + , subq_33.booking__ds__extract_dow + , subq_33.booking__ds__extract_doy + , subq_33.booking__ds_partitioned__day + , subq_33.booking__ds_partitioned__week + , subq_33.booking__ds_partitioned__month + , subq_33.booking__ds_partitioned__quarter + , subq_33.booking__ds_partitioned__year + , subq_33.booking__ds_partitioned__extract_year + , subq_33.booking__ds_partitioned__extract_quarter + , subq_33.booking__ds_partitioned__extract_month + , subq_33.booking__ds_partitioned__extract_day + , subq_33.booking__ds_partitioned__extract_dow + , subq_33.booking__ds_partitioned__extract_doy + , subq_33.booking__paid_at__day + , subq_33.booking__paid_at__week + , subq_33.booking__paid_at__month + , subq_33.booking__paid_at__quarter + , subq_33.booking__paid_at__year + , subq_33.booking__paid_at__extract_year + , subq_33.booking__paid_at__extract_quarter + , subq_33.booking__paid_at__extract_month + , subq_33.booking__paid_at__extract_day + , subq_33.booking__paid_at__extract_dow + , subq_33.booking__paid_at__extract_doy + , subq_33.metric_time__day + , subq_33.metric_time__week + , subq_33.metric_time__month + , subq_33.metric_time__quarter + , subq_33.metric_time__year + , subq_33.metric_time__extract_year + , subq_33.metric_time__extract_quarter + , subq_33.metric_time__extract_month + , subq_33.metric_time__extract_day + , subq_33.metric_time__extract_dow + , subq_33.metric_time__extract_doy + , subq_33.listing + , subq_33.guest + , subq_33.host + , subq_33.booking__listing + , subq_33.booking__guest + , subq_33.booking__host + , subq_33.is_instant + , subq_33.booking__is_instant + , subq_33.bookings + , subq_33.instant_bookings + , subq_33.booking_value + , subq_33.max_booking_value + , subq_33.min_booking_value + , subq_33.bookers + , subq_33.average_booking_value + , subq_33.referred_bookings + , subq_33.median_booking_value + , subq_33.booking_value_p99 + , subq_33.discrete_booking_value_p99 + , subq_33.approximate_continuous_booking_value_p99 + , subq_33.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_44.ds__day - , subq_44.ds__week - , subq_44.ds__month - , subq_44.ds__quarter - , subq_44.ds__year - , subq_44.ds__extract_year - , subq_44.ds__extract_quarter - , subq_44.ds__extract_month - , subq_44.ds__extract_day - , subq_44.ds__extract_dow - , subq_44.ds__extract_doy - , subq_44.ds_partitioned__day - , subq_44.ds_partitioned__week - , subq_44.ds_partitioned__month - , subq_44.ds_partitioned__quarter - , subq_44.ds_partitioned__year - , subq_44.ds_partitioned__extract_year - , subq_44.ds_partitioned__extract_quarter - , subq_44.ds_partitioned__extract_month - , subq_44.ds_partitioned__extract_day - , subq_44.ds_partitioned__extract_dow - , subq_44.ds_partitioned__extract_doy - , subq_44.paid_at__day - , subq_44.paid_at__week - , subq_44.paid_at__month - , subq_44.paid_at__quarter - , subq_44.paid_at__year - , subq_44.paid_at__extract_year - , subq_44.paid_at__extract_quarter - , subq_44.paid_at__extract_month - , subq_44.paid_at__extract_day - , subq_44.paid_at__extract_dow - , subq_44.paid_at__extract_doy - , subq_44.booking__ds__day - , subq_44.booking__ds__week - , subq_44.booking__ds__month - , subq_44.booking__ds__quarter - , subq_44.booking__ds__year - , subq_44.booking__ds__extract_year - , subq_44.booking__ds__extract_quarter - , subq_44.booking__ds__extract_month - , subq_44.booking__ds__extract_day - , subq_44.booking__ds__extract_dow - , subq_44.booking__ds__extract_doy - , subq_44.booking__ds_partitioned__day - , subq_44.booking__ds_partitioned__week - , subq_44.booking__ds_partitioned__month - , subq_44.booking__ds_partitioned__quarter - , subq_44.booking__ds_partitioned__year - , subq_44.booking__ds_partitioned__extract_year - , subq_44.booking__ds_partitioned__extract_quarter - , subq_44.booking__ds_partitioned__extract_month - , subq_44.booking__ds_partitioned__extract_day - , subq_44.booking__ds_partitioned__extract_dow - , subq_44.booking__ds_partitioned__extract_doy - , subq_44.booking__paid_at__day - , subq_44.booking__paid_at__week - , subq_44.booking__paid_at__month - , subq_44.booking__paid_at__quarter - , subq_44.booking__paid_at__year - , subq_44.booking__paid_at__extract_year - , subq_44.booking__paid_at__extract_quarter - , subq_44.booking__paid_at__extract_month - , subq_44.booking__paid_at__extract_day - , subq_44.booking__paid_at__extract_dow - , subq_44.booking__paid_at__extract_doy - , subq_44.ds__day AS metric_time__day - , subq_44.ds__week AS metric_time__week - , subq_44.ds__month AS metric_time__month - , subq_44.ds__quarter AS metric_time__quarter - , subq_44.ds__year AS metric_time__year - , subq_44.ds__extract_year AS metric_time__extract_year - , subq_44.ds__extract_quarter AS metric_time__extract_quarter - , subq_44.ds__extract_month AS metric_time__extract_month - , subq_44.ds__extract_day AS metric_time__extract_day - , subq_44.ds__extract_dow AS metric_time__extract_dow - , subq_44.ds__extract_doy AS metric_time__extract_doy - , subq_44.listing - , subq_44.guest - , subq_44.host - , subq_44.booking__listing - , subq_44.booking__guest - , subq_44.booking__host - , subq_44.is_instant - , subq_44.booking__is_instant - , subq_44.bookings - , subq_44.instant_bookings - , subq_44.booking_value - , subq_44.max_booking_value - , subq_44.min_booking_value - , subq_44.bookers - , subq_44.average_booking_value - , subq_44.referred_bookings - , subq_44.median_booking_value - , subq_44.booking_value_p99 - , subq_44.discrete_booking_value_p99 - , subq_44.approximate_continuous_booking_value_p99 - , subq_44.approximate_discrete_booking_value_p99 + subq_32.ds__day + , subq_32.ds__week + , subq_32.ds__month + , subq_32.ds__quarter + , subq_32.ds__year + , subq_32.ds__extract_year + , subq_32.ds__extract_quarter + , subq_32.ds__extract_month + , subq_32.ds__extract_day + , subq_32.ds__extract_dow + , subq_32.ds__extract_doy + , subq_32.ds_partitioned__day + , subq_32.ds_partitioned__week + , subq_32.ds_partitioned__month + , subq_32.ds_partitioned__quarter + , subq_32.ds_partitioned__year + , subq_32.ds_partitioned__extract_year + , subq_32.ds_partitioned__extract_quarter + , subq_32.ds_partitioned__extract_month + , subq_32.ds_partitioned__extract_day + , subq_32.ds_partitioned__extract_dow + , subq_32.ds_partitioned__extract_doy + , subq_32.paid_at__day + , subq_32.paid_at__week + , subq_32.paid_at__month + , subq_32.paid_at__quarter + , subq_32.paid_at__year + , subq_32.paid_at__extract_year + , subq_32.paid_at__extract_quarter + , subq_32.paid_at__extract_month + , subq_32.paid_at__extract_day + , subq_32.paid_at__extract_dow + , subq_32.paid_at__extract_doy + , subq_32.booking__ds__day + , subq_32.booking__ds__week + , subq_32.booking__ds__month + , subq_32.booking__ds__quarter + , subq_32.booking__ds__year + , subq_32.booking__ds__extract_year + , subq_32.booking__ds__extract_quarter + , subq_32.booking__ds__extract_month + , subq_32.booking__ds__extract_day + , subq_32.booking__ds__extract_dow + , subq_32.booking__ds__extract_doy + , subq_32.booking__ds_partitioned__day + , subq_32.booking__ds_partitioned__week + , subq_32.booking__ds_partitioned__month + , subq_32.booking__ds_partitioned__quarter + , subq_32.booking__ds_partitioned__year + , subq_32.booking__ds_partitioned__extract_year + , subq_32.booking__ds_partitioned__extract_quarter + , subq_32.booking__ds_partitioned__extract_month + , subq_32.booking__ds_partitioned__extract_day + , subq_32.booking__ds_partitioned__extract_dow + , subq_32.booking__ds_partitioned__extract_doy + , subq_32.booking__paid_at__day + , subq_32.booking__paid_at__week + , subq_32.booking__paid_at__month + , subq_32.booking__paid_at__quarter + , subq_32.booking__paid_at__year + , subq_32.booking__paid_at__extract_year + , subq_32.booking__paid_at__extract_quarter + , subq_32.booking__paid_at__extract_month + , subq_32.booking__paid_at__extract_day + , subq_32.booking__paid_at__extract_dow + , subq_32.booking__paid_at__extract_doy + , subq_32.ds__day AS metric_time__day + , subq_32.ds__week AS metric_time__week + , subq_32.ds__month AS metric_time__month + , subq_32.ds__quarter AS metric_time__quarter + , subq_32.ds__year AS metric_time__year + , subq_32.ds__extract_year AS metric_time__extract_year + , subq_32.ds__extract_quarter AS metric_time__extract_quarter + , subq_32.ds__extract_month AS metric_time__extract_month + , subq_32.ds__extract_day AS metric_time__extract_day + , subq_32.ds__extract_dow AS metric_time__extract_dow + , subq_32.ds__extract_doy AS metric_time__extract_doy + , subq_32.listing + , subq_32.guest + , subq_32.host + , subq_32.booking__listing + , subq_32.booking__guest + , subq_32.booking__host + , subq_32.is_instant + , subq_32.booking__is_instant + , subq_32.bookings + , subq_32.instant_bookings + , subq_32.booking_value + , subq_32.max_booking_value + , subq_32.min_booking_value + , subq_32.bookers + , subq_32.average_booking_value + , subq_32.referred_bookings + , subq_32.median_booking_value + , subq_32.booking_value_p99 + , subq_32.discrete_booking_value_p99 + , subq_32.approximate_continuous_booking_value_p99 + , subq_32.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -1293,15 +1293,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_44 - ) subq_45 + ) subq_32 + ) subq_33 WHERE booking__is_instant - ) subq_46 - ) subq_47 + ) subq_34 + ) subq_35 WHERE booking__is_instant - ) subq_48 - ) subq_49 - ) subq_50 - ) subq_51 - ) subq_52 -) subq_53 + ) subq_36 + ) subq_37 + ) subq_38 + ) subq_39 + ) subq_40 +) subq_41 diff --git a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Trino/test_nested_filters__plan0_optimized.sql b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Trino/test_nested_filters__plan0_optimized.sql index a0fdc735bd..60a09b752b 100644 --- a/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Trino/test_nested_filters__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Trino/test_nested_filters__plan0_optimized.sql @@ -8,9 +8,9 @@ FROM ( FROM ( -- Combine Aggregated Outputs SELECT - MAX(subq_66.average_booking_value) AS average_booking_value - , MAX(subq_79.bookings) AS bookings - , MAX(subq_87.booking_value) AS booking_value + MAX(subq_54.average_booking_value) AS average_booking_value + , MAX(subq_67.bookings) AS bookings + , MAX(subq_75.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value',] @@ -22,9 +22,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['average_booking_value', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_57.booking__is_instant AS booking__is_instant + subq_45.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_57.average_booking_value AS average_booking_value + , subq_45.average_booking_value AS average_booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'listing'] @@ -40,16 +40,16 @@ FROM ( , is_instant AS booking__is_instant , booking_value AS average_booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_55 + ) subq_43 WHERE booking__is_instant - ) subq_57 + ) subq_45 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_57.listing = listings_latest_src_28000.listing_id - ) subq_62 + subq_45.listing = listings_latest_src_28000.listing_id + ) subq_50 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_66 + ) subq_54 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings',] @@ -61,9 +61,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__is_lux_latest', 'booking__is_instant'] SELECT - subq_70.booking__is_instant AS booking__is_instant + subq_58.booking__is_instant AS booking__is_instant , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_70.bookings AS bookings + , subq_58.bookings AS bookings FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] @@ -79,16 +79,16 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_68 + ) subq_56 WHERE booking__is_instant - ) subq_70 + ) subq_58 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_70.listing = listings_latest_src_28000.listing_id - ) subq_75 + subq_58.listing = listings_latest_src_28000.listing_id + ) subq_63 WHERE (listing__is_lux_latest) AND (booking__is_instant) - ) subq_79 + ) subq_67 CROSS JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value',] @@ -109,10 +109,10 @@ FROM ( is_instant AS booking__is_instant , booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_81 + ) subq_69 WHERE booking__is_instant - ) subq_83 + ) subq_71 WHERE booking__is_instant - ) subq_87 - ) subq_88 -) subq_89 + ) subq_75 + ) subq_76 +) subq_77 diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/BigQuery/test_dimension_values_with_a_join_and_a_filter__plan0.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/BigQuery/test_dimension_values_with_a_join_and_a_filter__plan0.sql index 3d89c88282..0fa51d4648 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/BigQuery/test_dimension_values_with_a_join_and_a_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/BigQuery/test_dimension_values_with_a_join_and_a_filter__plan0.sql @@ -1,127 +1,127 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest'] SELECT - subq_7.listing__is_lux_latest - , subq_7.user__home_state_latest + subq_4.listing__is_lux_latest + , subq_4.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.created_at__day - , subq_6.created_at__week - , subq_6.created_at__month - , subq_6.created_at__quarter - , subq_6.created_at__year - , subq_6.created_at__extract_year - , subq_6.created_at__extract_quarter - , subq_6.created_at__extract_month - , subq_6.created_at__extract_day - , subq_6.created_at__extract_dow - , subq_6.created_at__extract_doy - , subq_6.listing__ds__day - , subq_6.listing__ds__week - , subq_6.listing__ds__month - , subq_6.listing__ds__quarter - , subq_6.listing__ds__year - , subq_6.listing__ds__extract_year - , subq_6.listing__ds__extract_quarter - , subq_6.listing__ds__extract_month - , subq_6.listing__ds__extract_day - , subq_6.listing__ds__extract_dow - , subq_6.listing__ds__extract_doy - , subq_6.listing__created_at__day - , subq_6.listing__created_at__week - , subq_6.listing__created_at__month - , subq_6.listing__created_at__quarter - , subq_6.listing__created_at__year - , subq_6.listing__created_at__extract_year - , subq_6.listing__created_at__extract_quarter - , subq_6.listing__created_at__extract_month - , subq_6.listing__created_at__extract_day - , subq_6.listing__created_at__extract_dow - , subq_6.listing__created_at__extract_doy - , subq_6.listing - , subq_6.user - , subq_6.listing__user - , subq_6.country_latest - , subq_6.is_lux_latest - , subq_6.capacity_latest - , subq_6.listing__country_latest - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.user__home_state_latest - , subq_6.listings - , subq_6.largest_listing - , subq_6.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.user__home_state_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_2.ds__day AS ds__day - , subq_2.ds__week AS ds__week - , subq_2.ds__month AS ds__month - , subq_2.ds__quarter AS ds__quarter - , subq_2.ds__year AS ds__year - , subq_2.ds__extract_year AS ds__extract_year - , subq_2.ds__extract_quarter AS ds__extract_quarter - , subq_2.ds__extract_month AS ds__extract_month - , subq_2.ds__extract_day AS ds__extract_day - , subq_2.ds__extract_dow AS ds__extract_dow - , subq_2.ds__extract_doy AS ds__extract_doy - , subq_2.created_at__day AS created_at__day - , subq_2.created_at__week AS created_at__week - , subq_2.created_at__month AS created_at__month - , subq_2.created_at__quarter AS created_at__quarter - , subq_2.created_at__year AS created_at__year - , subq_2.created_at__extract_year AS created_at__extract_year - , subq_2.created_at__extract_quarter AS created_at__extract_quarter - , subq_2.created_at__extract_month AS created_at__extract_month - , subq_2.created_at__extract_day AS created_at__extract_day - , subq_2.created_at__extract_dow AS created_at__extract_dow - , subq_2.created_at__extract_doy AS created_at__extract_doy - , subq_2.listing__ds__day AS listing__ds__day - , subq_2.listing__ds__week AS listing__ds__week - , subq_2.listing__ds__month AS listing__ds__month - , subq_2.listing__ds__quarter AS listing__ds__quarter - , subq_2.listing__ds__year AS listing__ds__year - , subq_2.listing__ds__extract_year AS listing__ds__extract_year - , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_2.listing__ds__extract_month AS listing__ds__extract_month - , subq_2.listing__ds__extract_day AS listing__ds__extract_day - , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_2.listing__created_at__day AS listing__created_at__day - , subq_2.listing__created_at__week AS listing__created_at__week - , subq_2.listing__created_at__month AS listing__created_at__month - , subq_2.listing__created_at__quarter AS listing__created_at__quarter - , subq_2.listing__created_at__year AS listing__created_at__year - , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_2.listing AS listing - , subq_2.user AS user - , subq_2.listing__user AS listing__user - , subq_2.country_latest AS country_latest - , subq_2.is_lux_latest AS is_lux_latest - , subq_2.capacity_latest AS capacity_latest - , subq_2.listing__country_latest AS listing__country_latest - , subq_2.listing__is_lux_latest AS listing__is_lux_latest - , subq_2.listing__capacity_latest AS listing__capacity_latest - , subq_5.home_state_latest AS user__home_state_latest - , subq_2.listings AS listings - , subq_2.largest_listing AS largest_listing - , subq_2.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_2.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -182,78 +182,48 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 + ) subq_0 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_4.user - , subq_4.home_state_latest + subq_1.user + , subq_1.home_state_latest FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'users_latest' SELECT - subq_3.ds_latest__day - , subq_3.ds_latest__week - , subq_3.ds_latest__month - , subq_3.ds_latest__quarter - , subq_3.ds_latest__year - , subq_3.ds_latest__extract_year - , subq_3.ds_latest__extract_quarter - , subq_3.ds_latest__extract_month - , subq_3.ds_latest__extract_day - , subq_3.ds_latest__extract_dow - , subq_3.ds_latest__extract_doy - , subq_3.user__ds_latest__day - , subq_3.user__ds_latest__week - , subq_3.user__ds_latest__month - , subq_3.user__ds_latest__quarter - , subq_3.user__ds_latest__year - , subq_3.user__ds_latest__extract_year - , subq_3.user__ds_latest__extract_quarter - , subq_3.user__ds_latest__extract_month - , subq_3.user__ds_latest__extract_day - , subq_3.user__ds_latest__extract_dow - , subq_3.user__ds_latest__extract_doy - , subq_3.user - , subq_3.home_state_latest - , subq_3.user__home_state_latest - FROM ( - -- Read Elements From Semantic Model 'users_latest' - SELECT - DATETIME_TRUNC(users_latest_src_28000.ds, day) AS ds_latest__day - , DATETIME_TRUNC(users_latest_src_28000.ds, isoweek) AS ds_latest__week - , DATETIME_TRUNC(users_latest_src_28000.ds, month) AS ds_latest__month - , DATETIME_TRUNC(users_latest_src_28000.ds, quarter) AS ds_latest__quarter - , DATETIME_TRUNC(users_latest_src_28000.ds, year) AS ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day - , IF(EXTRACT(dayofweek FROM users_latest_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM users_latest_src_28000.ds) - 1) AS ds_latest__extract_dow - , EXTRACT(dayofyear FROM users_latest_src_28000.ds) AS ds_latest__extract_doy - , users_latest_src_28000.home_state_latest - , DATETIME_TRUNC(users_latest_src_28000.ds, day) AS user__ds_latest__day - , DATETIME_TRUNC(users_latest_src_28000.ds, isoweek) AS user__ds_latest__week - , DATETIME_TRUNC(users_latest_src_28000.ds, month) AS user__ds_latest__month - , DATETIME_TRUNC(users_latest_src_28000.ds, quarter) AS user__ds_latest__quarter - , DATETIME_TRUNC(users_latest_src_28000.ds, year) AS user__ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day - , IF(EXTRACT(dayofweek FROM users_latest_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM users_latest_src_28000.ds) - 1) AS user__ds_latest__extract_dow - , EXTRACT(dayofyear FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy - , users_latest_src_28000.home_state_latest AS user__home_state_latest - , users_latest_src_28000.user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_3 - WHERE user__home_state_latest = 'us' - ) subq_4 - ) subq_5 + DATETIME_TRUNC(users_latest_src_28000.ds, day) AS ds_latest__day + , DATETIME_TRUNC(users_latest_src_28000.ds, isoweek) AS ds_latest__week + , DATETIME_TRUNC(users_latest_src_28000.ds, month) AS ds_latest__month + , DATETIME_TRUNC(users_latest_src_28000.ds, quarter) AS ds_latest__quarter + , DATETIME_TRUNC(users_latest_src_28000.ds, year) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , IF(EXTRACT(dayofweek FROM users_latest_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM users_latest_src_28000.ds) - 1) AS ds_latest__extract_dow + , EXTRACT(dayofyear FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATETIME_TRUNC(users_latest_src_28000.ds, day) AS user__ds_latest__day + , DATETIME_TRUNC(users_latest_src_28000.ds, isoweek) AS user__ds_latest__week + , DATETIME_TRUNC(users_latest_src_28000.ds, month) AS user__ds_latest__month + , DATETIME_TRUNC(users_latest_src_28000.ds, quarter) AS user__ds_latest__quarter + , DATETIME_TRUNC(users_latest_src_28000.ds, year) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , IF(EXTRACT(dayofweek FROM users_latest_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM users_latest_src_28000.ds) - 1) AS user__ds_latest__extract_dow + , EXTRACT(dayofyear FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_1 + ) subq_2 ON - subq_2.user = subq_5.user - ) subq_6 + subq_0.user = subq_2.user + ) subq_3 WHERE user__home_state_latest = 'us' -) subq_7 +) subq_4 GROUP BY listing__is_lux_latest , user__home_state_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/BigQuery/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/BigQuery/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql index c77b46c217..e54eaffeb6 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/BigQuery/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/BigQuery/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql @@ -7,27 +7,13 @@ FROM ( -- Join Standard Outputs SELECT listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_11.home_state_latest AS user__home_state_latest + , users_latest_src_28000.home_state_latest AS user__home_state_latest FROM ***************************.dim_listings_latest listings_latest_src_28000 - FULL OUTER JOIN ( - -- Constrain Output with WHERE - -- Pass Only Elements: ['home_state_latest', 'user'] - SELECT - subq_9.user - , home_state_latest - FROM ( - -- Read Elements From Semantic Model 'users_latest' - SELECT - home_state_latest - , home_state_latest AS user__home_state_latest - , user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_9 - WHERE user__home_state_latest = 'us' - ) subq_11 + FULL OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 ON - listings_latest_src_28000.user_id = subq_11.user -) subq_12 + listings_latest_src_28000.user_id = users_latest_src_28000.user_id +) subq_8 WHERE user__home_state_latest = 'us' GROUP BY listing__is_lux_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Databricks/test_dimension_values_with_a_join_and_a_filter__plan0.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Databricks/test_dimension_values_with_a_join_and_a_filter__plan0.sql index 88bb3740a1..90b66576dd 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Databricks/test_dimension_values_with_a_join_and_a_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Databricks/test_dimension_values_with_a_join_and_a_filter__plan0.sql @@ -1,127 +1,127 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest'] SELECT - subq_7.listing__is_lux_latest - , subq_7.user__home_state_latest + subq_4.listing__is_lux_latest + , subq_4.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.created_at__day - , subq_6.created_at__week - , subq_6.created_at__month - , subq_6.created_at__quarter - , subq_6.created_at__year - , subq_6.created_at__extract_year - , subq_6.created_at__extract_quarter - , subq_6.created_at__extract_month - , subq_6.created_at__extract_day - , subq_6.created_at__extract_dow - , subq_6.created_at__extract_doy - , subq_6.listing__ds__day - , subq_6.listing__ds__week - , subq_6.listing__ds__month - , subq_6.listing__ds__quarter - , subq_6.listing__ds__year - , subq_6.listing__ds__extract_year - , subq_6.listing__ds__extract_quarter - , subq_6.listing__ds__extract_month - , subq_6.listing__ds__extract_day - , subq_6.listing__ds__extract_dow - , subq_6.listing__ds__extract_doy - , subq_6.listing__created_at__day - , subq_6.listing__created_at__week - , subq_6.listing__created_at__month - , subq_6.listing__created_at__quarter - , subq_6.listing__created_at__year - , subq_6.listing__created_at__extract_year - , subq_6.listing__created_at__extract_quarter - , subq_6.listing__created_at__extract_month - , subq_6.listing__created_at__extract_day - , subq_6.listing__created_at__extract_dow - , subq_6.listing__created_at__extract_doy - , subq_6.listing - , subq_6.user - , subq_6.listing__user - , subq_6.country_latest - , subq_6.is_lux_latest - , subq_6.capacity_latest - , subq_6.listing__country_latest - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.user__home_state_latest - , subq_6.listings - , subq_6.largest_listing - , subq_6.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.user__home_state_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_2.ds__day AS ds__day - , subq_2.ds__week AS ds__week - , subq_2.ds__month AS ds__month - , subq_2.ds__quarter AS ds__quarter - , subq_2.ds__year AS ds__year - , subq_2.ds__extract_year AS ds__extract_year - , subq_2.ds__extract_quarter AS ds__extract_quarter - , subq_2.ds__extract_month AS ds__extract_month - , subq_2.ds__extract_day AS ds__extract_day - , subq_2.ds__extract_dow AS ds__extract_dow - , subq_2.ds__extract_doy AS ds__extract_doy - , subq_2.created_at__day AS created_at__day - , subq_2.created_at__week AS created_at__week - , subq_2.created_at__month AS created_at__month - , subq_2.created_at__quarter AS created_at__quarter - , subq_2.created_at__year AS created_at__year - , subq_2.created_at__extract_year AS created_at__extract_year - , subq_2.created_at__extract_quarter AS created_at__extract_quarter - , subq_2.created_at__extract_month AS created_at__extract_month - , subq_2.created_at__extract_day AS created_at__extract_day - , subq_2.created_at__extract_dow AS created_at__extract_dow - , subq_2.created_at__extract_doy AS created_at__extract_doy - , subq_2.listing__ds__day AS listing__ds__day - , subq_2.listing__ds__week AS listing__ds__week - , subq_2.listing__ds__month AS listing__ds__month - , subq_2.listing__ds__quarter AS listing__ds__quarter - , subq_2.listing__ds__year AS listing__ds__year - , subq_2.listing__ds__extract_year AS listing__ds__extract_year - , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_2.listing__ds__extract_month AS listing__ds__extract_month - , subq_2.listing__ds__extract_day AS listing__ds__extract_day - , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_2.listing__created_at__day AS listing__created_at__day - , subq_2.listing__created_at__week AS listing__created_at__week - , subq_2.listing__created_at__month AS listing__created_at__month - , subq_2.listing__created_at__quarter AS listing__created_at__quarter - , subq_2.listing__created_at__year AS listing__created_at__year - , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_2.listing AS listing - , subq_2.user AS user - , subq_2.listing__user AS listing__user - , subq_2.country_latest AS country_latest - , subq_2.is_lux_latest AS is_lux_latest - , subq_2.capacity_latest AS capacity_latest - , subq_2.listing__country_latest AS listing__country_latest - , subq_2.listing__is_lux_latest AS listing__is_lux_latest - , subq_2.listing__capacity_latest AS listing__capacity_latest - , subq_5.home_state_latest AS user__home_state_latest - , subq_2.listings AS listings - , subq_2.largest_listing AS largest_listing - , subq_2.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_2.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -182,78 +182,48 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 + ) subq_0 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_4.user - , subq_4.home_state_latest + subq_1.user + , subq_1.home_state_latest FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'users_latest' SELECT - subq_3.ds_latest__day - , subq_3.ds_latest__week - , subq_3.ds_latest__month - , subq_3.ds_latest__quarter - , subq_3.ds_latest__year - , subq_3.ds_latest__extract_year - , subq_3.ds_latest__extract_quarter - , subq_3.ds_latest__extract_month - , subq_3.ds_latest__extract_day - , subq_3.ds_latest__extract_dow - , subq_3.ds_latest__extract_doy - , subq_3.user__ds_latest__day - , subq_3.user__ds_latest__week - , subq_3.user__ds_latest__month - , subq_3.user__ds_latest__quarter - , subq_3.user__ds_latest__year - , subq_3.user__ds_latest__extract_year - , subq_3.user__ds_latest__extract_quarter - , subq_3.user__ds_latest__extract_month - , subq_3.user__ds_latest__extract_day - , subq_3.user__ds_latest__extract_dow - , subq_3.user__ds_latest__extract_doy - , subq_3.user - , subq_3.home_state_latest - , subq_3.user__home_state_latest - FROM ( - -- Read Elements From Semantic Model 'users_latest' - SELECT - DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM users_latest_src_28000.ds) AS ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy - , users_latest_src_28000.home_state_latest - , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy - , users_latest_src_28000.home_state_latest AS user__home_state_latest - , users_latest_src_28000.user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_3 - WHERE user__home_state_latest = 'us' - ) subq_4 - ) subq_5 + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_1 + ) subq_2 ON - subq_2.user = subq_5.user - ) subq_6 + subq_0.user = subq_2.user + ) subq_3 WHERE user__home_state_latest = 'us' -) subq_7 +) subq_4 GROUP BY - subq_7.listing__is_lux_latest - , subq_7.user__home_state_latest + subq_4.listing__is_lux_latest + , subq_4.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Databricks/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Databricks/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql index c77b46c217..e54eaffeb6 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Databricks/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Databricks/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql @@ -7,27 +7,13 @@ FROM ( -- Join Standard Outputs SELECT listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_11.home_state_latest AS user__home_state_latest + , users_latest_src_28000.home_state_latest AS user__home_state_latest FROM ***************************.dim_listings_latest listings_latest_src_28000 - FULL OUTER JOIN ( - -- Constrain Output with WHERE - -- Pass Only Elements: ['home_state_latest', 'user'] - SELECT - subq_9.user - , home_state_latest - FROM ( - -- Read Elements From Semantic Model 'users_latest' - SELECT - home_state_latest - , home_state_latest AS user__home_state_latest - , user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_9 - WHERE user__home_state_latest = 'us' - ) subq_11 + FULL OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 ON - listings_latest_src_28000.user_id = subq_11.user -) subq_12 + listings_latest_src_28000.user_id = users_latest_src_28000.user_id +) subq_8 WHERE user__home_state_latest = 'us' GROUP BY listing__is_lux_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Postgres/test_dimension_values_with_a_join_and_a_filter__plan0.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Postgres/test_dimension_values_with_a_join_and_a_filter__plan0.sql index 77721d6e67..d736ad0d03 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Postgres/test_dimension_values_with_a_join_and_a_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Postgres/test_dimension_values_with_a_join_and_a_filter__plan0.sql @@ -1,127 +1,127 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest'] SELECT - subq_7.listing__is_lux_latest - , subq_7.user__home_state_latest + subq_4.listing__is_lux_latest + , subq_4.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.created_at__day - , subq_6.created_at__week - , subq_6.created_at__month - , subq_6.created_at__quarter - , subq_6.created_at__year - , subq_6.created_at__extract_year - , subq_6.created_at__extract_quarter - , subq_6.created_at__extract_month - , subq_6.created_at__extract_day - , subq_6.created_at__extract_dow - , subq_6.created_at__extract_doy - , subq_6.listing__ds__day - , subq_6.listing__ds__week - , subq_6.listing__ds__month - , subq_6.listing__ds__quarter - , subq_6.listing__ds__year - , subq_6.listing__ds__extract_year - , subq_6.listing__ds__extract_quarter - , subq_6.listing__ds__extract_month - , subq_6.listing__ds__extract_day - , subq_6.listing__ds__extract_dow - , subq_6.listing__ds__extract_doy - , subq_6.listing__created_at__day - , subq_6.listing__created_at__week - , subq_6.listing__created_at__month - , subq_6.listing__created_at__quarter - , subq_6.listing__created_at__year - , subq_6.listing__created_at__extract_year - , subq_6.listing__created_at__extract_quarter - , subq_6.listing__created_at__extract_month - , subq_6.listing__created_at__extract_day - , subq_6.listing__created_at__extract_dow - , subq_6.listing__created_at__extract_doy - , subq_6.listing - , subq_6.user - , subq_6.listing__user - , subq_6.country_latest - , subq_6.is_lux_latest - , subq_6.capacity_latest - , subq_6.listing__country_latest - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.user__home_state_latest - , subq_6.listings - , subq_6.largest_listing - , subq_6.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.user__home_state_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_2.ds__day AS ds__day - , subq_2.ds__week AS ds__week - , subq_2.ds__month AS ds__month - , subq_2.ds__quarter AS ds__quarter - , subq_2.ds__year AS ds__year - , subq_2.ds__extract_year AS ds__extract_year - , subq_2.ds__extract_quarter AS ds__extract_quarter - , subq_2.ds__extract_month AS ds__extract_month - , subq_2.ds__extract_day AS ds__extract_day - , subq_2.ds__extract_dow AS ds__extract_dow - , subq_2.ds__extract_doy AS ds__extract_doy - , subq_2.created_at__day AS created_at__day - , subq_2.created_at__week AS created_at__week - , subq_2.created_at__month AS created_at__month - , subq_2.created_at__quarter AS created_at__quarter - , subq_2.created_at__year AS created_at__year - , subq_2.created_at__extract_year AS created_at__extract_year - , subq_2.created_at__extract_quarter AS created_at__extract_quarter - , subq_2.created_at__extract_month AS created_at__extract_month - , subq_2.created_at__extract_day AS created_at__extract_day - , subq_2.created_at__extract_dow AS created_at__extract_dow - , subq_2.created_at__extract_doy AS created_at__extract_doy - , subq_2.listing__ds__day AS listing__ds__day - , subq_2.listing__ds__week AS listing__ds__week - , subq_2.listing__ds__month AS listing__ds__month - , subq_2.listing__ds__quarter AS listing__ds__quarter - , subq_2.listing__ds__year AS listing__ds__year - , subq_2.listing__ds__extract_year AS listing__ds__extract_year - , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_2.listing__ds__extract_month AS listing__ds__extract_month - , subq_2.listing__ds__extract_day AS listing__ds__extract_day - , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_2.listing__created_at__day AS listing__created_at__day - , subq_2.listing__created_at__week AS listing__created_at__week - , subq_2.listing__created_at__month AS listing__created_at__month - , subq_2.listing__created_at__quarter AS listing__created_at__quarter - , subq_2.listing__created_at__year AS listing__created_at__year - , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_2.listing AS listing - , subq_2.user AS user - , subq_2.listing__user AS listing__user - , subq_2.country_latest AS country_latest - , subq_2.is_lux_latest AS is_lux_latest - , subq_2.capacity_latest AS capacity_latest - , subq_2.listing__country_latest AS listing__country_latest - , subq_2.listing__is_lux_latest AS listing__is_lux_latest - , subq_2.listing__capacity_latest AS listing__capacity_latest - , subq_5.home_state_latest AS user__home_state_latest - , subq_2.listings AS listings - , subq_2.largest_listing AS largest_listing - , subq_2.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_2.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -182,78 +182,48 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 + ) subq_0 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_4.user - , subq_4.home_state_latest + subq_1.user + , subq_1.home_state_latest FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'users_latest' SELECT - subq_3.ds_latest__day - , subq_3.ds_latest__week - , subq_3.ds_latest__month - , subq_3.ds_latest__quarter - , subq_3.ds_latest__year - , subq_3.ds_latest__extract_year - , subq_3.ds_latest__extract_quarter - , subq_3.ds_latest__extract_month - , subq_3.ds_latest__extract_day - , subq_3.ds_latest__extract_dow - , subq_3.ds_latest__extract_doy - , subq_3.user__ds_latest__day - , subq_3.user__ds_latest__week - , subq_3.user__ds_latest__month - , subq_3.user__ds_latest__quarter - , subq_3.user__ds_latest__year - , subq_3.user__ds_latest__extract_year - , subq_3.user__ds_latest__extract_quarter - , subq_3.user__ds_latest__extract_month - , subq_3.user__ds_latest__extract_day - , subq_3.user__ds_latest__extract_dow - , subq_3.user__ds_latest__extract_doy - , subq_3.user - , subq_3.home_state_latest - , subq_3.user__home_state_latest - FROM ( - -- Read Elements From Semantic Model 'users_latest' - SELECT - DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day - , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy - , users_latest_src_28000.home_state_latest - , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day - , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy - , users_latest_src_28000.home_state_latest AS user__home_state_latest - , users_latest_src_28000.user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_3 - WHERE user__home_state_latest = 'us' - ) subq_4 - ) subq_5 + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_1 + ) subq_2 ON - subq_2.user = subq_5.user - ) subq_6 + subq_0.user = subq_2.user + ) subq_3 WHERE user__home_state_latest = 'us' -) subq_7 +) subq_4 GROUP BY - subq_7.listing__is_lux_latest - , subq_7.user__home_state_latest + subq_4.listing__is_lux_latest + , subq_4.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Postgres/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Postgres/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql index c77b46c217..e54eaffeb6 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Postgres/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Postgres/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql @@ -7,27 +7,13 @@ FROM ( -- Join Standard Outputs SELECT listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_11.home_state_latest AS user__home_state_latest + , users_latest_src_28000.home_state_latest AS user__home_state_latest FROM ***************************.dim_listings_latest listings_latest_src_28000 - FULL OUTER JOIN ( - -- Constrain Output with WHERE - -- Pass Only Elements: ['home_state_latest', 'user'] - SELECT - subq_9.user - , home_state_latest - FROM ( - -- Read Elements From Semantic Model 'users_latest' - SELECT - home_state_latest - , home_state_latest AS user__home_state_latest - , user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_9 - WHERE user__home_state_latest = 'us' - ) subq_11 + FULL OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 ON - listings_latest_src_28000.user_id = subq_11.user -) subq_12 + listings_latest_src_28000.user_id = users_latest_src_28000.user_id +) subq_8 WHERE user__home_state_latest = 'us' GROUP BY listing__is_lux_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Redshift/test_dimension_values_with_a_join_and_a_filter__plan0.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Redshift/test_dimension_values_with_a_join_and_a_filter__plan0.sql index 78cd0f7b4d..2444ef1956 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Redshift/test_dimension_values_with_a_join_and_a_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Redshift/test_dimension_values_with_a_join_and_a_filter__plan0.sql @@ -1,127 +1,127 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest'] SELECT - subq_7.listing__is_lux_latest - , subq_7.user__home_state_latest + subq_4.listing__is_lux_latest + , subq_4.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.created_at__day - , subq_6.created_at__week - , subq_6.created_at__month - , subq_6.created_at__quarter - , subq_6.created_at__year - , subq_6.created_at__extract_year - , subq_6.created_at__extract_quarter - , subq_6.created_at__extract_month - , subq_6.created_at__extract_day - , subq_6.created_at__extract_dow - , subq_6.created_at__extract_doy - , subq_6.listing__ds__day - , subq_6.listing__ds__week - , subq_6.listing__ds__month - , subq_6.listing__ds__quarter - , subq_6.listing__ds__year - , subq_6.listing__ds__extract_year - , subq_6.listing__ds__extract_quarter - , subq_6.listing__ds__extract_month - , subq_6.listing__ds__extract_day - , subq_6.listing__ds__extract_dow - , subq_6.listing__ds__extract_doy - , subq_6.listing__created_at__day - , subq_6.listing__created_at__week - , subq_6.listing__created_at__month - , subq_6.listing__created_at__quarter - , subq_6.listing__created_at__year - , subq_6.listing__created_at__extract_year - , subq_6.listing__created_at__extract_quarter - , subq_6.listing__created_at__extract_month - , subq_6.listing__created_at__extract_day - , subq_6.listing__created_at__extract_dow - , subq_6.listing__created_at__extract_doy - , subq_6.listing - , subq_6.user - , subq_6.listing__user - , subq_6.country_latest - , subq_6.is_lux_latest - , subq_6.capacity_latest - , subq_6.listing__country_latest - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.user__home_state_latest - , subq_6.listings - , subq_6.largest_listing - , subq_6.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.user__home_state_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_2.ds__day AS ds__day - , subq_2.ds__week AS ds__week - , subq_2.ds__month AS ds__month - , subq_2.ds__quarter AS ds__quarter - , subq_2.ds__year AS ds__year - , subq_2.ds__extract_year AS ds__extract_year - , subq_2.ds__extract_quarter AS ds__extract_quarter - , subq_2.ds__extract_month AS ds__extract_month - , subq_2.ds__extract_day AS ds__extract_day - , subq_2.ds__extract_dow AS ds__extract_dow - , subq_2.ds__extract_doy AS ds__extract_doy - , subq_2.created_at__day AS created_at__day - , subq_2.created_at__week AS created_at__week - , subq_2.created_at__month AS created_at__month - , subq_2.created_at__quarter AS created_at__quarter - , subq_2.created_at__year AS created_at__year - , subq_2.created_at__extract_year AS created_at__extract_year - , subq_2.created_at__extract_quarter AS created_at__extract_quarter - , subq_2.created_at__extract_month AS created_at__extract_month - , subq_2.created_at__extract_day AS created_at__extract_day - , subq_2.created_at__extract_dow AS created_at__extract_dow - , subq_2.created_at__extract_doy AS created_at__extract_doy - , subq_2.listing__ds__day AS listing__ds__day - , subq_2.listing__ds__week AS listing__ds__week - , subq_2.listing__ds__month AS listing__ds__month - , subq_2.listing__ds__quarter AS listing__ds__quarter - , subq_2.listing__ds__year AS listing__ds__year - , subq_2.listing__ds__extract_year AS listing__ds__extract_year - , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_2.listing__ds__extract_month AS listing__ds__extract_month - , subq_2.listing__ds__extract_day AS listing__ds__extract_day - , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_2.listing__created_at__day AS listing__created_at__day - , subq_2.listing__created_at__week AS listing__created_at__week - , subq_2.listing__created_at__month AS listing__created_at__month - , subq_2.listing__created_at__quarter AS listing__created_at__quarter - , subq_2.listing__created_at__year AS listing__created_at__year - , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_2.listing AS listing - , subq_2.user AS user - , subq_2.listing__user AS listing__user - , subq_2.country_latest AS country_latest - , subq_2.is_lux_latest AS is_lux_latest - , subq_2.capacity_latest AS capacity_latest - , subq_2.listing__country_latest AS listing__country_latest - , subq_2.listing__is_lux_latest AS listing__is_lux_latest - , subq_2.listing__capacity_latest AS listing__capacity_latest - , subq_5.home_state_latest AS user__home_state_latest - , subq_2.listings AS listings - , subq_2.largest_listing AS largest_listing - , subq_2.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_2.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -182,78 +182,48 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 + ) subq_0 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_4.user - , subq_4.home_state_latest + subq_1.user + , subq_1.home_state_latest FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'users_latest' SELECT - subq_3.ds_latest__day - , subq_3.ds_latest__week - , subq_3.ds_latest__month - , subq_3.ds_latest__quarter - , subq_3.ds_latest__year - , subq_3.ds_latest__extract_year - , subq_3.ds_latest__extract_quarter - , subq_3.ds_latest__extract_month - , subq_3.ds_latest__extract_day - , subq_3.ds_latest__extract_dow - , subq_3.ds_latest__extract_doy - , subq_3.user__ds_latest__day - , subq_3.user__ds_latest__week - , subq_3.user__ds_latest__month - , subq_3.user__ds_latest__quarter - , subq_3.user__ds_latest__year - , subq_3.user__ds_latest__extract_year - , subq_3.user__ds_latest__extract_quarter - , subq_3.user__ds_latest__extract_month - , subq_3.user__ds_latest__extract_day - , subq_3.user__ds_latest__extract_dow - , subq_3.user__ds_latest__extract_doy - , subq_3.user - , subq_3.home_state_latest - , subq_3.user__home_state_latest - FROM ( - -- Read Elements From Semantic Model 'users_latest' - SELECT - DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day - , CASE WHEN EXTRACT(dow FROM users_latest_src_28000.ds) = 0 THEN EXTRACT(dow FROM users_latest_src_28000.ds) + 7 ELSE EXTRACT(dow FROM users_latest_src_28000.ds) END AS ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy - , users_latest_src_28000.home_state_latest - , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day - , CASE WHEN EXTRACT(dow FROM users_latest_src_28000.ds) = 0 THEN EXTRACT(dow FROM users_latest_src_28000.ds) + 7 ELSE EXTRACT(dow FROM users_latest_src_28000.ds) END AS user__ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy - , users_latest_src_28000.home_state_latest AS user__home_state_latest - , users_latest_src_28000.user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_3 - WHERE user__home_state_latest = 'us' - ) subq_4 - ) subq_5 + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , CASE WHEN EXTRACT(dow FROM users_latest_src_28000.ds) = 0 THEN EXTRACT(dow FROM users_latest_src_28000.ds) + 7 ELSE EXTRACT(dow FROM users_latest_src_28000.ds) END AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , CASE WHEN EXTRACT(dow FROM users_latest_src_28000.ds) = 0 THEN EXTRACT(dow FROM users_latest_src_28000.ds) + 7 ELSE EXTRACT(dow FROM users_latest_src_28000.ds) END AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_1 + ) subq_2 ON - subq_2.user = subq_5.user - ) subq_6 + subq_0.user = subq_2.user + ) subq_3 WHERE user__home_state_latest = 'us' -) subq_7 +) subq_4 GROUP BY - subq_7.listing__is_lux_latest - , subq_7.user__home_state_latest + subq_4.listing__is_lux_latest + , subq_4.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Redshift/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Redshift/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql index c77b46c217..e54eaffeb6 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Redshift/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Redshift/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql @@ -7,27 +7,13 @@ FROM ( -- Join Standard Outputs SELECT listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_11.home_state_latest AS user__home_state_latest + , users_latest_src_28000.home_state_latest AS user__home_state_latest FROM ***************************.dim_listings_latest listings_latest_src_28000 - FULL OUTER JOIN ( - -- Constrain Output with WHERE - -- Pass Only Elements: ['home_state_latest', 'user'] - SELECT - subq_9.user - , home_state_latest - FROM ( - -- Read Elements From Semantic Model 'users_latest' - SELECT - home_state_latest - , home_state_latest AS user__home_state_latest - , user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_9 - WHERE user__home_state_latest = 'us' - ) subq_11 + FULL OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 ON - listings_latest_src_28000.user_id = subq_11.user -) subq_12 + listings_latest_src_28000.user_id = users_latest_src_28000.user_id +) subq_8 WHERE user__home_state_latest = 'us' GROUP BY listing__is_lux_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Snowflake/test_dimension_values_with_a_join_and_a_filter__plan0.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Snowflake/test_dimension_values_with_a_join_and_a_filter__plan0.sql index 4d8a81ae07..fe092394e6 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Snowflake/test_dimension_values_with_a_join_and_a_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Snowflake/test_dimension_values_with_a_join_and_a_filter__plan0.sql @@ -1,127 +1,127 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest'] SELECT - subq_7.listing__is_lux_latest - , subq_7.user__home_state_latest + subq_4.listing__is_lux_latest + , subq_4.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.created_at__day - , subq_6.created_at__week - , subq_6.created_at__month - , subq_6.created_at__quarter - , subq_6.created_at__year - , subq_6.created_at__extract_year - , subq_6.created_at__extract_quarter - , subq_6.created_at__extract_month - , subq_6.created_at__extract_day - , subq_6.created_at__extract_dow - , subq_6.created_at__extract_doy - , subq_6.listing__ds__day - , subq_6.listing__ds__week - , subq_6.listing__ds__month - , subq_6.listing__ds__quarter - , subq_6.listing__ds__year - , subq_6.listing__ds__extract_year - , subq_6.listing__ds__extract_quarter - , subq_6.listing__ds__extract_month - , subq_6.listing__ds__extract_day - , subq_6.listing__ds__extract_dow - , subq_6.listing__ds__extract_doy - , subq_6.listing__created_at__day - , subq_6.listing__created_at__week - , subq_6.listing__created_at__month - , subq_6.listing__created_at__quarter - , subq_6.listing__created_at__year - , subq_6.listing__created_at__extract_year - , subq_6.listing__created_at__extract_quarter - , subq_6.listing__created_at__extract_month - , subq_6.listing__created_at__extract_day - , subq_6.listing__created_at__extract_dow - , subq_6.listing__created_at__extract_doy - , subq_6.listing - , subq_6.user - , subq_6.listing__user - , subq_6.country_latest - , subq_6.is_lux_latest - , subq_6.capacity_latest - , subq_6.listing__country_latest - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.user__home_state_latest - , subq_6.listings - , subq_6.largest_listing - , subq_6.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.user__home_state_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_2.ds__day AS ds__day - , subq_2.ds__week AS ds__week - , subq_2.ds__month AS ds__month - , subq_2.ds__quarter AS ds__quarter - , subq_2.ds__year AS ds__year - , subq_2.ds__extract_year AS ds__extract_year - , subq_2.ds__extract_quarter AS ds__extract_quarter - , subq_2.ds__extract_month AS ds__extract_month - , subq_2.ds__extract_day AS ds__extract_day - , subq_2.ds__extract_dow AS ds__extract_dow - , subq_2.ds__extract_doy AS ds__extract_doy - , subq_2.created_at__day AS created_at__day - , subq_2.created_at__week AS created_at__week - , subq_2.created_at__month AS created_at__month - , subq_2.created_at__quarter AS created_at__quarter - , subq_2.created_at__year AS created_at__year - , subq_2.created_at__extract_year AS created_at__extract_year - , subq_2.created_at__extract_quarter AS created_at__extract_quarter - , subq_2.created_at__extract_month AS created_at__extract_month - , subq_2.created_at__extract_day AS created_at__extract_day - , subq_2.created_at__extract_dow AS created_at__extract_dow - , subq_2.created_at__extract_doy AS created_at__extract_doy - , subq_2.listing__ds__day AS listing__ds__day - , subq_2.listing__ds__week AS listing__ds__week - , subq_2.listing__ds__month AS listing__ds__month - , subq_2.listing__ds__quarter AS listing__ds__quarter - , subq_2.listing__ds__year AS listing__ds__year - , subq_2.listing__ds__extract_year AS listing__ds__extract_year - , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_2.listing__ds__extract_month AS listing__ds__extract_month - , subq_2.listing__ds__extract_day AS listing__ds__extract_day - , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_2.listing__created_at__day AS listing__created_at__day - , subq_2.listing__created_at__week AS listing__created_at__week - , subq_2.listing__created_at__month AS listing__created_at__month - , subq_2.listing__created_at__quarter AS listing__created_at__quarter - , subq_2.listing__created_at__year AS listing__created_at__year - , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_2.listing AS listing - , subq_2.user AS user - , subq_2.listing__user AS listing__user - , subq_2.country_latest AS country_latest - , subq_2.is_lux_latest AS is_lux_latest - , subq_2.capacity_latest AS capacity_latest - , subq_2.listing__country_latest AS listing__country_latest - , subq_2.listing__is_lux_latest AS listing__is_lux_latest - , subq_2.listing__capacity_latest AS listing__capacity_latest - , subq_5.home_state_latest AS user__home_state_latest - , subq_2.listings AS listings - , subq_2.largest_listing AS largest_listing - , subq_2.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_2.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -182,78 +182,48 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 + ) subq_0 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_4.user - , subq_4.home_state_latest + subq_1.user + , subq_1.home_state_latest FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'users_latest' SELECT - subq_3.ds_latest__day - , subq_3.ds_latest__week - , subq_3.ds_latest__month - , subq_3.ds_latest__quarter - , subq_3.ds_latest__year - , subq_3.ds_latest__extract_year - , subq_3.ds_latest__extract_quarter - , subq_3.ds_latest__extract_month - , subq_3.ds_latest__extract_day - , subq_3.ds_latest__extract_dow - , subq_3.ds_latest__extract_doy - , subq_3.user__ds_latest__day - , subq_3.user__ds_latest__week - , subq_3.user__ds_latest__month - , subq_3.user__ds_latest__quarter - , subq_3.user__ds_latest__year - , subq_3.user__ds_latest__extract_year - , subq_3.user__ds_latest__extract_quarter - , subq_3.user__ds_latest__extract_month - , subq_3.user__ds_latest__extract_day - , subq_3.user__ds_latest__extract_dow - , subq_3.user__ds_latest__extract_doy - , subq_3.user - , subq_3.home_state_latest - , subq_3.user__home_state_latest - FROM ( - -- Read Elements From Semantic Model 'users_latest' - SELECT - DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day - , EXTRACT(dayofweekiso FROM users_latest_src_28000.ds) AS ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy - , users_latest_src_28000.home_state_latest - , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day - , EXTRACT(dayofweekiso FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy - , users_latest_src_28000.home_state_latest AS user__home_state_latest - , users_latest_src_28000.user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_3 - WHERE user__home_state_latest = 'us' - ) subq_4 - ) subq_5 + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(dayofweekiso FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(dayofweekiso FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_1 + ) subq_2 ON - subq_2.user = subq_5.user - ) subq_6 + subq_0.user = subq_2.user + ) subq_3 WHERE user__home_state_latest = 'us' -) subq_7 +) subq_4 GROUP BY - subq_7.listing__is_lux_latest - , subq_7.user__home_state_latest + subq_4.listing__is_lux_latest + , subq_4.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Snowflake/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Snowflake/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql index c77b46c217..e54eaffeb6 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Snowflake/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Snowflake/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql @@ -7,27 +7,13 @@ FROM ( -- Join Standard Outputs SELECT listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_11.home_state_latest AS user__home_state_latest + , users_latest_src_28000.home_state_latest AS user__home_state_latest FROM ***************************.dim_listings_latest listings_latest_src_28000 - FULL OUTER JOIN ( - -- Constrain Output with WHERE - -- Pass Only Elements: ['home_state_latest', 'user'] - SELECT - subq_9.user - , home_state_latest - FROM ( - -- Read Elements From Semantic Model 'users_latest' - SELECT - home_state_latest - , home_state_latest AS user__home_state_latest - , user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_9 - WHERE user__home_state_latest = 'us' - ) subq_11 + FULL OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 ON - listings_latest_src_28000.user_id = subq_11.user -) subq_12 + listings_latest_src_28000.user_id = users_latest_src_28000.user_id +) subq_8 WHERE user__home_state_latest = 'us' GROUP BY listing__is_lux_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Trino/test_dimension_values_with_a_join_and_a_filter__plan0.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Trino/test_dimension_values_with_a_join_and_a_filter__plan0.sql index 4f779da15b..478b5d81be 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Trino/test_dimension_values_with_a_join_and_a_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Trino/test_dimension_values_with_a_join_and_a_filter__plan0.sql @@ -1,127 +1,127 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest'] SELECT - subq_7.listing__is_lux_latest - , subq_7.user__home_state_latest + subq_4.listing__is_lux_latest + , subq_4.user__home_state_latest FROM ( -- Constrain Output with WHERE SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.created_at__day - , subq_6.created_at__week - , subq_6.created_at__month - , subq_6.created_at__quarter - , subq_6.created_at__year - , subq_6.created_at__extract_year - , subq_6.created_at__extract_quarter - , subq_6.created_at__extract_month - , subq_6.created_at__extract_day - , subq_6.created_at__extract_dow - , subq_6.created_at__extract_doy - , subq_6.listing__ds__day - , subq_6.listing__ds__week - , subq_6.listing__ds__month - , subq_6.listing__ds__quarter - , subq_6.listing__ds__year - , subq_6.listing__ds__extract_year - , subq_6.listing__ds__extract_quarter - , subq_6.listing__ds__extract_month - , subq_6.listing__ds__extract_day - , subq_6.listing__ds__extract_dow - , subq_6.listing__ds__extract_doy - , subq_6.listing__created_at__day - , subq_6.listing__created_at__week - , subq_6.listing__created_at__month - , subq_6.listing__created_at__quarter - , subq_6.listing__created_at__year - , subq_6.listing__created_at__extract_year - , subq_6.listing__created_at__extract_quarter - , subq_6.listing__created_at__extract_month - , subq_6.listing__created_at__extract_day - , subq_6.listing__created_at__extract_dow - , subq_6.listing__created_at__extract_doy - , subq_6.listing - , subq_6.user - , subq_6.listing__user - , subq_6.country_latest - , subq_6.is_lux_latest - , subq_6.capacity_latest - , subq_6.listing__country_latest - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.user__home_state_latest - , subq_6.listings - , subq_6.largest_listing - , subq_6.smallest_listing + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.user__home_state_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_2.ds__day AS ds__day - , subq_2.ds__week AS ds__week - , subq_2.ds__month AS ds__month - , subq_2.ds__quarter AS ds__quarter - , subq_2.ds__year AS ds__year - , subq_2.ds__extract_year AS ds__extract_year - , subq_2.ds__extract_quarter AS ds__extract_quarter - , subq_2.ds__extract_month AS ds__extract_month - , subq_2.ds__extract_day AS ds__extract_day - , subq_2.ds__extract_dow AS ds__extract_dow - , subq_2.ds__extract_doy AS ds__extract_doy - , subq_2.created_at__day AS created_at__day - , subq_2.created_at__week AS created_at__week - , subq_2.created_at__month AS created_at__month - , subq_2.created_at__quarter AS created_at__quarter - , subq_2.created_at__year AS created_at__year - , subq_2.created_at__extract_year AS created_at__extract_year - , subq_2.created_at__extract_quarter AS created_at__extract_quarter - , subq_2.created_at__extract_month AS created_at__extract_month - , subq_2.created_at__extract_day AS created_at__extract_day - , subq_2.created_at__extract_dow AS created_at__extract_dow - , subq_2.created_at__extract_doy AS created_at__extract_doy - , subq_2.listing__ds__day AS listing__ds__day - , subq_2.listing__ds__week AS listing__ds__week - , subq_2.listing__ds__month AS listing__ds__month - , subq_2.listing__ds__quarter AS listing__ds__quarter - , subq_2.listing__ds__year AS listing__ds__year - , subq_2.listing__ds__extract_year AS listing__ds__extract_year - , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_2.listing__ds__extract_month AS listing__ds__extract_month - , subq_2.listing__ds__extract_day AS listing__ds__extract_day - , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_2.listing__created_at__day AS listing__created_at__day - , subq_2.listing__created_at__week AS listing__created_at__week - , subq_2.listing__created_at__month AS listing__created_at__month - , subq_2.listing__created_at__quarter AS listing__created_at__quarter - , subq_2.listing__created_at__year AS listing__created_at__year - , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_2.listing AS listing - , subq_2.user AS user - , subq_2.listing__user AS listing__user - , subq_2.country_latest AS country_latest - , subq_2.is_lux_latest AS is_lux_latest - , subq_2.capacity_latest AS capacity_latest - , subq_2.listing__country_latest AS listing__country_latest - , subq_2.listing__is_lux_latest AS listing__is_lux_latest - , subq_2.listing__capacity_latest AS listing__capacity_latest - , subq_5.home_state_latest AS user__home_state_latest - , subq_2.listings AS listings - , subq_2.largest_listing AS largest_listing - , subq_2.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_2.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -182,78 +182,48 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 + ) subq_0 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_4.user - , subq_4.home_state_latest + subq_1.user + , subq_1.home_state_latest FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'users_latest' SELECT - subq_3.ds_latest__day - , subq_3.ds_latest__week - , subq_3.ds_latest__month - , subq_3.ds_latest__quarter - , subq_3.ds_latest__year - , subq_3.ds_latest__extract_year - , subq_3.ds_latest__extract_quarter - , subq_3.ds_latest__extract_month - , subq_3.ds_latest__extract_day - , subq_3.ds_latest__extract_dow - , subq_3.ds_latest__extract_doy - , subq_3.user__ds_latest__day - , subq_3.user__ds_latest__week - , subq_3.user__ds_latest__month - , subq_3.user__ds_latest__quarter - , subq_3.user__ds_latest__year - , subq_3.user__ds_latest__extract_year - , subq_3.user__ds_latest__extract_quarter - , subq_3.user__ds_latest__extract_month - , subq_3.user__ds_latest__extract_day - , subq_3.user__ds_latest__extract_dow - , subq_3.user__ds_latest__extract_doy - , subq_3.user - , subq_3.home_state_latest - , subq_3.user__home_state_latest - FROM ( - -- Read Elements From Semantic Model 'users_latest' - SELECT - DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day - , EXTRACT(DAY_OF_WEEK FROM users_latest_src_28000.ds) AS ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy - , users_latest_src_28000.home_state_latest - , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day - , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week - , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month - , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter - , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year - , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year - , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter - , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month - , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day - , EXTRACT(DAY_OF_WEEK FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow - , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy - , users_latest_src_28000.home_state_latest AS user__home_state_latest - , users_latest_src_28000.user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_3 - WHERE user__home_state_latest = 'us' - ) subq_4 - ) subq_5 + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(DAY_OF_WEEK FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(DAY_OF_WEEK FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_1 + ) subq_2 ON - subq_2.user = subq_5.user - ) subq_6 + subq_0.user = subq_2.user + ) subq_3 WHERE user__home_state_latest = 'us' -) subq_7 +) subq_4 GROUP BY - subq_7.listing__is_lux_latest - , subq_7.user__home_state_latest + subq_4.listing__is_lux_latest + , subq_4.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Trino/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Trino/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql index c77b46c217..e54eaffeb6 100644 --- a/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Trino/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_distinct_values_to_sql.py/SqlQueryPlan/Trino/test_dimension_values_with_a_join_and_a_filter__plan0_optimized.sql @@ -7,27 +7,13 @@ FROM ( -- Join Standard Outputs SELECT listings_latest_src_28000.is_lux AS listing__is_lux_latest - , subq_11.home_state_latest AS user__home_state_latest + , users_latest_src_28000.home_state_latest AS user__home_state_latest FROM ***************************.dim_listings_latest listings_latest_src_28000 - FULL OUTER JOIN ( - -- Constrain Output with WHERE - -- Pass Only Elements: ['home_state_latest', 'user'] - SELECT - subq_9.user - , home_state_latest - FROM ( - -- Read Elements From Semantic Model 'users_latest' - SELECT - home_state_latest - , home_state_latest AS user__home_state_latest - , user_id AS user - FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_9 - WHERE user__home_state_latest = 'us' - ) subq_11 + FULL OUTER JOIN + ***************************.dim_users_latest users_latest_src_28000 ON - listings_latest_src_28000.user_id = subq_11.user -) subq_12 + listings_latest_src_28000.user_id = users_latest_src_28000.user_id +) subq_8 WHERE user__home_state_latest = 'us' GROUP BY listing__is_lux_latest diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0.sql index 552badef47..55f1ad847b 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0.sql @@ -1,76 +1,76 @@ -- Compute Metrics via Expressions SELECT - subq_27.third_hop_count + subq_25.third_hop_count FROM ( -- Aggregate Measures SELECT - COUNT(DISTINCT subq_26.third_hop_count) AS third_hop_count + COUNT(DISTINCT subq_24.third_hop_count) AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count',] SELECT - subq_25.third_hop_count + subq_23.third_hop_count FROM ( -- Constrain Output with WHERE SELECT - subq_24.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_24.third_hop_count + subq_22.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_22.third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_23.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_23.third_hop_count + subq_21.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_21.third_hop_count FROM ( -- Join Standard Outputs SELECT - subq_13.customer_third_hop_id AS customer_third_hop_id - , subq_22.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id - , subq_22.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_13.third_hop_count AS third_hop_count + subq_11.customer_third_hop_id AS customer_third_hop_id + , subq_20.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_20.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_11.third_hop_count AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] SELECT - subq_12.customer_third_hop_id - , subq_12.third_hop_count + subq_10.customer_third_hop_id + , subq_10.third_hop_count FROM ( -- Metric Time Dimension 'third_hop_ds' SELECT - subq_11.third_hop_ds__day - , subq_11.third_hop_ds__week - , subq_11.third_hop_ds__month - , subq_11.third_hop_ds__quarter - , subq_11.third_hop_ds__year - , subq_11.third_hop_ds__extract_year - , subq_11.third_hop_ds__extract_quarter - , subq_11.third_hop_ds__extract_month - , subq_11.third_hop_ds__extract_day - , subq_11.third_hop_ds__extract_dow - , subq_11.third_hop_ds__extract_doy - , subq_11.customer_third_hop_id__third_hop_ds__day - , subq_11.customer_third_hop_id__third_hop_ds__week - , subq_11.customer_third_hop_id__third_hop_ds__month - , subq_11.customer_third_hop_id__third_hop_ds__quarter - , subq_11.customer_third_hop_id__third_hop_ds__year - , subq_11.customer_third_hop_id__third_hop_ds__extract_year - , subq_11.customer_third_hop_id__third_hop_ds__extract_quarter - , subq_11.customer_third_hop_id__third_hop_ds__extract_month - , subq_11.customer_third_hop_id__third_hop_ds__extract_day - , subq_11.customer_third_hop_id__third_hop_ds__extract_dow - , subq_11.customer_third_hop_id__third_hop_ds__extract_doy - , subq_11.third_hop_ds__day AS metric_time__day - , subq_11.third_hop_ds__week AS metric_time__week - , subq_11.third_hop_ds__month AS metric_time__month - , subq_11.third_hop_ds__quarter AS metric_time__quarter - , subq_11.third_hop_ds__year AS metric_time__year - , subq_11.third_hop_ds__extract_year AS metric_time__extract_year - , subq_11.third_hop_ds__extract_quarter AS metric_time__extract_quarter - , subq_11.third_hop_ds__extract_month AS metric_time__extract_month - , subq_11.third_hop_ds__extract_day AS metric_time__extract_day - , subq_11.third_hop_ds__extract_dow AS metric_time__extract_dow - , subq_11.third_hop_ds__extract_doy AS metric_time__extract_doy - , subq_11.customer_third_hop_id - , subq_11.value - , subq_11.customer_third_hop_id__value - , subq_11.third_hop_count + subq_9.third_hop_ds__day + , subq_9.third_hop_ds__week + , subq_9.third_hop_ds__month + , subq_9.third_hop_ds__quarter + , subq_9.third_hop_ds__year + , subq_9.third_hop_ds__extract_year + , subq_9.third_hop_ds__extract_quarter + , subq_9.third_hop_ds__extract_month + , subq_9.third_hop_ds__extract_day + , subq_9.third_hop_ds__extract_dow + , subq_9.third_hop_ds__extract_doy + , subq_9.customer_third_hop_id__third_hop_ds__day + , subq_9.customer_third_hop_id__third_hop_ds__week + , subq_9.customer_third_hop_id__third_hop_ds__month + , subq_9.customer_third_hop_id__third_hop_ds__quarter + , subq_9.customer_third_hop_id__third_hop_ds__year + , subq_9.customer_third_hop_id__third_hop_ds__extract_year + , subq_9.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_9.customer_third_hop_id__third_hop_ds__extract_month + , subq_9.customer_third_hop_id__third_hop_ds__extract_day + , subq_9.customer_third_hop_id__third_hop_ds__extract_dow + , subq_9.customer_third_hop_id__third_hop_ds__extract_doy + , subq_9.third_hop_ds__day AS metric_time__day + , subq_9.third_hop_ds__week AS metric_time__week + , subq_9.third_hop_ds__month AS metric_time__month + , subq_9.third_hop_ds__quarter AS metric_time__quarter + , subq_9.third_hop_ds__year AS metric_time__year + , subq_9.third_hop_ds__extract_year AS metric_time__extract_year + , subq_9.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_9.third_hop_ds__extract_month AS metric_time__extract_month + , subq_9.third_hop_ds__extract_day AS metric_time__extract_day + , subq_9.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_9.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_9.customer_third_hop_id + , subq_9.value + , subq_9.customer_third_hop_id__value + , subq_9.third_hop_count FROM ( -- Read Elements From Semantic Model 'third_hop_table' SELECT @@ -101,151 +101,151 @@ FROM ( , EXTRACT(dayofyear FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy , third_hop_table_src_22000.customer_third_hop_id FROM ***************************.third_hop_table third_hop_table_src_22000 - ) subq_11 - ) subq_12 - ) subq_13 + ) subq_9 + ) subq_10 + ) subq_11 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_21.customer_id__customer_third_hop_id - , subq_21.customer_id__customer_third_hop_id__paraguayan_customers + subq_19.customer_id__customer_third_hop_id + , subq_19.customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Compute Metrics via Expressions SELECT - subq_20.customer_id__customer_third_hop_id - , subq_20.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + subq_18.customer_id__customer_third_hop_id + , subq_18.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Aggregate Measures SELECT - subq_19.customer_id__customer_third_hop_id - , SUM(subq_19.customers_with_other_data) AS customers_with_other_data + subq_17.customer_id__customer_third_hop_id + , SUM(subq_17.customers_with_other_data) AS customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] SELECT - subq_18.customer_id__customer_third_hop_id - , subq_18.customers_with_other_data + subq_16.customer_id__customer_third_hop_id + , subq_16.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_17.customer_id__customer_third_hop_id - , subq_17.customer_id__country - , subq_17.customers_with_other_data + subq_15.customer_id__customer_third_hop_id + , subq_15.customer_id__country + , subq_15.customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - subq_16.customer_id__customer_third_hop_id - , subq_16.customer_id__country - , subq_16.customers_with_other_data + subq_14.customer_id__customer_third_hop_id + , subq_14.customer_id__country + , subq_14.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_15.acquired_ds__day - , subq_15.acquired_ds__week - , subq_15.acquired_ds__month - , subq_15.acquired_ds__quarter - , subq_15.acquired_ds__year - , subq_15.acquired_ds__extract_year - , subq_15.acquired_ds__extract_quarter - , subq_15.acquired_ds__extract_month - , subq_15.acquired_ds__extract_day - , subq_15.acquired_ds__extract_dow - , subq_15.acquired_ds__extract_doy - , subq_15.customer_id__acquired_ds__day - , subq_15.customer_id__acquired_ds__week - , subq_15.customer_id__acquired_ds__month - , subq_15.customer_id__acquired_ds__quarter - , subq_15.customer_id__acquired_ds__year - , subq_15.customer_id__acquired_ds__extract_year - , subq_15.customer_id__acquired_ds__extract_quarter - , subq_15.customer_id__acquired_ds__extract_month - , subq_15.customer_id__acquired_ds__extract_day - , subq_15.customer_id__acquired_ds__extract_dow - , subq_15.customer_id__acquired_ds__extract_doy - , subq_15.customer_third_hop_id__acquired_ds__day - , subq_15.customer_third_hop_id__acquired_ds__week - , subq_15.customer_third_hop_id__acquired_ds__month - , subq_15.customer_third_hop_id__acquired_ds__quarter - , subq_15.customer_third_hop_id__acquired_ds__year - , subq_15.customer_third_hop_id__acquired_ds__extract_year - , subq_15.customer_third_hop_id__acquired_ds__extract_quarter - , subq_15.customer_third_hop_id__acquired_ds__extract_month - , subq_15.customer_third_hop_id__acquired_ds__extract_day - , subq_15.customer_third_hop_id__acquired_ds__extract_dow - , subq_15.customer_third_hop_id__acquired_ds__extract_doy - , subq_15.metric_time__day - , subq_15.metric_time__week - , subq_15.metric_time__month - , subq_15.metric_time__quarter - , subq_15.metric_time__year - , subq_15.metric_time__extract_year - , subq_15.metric_time__extract_quarter - , subq_15.metric_time__extract_month - , subq_15.metric_time__extract_day - , subq_15.metric_time__extract_dow - , subq_15.metric_time__extract_doy - , subq_15.customer_id - , subq_15.customer_third_hop_id - , subq_15.customer_id__customer_third_hop_id - , subq_15.customer_third_hop_id__customer_id - , subq_15.country - , subq_15.customer_id__country - , subq_15.customer_third_hop_id__country - , subq_15.customers_with_other_data + subq_13.acquired_ds__day + , subq_13.acquired_ds__week + , subq_13.acquired_ds__month + , subq_13.acquired_ds__quarter + , subq_13.acquired_ds__year + , subq_13.acquired_ds__extract_year + , subq_13.acquired_ds__extract_quarter + , subq_13.acquired_ds__extract_month + , subq_13.acquired_ds__extract_day + , subq_13.acquired_ds__extract_dow + , subq_13.acquired_ds__extract_doy + , subq_13.customer_id__acquired_ds__day + , subq_13.customer_id__acquired_ds__week + , subq_13.customer_id__acquired_ds__month + , subq_13.customer_id__acquired_ds__quarter + , subq_13.customer_id__acquired_ds__year + , subq_13.customer_id__acquired_ds__extract_year + , subq_13.customer_id__acquired_ds__extract_quarter + , subq_13.customer_id__acquired_ds__extract_month + , subq_13.customer_id__acquired_ds__extract_day + , subq_13.customer_id__acquired_ds__extract_dow + , subq_13.customer_id__acquired_ds__extract_doy + , subq_13.customer_third_hop_id__acquired_ds__day + , subq_13.customer_third_hop_id__acquired_ds__week + , subq_13.customer_third_hop_id__acquired_ds__month + , subq_13.customer_third_hop_id__acquired_ds__quarter + , subq_13.customer_third_hop_id__acquired_ds__year + , subq_13.customer_third_hop_id__acquired_ds__extract_year + , subq_13.customer_third_hop_id__acquired_ds__extract_quarter + , subq_13.customer_third_hop_id__acquired_ds__extract_month + , subq_13.customer_third_hop_id__acquired_ds__extract_day + , subq_13.customer_third_hop_id__acquired_ds__extract_dow + , subq_13.customer_third_hop_id__acquired_ds__extract_doy + , subq_13.metric_time__day + , subq_13.metric_time__week + , subq_13.metric_time__month + , subq_13.metric_time__quarter + , subq_13.metric_time__year + , subq_13.metric_time__extract_year + , subq_13.metric_time__extract_quarter + , subq_13.metric_time__extract_month + , subq_13.metric_time__extract_day + , subq_13.metric_time__extract_dow + , subq_13.metric_time__extract_doy + , subq_13.customer_id + , subq_13.customer_third_hop_id + , subq_13.customer_id__customer_third_hop_id + , subq_13.customer_third_hop_id__customer_id + , subq_13.country + , subq_13.customer_id__country + , subq_13.customer_third_hop_id__country + , subq_13.customers_with_other_data FROM ( -- Metric Time Dimension 'acquired_ds' SELECT - subq_14.acquired_ds__day - , subq_14.acquired_ds__week - , subq_14.acquired_ds__month - , subq_14.acquired_ds__quarter - , subq_14.acquired_ds__year - , subq_14.acquired_ds__extract_year - , subq_14.acquired_ds__extract_quarter - , subq_14.acquired_ds__extract_month - , subq_14.acquired_ds__extract_day - , subq_14.acquired_ds__extract_dow - , subq_14.acquired_ds__extract_doy - , subq_14.customer_id__acquired_ds__day - , subq_14.customer_id__acquired_ds__week - , subq_14.customer_id__acquired_ds__month - , subq_14.customer_id__acquired_ds__quarter - , subq_14.customer_id__acquired_ds__year - , subq_14.customer_id__acquired_ds__extract_year - , subq_14.customer_id__acquired_ds__extract_quarter - , subq_14.customer_id__acquired_ds__extract_month - , subq_14.customer_id__acquired_ds__extract_day - , subq_14.customer_id__acquired_ds__extract_dow - , subq_14.customer_id__acquired_ds__extract_doy - , subq_14.customer_third_hop_id__acquired_ds__day - , subq_14.customer_third_hop_id__acquired_ds__week - , subq_14.customer_third_hop_id__acquired_ds__month - , subq_14.customer_third_hop_id__acquired_ds__quarter - , subq_14.customer_third_hop_id__acquired_ds__year - , subq_14.customer_third_hop_id__acquired_ds__extract_year - , subq_14.customer_third_hop_id__acquired_ds__extract_quarter - , subq_14.customer_third_hop_id__acquired_ds__extract_month - , subq_14.customer_third_hop_id__acquired_ds__extract_day - , subq_14.customer_third_hop_id__acquired_ds__extract_dow - , subq_14.customer_third_hop_id__acquired_ds__extract_doy - , subq_14.acquired_ds__day AS metric_time__day - , subq_14.acquired_ds__week AS metric_time__week - , subq_14.acquired_ds__month AS metric_time__month - , subq_14.acquired_ds__quarter AS metric_time__quarter - , subq_14.acquired_ds__year AS metric_time__year - , subq_14.acquired_ds__extract_year AS metric_time__extract_year - , subq_14.acquired_ds__extract_quarter AS metric_time__extract_quarter - , subq_14.acquired_ds__extract_month AS metric_time__extract_month - , subq_14.acquired_ds__extract_day AS metric_time__extract_day - , subq_14.acquired_ds__extract_dow AS metric_time__extract_dow - , subq_14.acquired_ds__extract_doy AS metric_time__extract_doy - , subq_14.customer_id - , subq_14.customer_third_hop_id - , subq_14.customer_id__customer_third_hop_id - , subq_14.customer_third_hop_id__customer_id - , subq_14.country - , subq_14.customer_id__country - , subq_14.customer_third_hop_id__country - , subq_14.customers_with_other_data + subq_12.acquired_ds__day + , subq_12.acquired_ds__week + , subq_12.acquired_ds__month + , subq_12.acquired_ds__quarter + , subq_12.acquired_ds__year + , subq_12.acquired_ds__extract_year + , subq_12.acquired_ds__extract_quarter + , subq_12.acquired_ds__extract_month + , subq_12.acquired_ds__extract_day + , subq_12.acquired_ds__extract_dow + , subq_12.acquired_ds__extract_doy + , subq_12.customer_id__acquired_ds__day + , subq_12.customer_id__acquired_ds__week + , subq_12.customer_id__acquired_ds__month + , subq_12.customer_id__acquired_ds__quarter + , subq_12.customer_id__acquired_ds__year + , subq_12.customer_id__acquired_ds__extract_year + , subq_12.customer_id__acquired_ds__extract_quarter + , subq_12.customer_id__acquired_ds__extract_month + , subq_12.customer_id__acquired_ds__extract_day + , subq_12.customer_id__acquired_ds__extract_dow + , subq_12.customer_id__acquired_ds__extract_doy + , subq_12.customer_third_hop_id__acquired_ds__day + , subq_12.customer_third_hop_id__acquired_ds__week + , subq_12.customer_third_hop_id__acquired_ds__month + , subq_12.customer_third_hop_id__acquired_ds__quarter + , subq_12.customer_third_hop_id__acquired_ds__year + , subq_12.customer_third_hop_id__acquired_ds__extract_year + , subq_12.customer_third_hop_id__acquired_ds__extract_quarter + , subq_12.customer_third_hop_id__acquired_ds__extract_month + , subq_12.customer_third_hop_id__acquired_ds__extract_day + , subq_12.customer_third_hop_id__acquired_ds__extract_dow + , subq_12.customer_third_hop_id__acquired_ds__extract_doy + , subq_12.acquired_ds__day AS metric_time__day + , subq_12.acquired_ds__week AS metric_time__week + , subq_12.acquired_ds__month AS metric_time__month + , subq_12.acquired_ds__quarter AS metric_time__quarter + , subq_12.acquired_ds__year AS metric_time__year + , subq_12.acquired_ds__extract_year AS metric_time__extract_year + , subq_12.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_12.acquired_ds__extract_month AS metric_time__extract_month + , subq_12.acquired_ds__extract_day AS metric_time__extract_day + , subq_12.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_12.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_12.customer_id + , subq_12.customer_third_hop_id + , subq_12.customer_id__customer_third_hop_id + , subq_12.customer_third_hop_id__customer_id + , subq_12.country + , subq_12.customer_id__country + , subq_12.customer_third_hop_id__country + , subq_12.customers_with_other_data FROM ( -- Read Elements From Semantic Model 'customer_other_data' SELECT @@ -291,24 +291,24 @@ FROM ( , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_14 - ) subq_15 + ) subq_12 + ) subq_13 WHERE customer_id__country = 'paraguay' - ) subq_16 - ) subq_17 + ) subq_14 + ) subq_15 WHERE customer_id__country = 'paraguay' - ) subq_18 - ) subq_19 + ) subq_16 + ) subq_17 GROUP BY customer_id__customer_third_hop_id - ) subq_20 - ) subq_21 - ) subq_22 + ) subq_18 + ) subq_19 + ) subq_20 ON - subq_13.customer_third_hop_id = subq_22.customer_id__customer_third_hop_id - ) subq_23 - ) subq_24 + subq_11.customer_third_hop_id = subq_20.customer_id__customer_third_hop_id + ) subq_21 + ) subq_22 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 - ) subq_25 - ) subq_26 -) subq_27 + ) subq_23 + ) subq_24 +) subq_25 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0_optimized.sql index 7c12d6cf98..4af49531fb 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0_optimized.sql @@ -8,7 +8,7 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_39.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + subq_37.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count FROM ***************************.third_hop_table third_hop_table_src_22000 LEFT OUTER JOIN ( @@ -35,14 +35,14 @@ FROM ( , country AS customer_id__country , 1 AS customers_with_other_data FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_32 + ) subq_30 WHERE customer_id__country = 'paraguay' - ) subq_34 + ) subq_32 WHERE customer_id__country = 'paraguay' GROUP BY customer_id__customer_third_hop_id - ) subq_39 + ) subq_37 ON - third_hop_table_src_22000.customer_third_hop_id = subq_39.customer_id__customer_third_hop_id -) subq_41 + third_hop_table_src_22000.customer_third_hop_id = subq_37.customer_id__customer_third_hop_id +) subq_39 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0.sql index add4b98b45..b53d8d1142 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0.sql @@ -1,76 +1,76 @@ -- Compute Metrics via Expressions SELECT - subq_27.third_hop_count + subq_25.third_hop_count FROM ( -- Aggregate Measures SELECT - COUNT(DISTINCT subq_26.third_hop_count) AS third_hop_count + COUNT(DISTINCT subq_24.third_hop_count) AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count',] SELECT - subq_25.third_hop_count + subq_23.third_hop_count FROM ( -- Constrain Output with WHERE SELECT - subq_24.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_24.third_hop_count + subq_22.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_22.third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_23.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_23.third_hop_count + subq_21.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_21.third_hop_count FROM ( -- Join Standard Outputs SELECT - subq_13.customer_third_hop_id AS customer_third_hop_id - , subq_22.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id - , subq_22.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_13.third_hop_count AS third_hop_count + subq_11.customer_third_hop_id AS customer_third_hop_id + , subq_20.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_20.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_11.third_hop_count AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] SELECT - subq_12.customer_third_hop_id - , subq_12.third_hop_count + subq_10.customer_third_hop_id + , subq_10.third_hop_count FROM ( -- Metric Time Dimension 'third_hop_ds' SELECT - subq_11.third_hop_ds__day - , subq_11.third_hop_ds__week - , subq_11.third_hop_ds__month - , subq_11.third_hop_ds__quarter - , subq_11.third_hop_ds__year - , subq_11.third_hop_ds__extract_year - , subq_11.third_hop_ds__extract_quarter - , subq_11.third_hop_ds__extract_month - , subq_11.third_hop_ds__extract_day - , subq_11.third_hop_ds__extract_dow - , subq_11.third_hop_ds__extract_doy - , subq_11.customer_third_hop_id__third_hop_ds__day - , subq_11.customer_third_hop_id__third_hop_ds__week - , subq_11.customer_third_hop_id__third_hop_ds__month - , subq_11.customer_third_hop_id__third_hop_ds__quarter - , subq_11.customer_third_hop_id__third_hop_ds__year - , subq_11.customer_third_hop_id__third_hop_ds__extract_year - , subq_11.customer_third_hop_id__third_hop_ds__extract_quarter - , subq_11.customer_third_hop_id__third_hop_ds__extract_month - , subq_11.customer_third_hop_id__third_hop_ds__extract_day - , subq_11.customer_third_hop_id__third_hop_ds__extract_dow - , subq_11.customer_third_hop_id__third_hop_ds__extract_doy - , subq_11.third_hop_ds__day AS metric_time__day - , subq_11.third_hop_ds__week AS metric_time__week - , subq_11.third_hop_ds__month AS metric_time__month - , subq_11.third_hop_ds__quarter AS metric_time__quarter - , subq_11.third_hop_ds__year AS metric_time__year - , subq_11.third_hop_ds__extract_year AS metric_time__extract_year - , subq_11.third_hop_ds__extract_quarter AS metric_time__extract_quarter - , subq_11.third_hop_ds__extract_month AS metric_time__extract_month - , subq_11.third_hop_ds__extract_day AS metric_time__extract_day - , subq_11.third_hop_ds__extract_dow AS metric_time__extract_dow - , subq_11.third_hop_ds__extract_doy AS metric_time__extract_doy - , subq_11.customer_third_hop_id - , subq_11.value - , subq_11.customer_third_hop_id__value - , subq_11.third_hop_count + subq_9.third_hop_ds__day + , subq_9.third_hop_ds__week + , subq_9.third_hop_ds__month + , subq_9.third_hop_ds__quarter + , subq_9.third_hop_ds__year + , subq_9.third_hop_ds__extract_year + , subq_9.third_hop_ds__extract_quarter + , subq_9.third_hop_ds__extract_month + , subq_9.third_hop_ds__extract_day + , subq_9.third_hop_ds__extract_dow + , subq_9.third_hop_ds__extract_doy + , subq_9.customer_third_hop_id__third_hop_ds__day + , subq_9.customer_third_hop_id__third_hop_ds__week + , subq_9.customer_third_hop_id__third_hop_ds__month + , subq_9.customer_third_hop_id__third_hop_ds__quarter + , subq_9.customer_third_hop_id__third_hop_ds__year + , subq_9.customer_third_hop_id__third_hop_ds__extract_year + , subq_9.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_9.customer_third_hop_id__third_hop_ds__extract_month + , subq_9.customer_third_hop_id__third_hop_ds__extract_day + , subq_9.customer_third_hop_id__third_hop_ds__extract_dow + , subq_9.customer_third_hop_id__third_hop_ds__extract_doy + , subq_9.third_hop_ds__day AS metric_time__day + , subq_9.third_hop_ds__week AS metric_time__week + , subq_9.third_hop_ds__month AS metric_time__month + , subq_9.third_hop_ds__quarter AS metric_time__quarter + , subq_9.third_hop_ds__year AS metric_time__year + , subq_9.third_hop_ds__extract_year AS metric_time__extract_year + , subq_9.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_9.third_hop_ds__extract_month AS metric_time__extract_month + , subq_9.third_hop_ds__extract_day AS metric_time__extract_day + , subq_9.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_9.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_9.customer_third_hop_id + , subq_9.value + , subq_9.customer_third_hop_id__value + , subq_9.third_hop_count FROM ( -- Read Elements From Semantic Model 'third_hop_table' SELECT @@ -101,151 +101,151 @@ FROM ( , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy , third_hop_table_src_22000.customer_third_hop_id FROM ***************************.third_hop_table third_hop_table_src_22000 - ) subq_11 - ) subq_12 - ) subq_13 + ) subq_9 + ) subq_10 + ) subq_11 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_21.customer_id__customer_third_hop_id - , subq_21.customer_id__customer_third_hop_id__paraguayan_customers + subq_19.customer_id__customer_third_hop_id + , subq_19.customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Compute Metrics via Expressions SELECT - subq_20.customer_id__customer_third_hop_id - , subq_20.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + subq_18.customer_id__customer_third_hop_id + , subq_18.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Aggregate Measures SELECT - subq_19.customer_id__customer_third_hop_id - , SUM(subq_19.customers_with_other_data) AS customers_with_other_data + subq_17.customer_id__customer_third_hop_id + , SUM(subq_17.customers_with_other_data) AS customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] SELECT - subq_18.customer_id__customer_third_hop_id - , subq_18.customers_with_other_data + subq_16.customer_id__customer_third_hop_id + , subq_16.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_17.customer_id__customer_third_hop_id - , subq_17.customer_id__country - , subq_17.customers_with_other_data + subq_15.customer_id__customer_third_hop_id + , subq_15.customer_id__country + , subq_15.customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - subq_16.customer_id__customer_third_hop_id - , subq_16.customer_id__country - , subq_16.customers_with_other_data + subq_14.customer_id__customer_third_hop_id + , subq_14.customer_id__country + , subq_14.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_15.acquired_ds__day - , subq_15.acquired_ds__week - , subq_15.acquired_ds__month - , subq_15.acquired_ds__quarter - , subq_15.acquired_ds__year - , subq_15.acquired_ds__extract_year - , subq_15.acquired_ds__extract_quarter - , subq_15.acquired_ds__extract_month - , subq_15.acquired_ds__extract_day - , subq_15.acquired_ds__extract_dow - , subq_15.acquired_ds__extract_doy - , subq_15.customer_id__acquired_ds__day - , subq_15.customer_id__acquired_ds__week - , subq_15.customer_id__acquired_ds__month - , subq_15.customer_id__acquired_ds__quarter - , subq_15.customer_id__acquired_ds__year - , subq_15.customer_id__acquired_ds__extract_year - , subq_15.customer_id__acquired_ds__extract_quarter - , subq_15.customer_id__acquired_ds__extract_month - , subq_15.customer_id__acquired_ds__extract_day - , subq_15.customer_id__acquired_ds__extract_dow - , subq_15.customer_id__acquired_ds__extract_doy - , subq_15.customer_third_hop_id__acquired_ds__day - , subq_15.customer_third_hop_id__acquired_ds__week - , subq_15.customer_third_hop_id__acquired_ds__month - , subq_15.customer_third_hop_id__acquired_ds__quarter - , subq_15.customer_third_hop_id__acquired_ds__year - , subq_15.customer_third_hop_id__acquired_ds__extract_year - , subq_15.customer_third_hop_id__acquired_ds__extract_quarter - , subq_15.customer_third_hop_id__acquired_ds__extract_month - , subq_15.customer_third_hop_id__acquired_ds__extract_day - , subq_15.customer_third_hop_id__acquired_ds__extract_dow - , subq_15.customer_third_hop_id__acquired_ds__extract_doy - , subq_15.metric_time__day - , subq_15.metric_time__week - , subq_15.metric_time__month - , subq_15.metric_time__quarter - , subq_15.metric_time__year - , subq_15.metric_time__extract_year - , subq_15.metric_time__extract_quarter - , subq_15.metric_time__extract_month - , subq_15.metric_time__extract_day - , subq_15.metric_time__extract_dow - , subq_15.metric_time__extract_doy - , subq_15.customer_id - , subq_15.customer_third_hop_id - , subq_15.customer_id__customer_third_hop_id - , subq_15.customer_third_hop_id__customer_id - , subq_15.country - , subq_15.customer_id__country - , subq_15.customer_third_hop_id__country - , subq_15.customers_with_other_data + subq_13.acquired_ds__day + , subq_13.acquired_ds__week + , subq_13.acquired_ds__month + , subq_13.acquired_ds__quarter + , subq_13.acquired_ds__year + , subq_13.acquired_ds__extract_year + , subq_13.acquired_ds__extract_quarter + , subq_13.acquired_ds__extract_month + , subq_13.acquired_ds__extract_day + , subq_13.acquired_ds__extract_dow + , subq_13.acquired_ds__extract_doy + , subq_13.customer_id__acquired_ds__day + , subq_13.customer_id__acquired_ds__week + , subq_13.customer_id__acquired_ds__month + , subq_13.customer_id__acquired_ds__quarter + , subq_13.customer_id__acquired_ds__year + , subq_13.customer_id__acquired_ds__extract_year + , subq_13.customer_id__acquired_ds__extract_quarter + , subq_13.customer_id__acquired_ds__extract_month + , subq_13.customer_id__acquired_ds__extract_day + , subq_13.customer_id__acquired_ds__extract_dow + , subq_13.customer_id__acquired_ds__extract_doy + , subq_13.customer_third_hop_id__acquired_ds__day + , subq_13.customer_third_hop_id__acquired_ds__week + , subq_13.customer_third_hop_id__acquired_ds__month + , subq_13.customer_third_hop_id__acquired_ds__quarter + , subq_13.customer_third_hop_id__acquired_ds__year + , subq_13.customer_third_hop_id__acquired_ds__extract_year + , subq_13.customer_third_hop_id__acquired_ds__extract_quarter + , subq_13.customer_third_hop_id__acquired_ds__extract_month + , subq_13.customer_third_hop_id__acquired_ds__extract_day + , subq_13.customer_third_hop_id__acquired_ds__extract_dow + , subq_13.customer_third_hop_id__acquired_ds__extract_doy + , subq_13.metric_time__day + , subq_13.metric_time__week + , subq_13.metric_time__month + , subq_13.metric_time__quarter + , subq_13.metric_time__year + , subq_13.metric_time__extract_year + , subq_13.metric_time__extract_quarter + , subq_13.metric_time__extract_month + , subq_13.metric_time__extract_day + , subq_13.metric_time__extract_dow + , subq_13.metric_time__extract_doy + , subq_13.customer_id + , subq_13.customer_third_hop_id + , subq_13.customer_id__customer_third_hop_id + , subq_13.customer_third_hop_id__customer_id + , subq_13.country + , subq_13.customer_id__country + , subq_13.customer_third_hop_id__country + , subq_13.customers_with_other_data FROM ( -- Metric Time Dimension 'acquired_ds' SELECT - subq_14.acquired_ds__day - , subq_14.acquired_ds__week - , subq_14.acquired_ds__month - , subq_14.acquired_ds__quarter - , subq_14.acquired_ds__year - , subq_14.acquired_ds__extract_year - , subq_14.acquired_ds__extract_quarter - , subq_14.acquired_ds__extract_month - , subq_14.acquired_ds__extract_day - , subq_14.acquired_ds__extract_dow - , subq_14.acquired_ds__extract_doy - , subq_14.customer_id__acquired_ds__day - , subq_14.customer_id__acquired_ds__week - , subq_14.customer_id__acquired_ds__month - , subq_14.customer_id__acquired_ds__quarter - , subq_14.customer_id__acquired_ds__year - , subq_14.customer_id__acquired_ds__extract_year - , subq_14.customer_id__acquired_ds__extract_quarter - , subq_14.customer_id__acquired_ds__extract_month - , subq_14.customer_id__acquired_ds__extract_day - , subq_14.customer_id__acquired_ds__extract_dow - , subq_14.customer_id__acquired_ds__extract_doy - , subq_14.customer_third_hop_id__acquired_ds__day - , subq_14.customer_third_hop_id__acquired_ds__week - , subq_14.customer_third_hop_id__acquired_ds__month - , subq_14.customer_third_hop_id__acquired_ds__quarter - , subq_14.customer_third_hop_id__acquired_ds__year - , subq_14.customer_third_hop_id__acquired_ds__extract_year - , subq_14.customer_third_hop_id__acquired_ds__extract_quarter - , subq_14.customer_third_hop_id__acquired_ds__extract_month - , subq_14.customer_third_hop_id__acquired_ds__extract_day - , subq_14.customer_third_hop_id__acquired_ds__extract_dow - , subq_14.customer_third_hop_id__acquired_ds__extract_doy - , subq_14.acquired_ds__day AS metric_time__day - , subq_14.acquired_ds__week AS metric_time__week - , subq_14.acquired_ds__month AS metric_time__month - , subq_14.acquired_ds__quarter AS metric_time__quarter - , subq_14.acquired_ds__year AS metric_time__year - , subq_14.acquired_ds__extract_year AS metric_time__extract_year - , subq_14.acquired_ds__extract_quarter AS metric_time__extract_quarter - , subq_14.acquired_ds__extract_month AS metric_time__extract_month - , subq_14.acquired_ds__extract_day AS metric_time__extract_day - , subq_14.acquired_ds__extract_dow AS metric_time__extract_dow - , subq_14.acquired_ds__extract_doy AS metric_time__extract_doy - , subq_14.customer_id - , subq_14.customer_third_hop_id - , subq_14.customer_id__customer_third_hop_id - , subq_14.customer_third_hop_id__customer_id - , subq_14.country - , subq_14.customer_id__country - , subq_14.customer_third_hop_id__country - , subq_14.customers_with_other_data + subq_12.acquired_ds__day + , subq_12.acquired_ds__week + , subq_12.acquired_ds__month + , subq_12.acquired_ds__quarter + , subq_12.acquired_ds__year + , subq_12.acquired_ds__extract_year + , subq_12.acquired_ds__extract_quarter + , subq_12.acquired_ds__extract_month + , subq_12.acquired_ds__extract_day + , subq_12.acquired_ds__extract_dow + , subq_12.acquired_ds__extract_doy + , subq_12.customer_id__acquired_ds__day + , subq_12.customer_id__acquired_ds__week + , subq_12.customer_id__acquired_ds__month + , subq_12.customer_id__acquired_ds__quarter + , subq_12.customer_id__acquired_ds__year + , subq_12.customer_id__acquired_ds__extract_year + , subq_12.customer_id__acquired_ds__extract_quarter + , subq_12.customer_id__acquired_ds__extract_month + , subq_12.customer_id__acquired_ds__extract_day + , subq_12.customer_id__acquired_ds__extract_dow + , subq_12.customer_id__acquired_ds__extract_doy + , subq_12.customer_third_hop_id__acquired_ds__day + , subq_12.customer_third_hop_id__acquired_ds__week + , subq_12.customer_third_hop_id__acquired_ds__month + , subq_12.customer_third_hop_id__acquired_ds__quarter + , subq_12.customer_third_hop_id__acquired_ds__year + , subq_12.customer_third_hop_id__acquired_ds__extract_year + , subq_12.customer_third_hop_id__acquired_ds__extract_quarter + , subq_12.customer_third_hop_id__acquired_ds__extract_month + , subq_12.customer_third_hop_id__acquired_ds__extract_day + , subq_12.customer_third_hop_id__acquired_ds__extract_dow + , subq_12.customer_third_hop_id__acquired_ds__extract_doy + , subq_12.acquired_ds__day AS metric_time__day + , subq_12.acquired_ds__week AS metric_time__week + , subq_12.acquired_ds__month AS metric_time__month + , subq_12.acquired_ds__quarter AS metric_time__quarter + , subq_12.acquired_ds__year AS metric_time__year + , subq_12.acquired_ds__extract_year AS metric_time__extract_year + , subq_12.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_12.acquired_ds__extract_month AS metric_time__extract_month + , subq_12.acquired_ds__extract_day AS metric_time__extract_day + , subq_12.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_12.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_12.customer_id + , subq_12.customer_third_hop_id + , subq_12.customer_id__customer_third_hop_id + , subq_12.customer_third_hop_id__customer_id + , subq_12.country + , subq_12.customer_id__country + , subq_12.customer_third_hop_id__country + , subq_12.customers_with_other_data FROM ( -- Read Elements From Semantic Model 'customer_other_data' SELECT @@ -291,24 +291,24 @@ FROM ( , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_14 - ) subq_15 + ) subq_12 + ) subq_13 WHERE customer_id__country = 'paraguay' - ) subq_16 - ) subq_17 + ) subq_14 + ) subq_15 WHERE customer_id__country = 'paraguay' - ) subq_18 - ) subq_19 + ) subq_16 + ) subq_17 GROUP BY - subq_19.customer_id__customer_third_hop_id - ) subq_20 - ) subq_21 - ) subq_22 + subq_17.customer_id__customer_third_hop_id + ) subq_18 + ) subq_19 + ) subq_20 ON - subq_13.customer_third_hop_id = subq_22.customer_id__customer_third_hop_id - ) subq_23 - ) subq_24 + subq_11.customer_third_hop_id = subq_20.customer_id__customer_third_hop_id + ) subq_21 + ) subq_22 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 - ) subq_25 - ) subq_26 -) subq_27 + ) subq_23 + ) subq_24 +) subq_25 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0_optimized.sql index 7c12d6cf98..4af49531fb 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0_optimized.sql @@ -8,7 +8,7 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_39.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + subq_37.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count FROM ***************************.third_hop_table third_hop_table_src_22000 LEFT OUTER JOIN ( @@ -35,14 +35,14 @@ FROM ( , country AS customer_id__country , 1 AS customers_with_other_data FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_32 + ) subq_30 WHERE customer_id__country = 'paraguay' - ) subq_34 + ) subq_32 WHERE customer_id__country = 'paraguay' GROUP BY customer_id__customer_third_hop_id - ) subq_39 + ) subq_37 ON - third_hop_table_src_22000.customer_third_hop_id = subq_39.customer_id__customer_third_hop_id -) subq_41 + third_hop_table_src_22000.customer_third_hop_id = subq_37.customer_id__customer_third_hop_id +) subq_39 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0.sql index 795a470587..7e727a5e96 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0.sql @@ -1,76 +1,76 @@ -- Compute Metrics via Expressions SELECT - subq_27.third_hop_count + subq_25.third_hop_count FROM ( -- Aggregate Measures SELECT - COUNT(DISTINCT subq_26.third_hop_count) AS third_hop_count + COUNT(DISTINCT subq_24.third_hop_count) AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count',] SELECT - subq_25.third_hop_count + subq_23.third_hop_count FROM ( -- Constrain Output with WHERE SELECT - subq_24.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_24.third_hop_count + subq_22.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_22.third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_23.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_23.third_hop_count + subq_21.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_21.third_hop_count FROM ( -- Join Standard Outputs SELECT - subq_13.customer_third_hop_id AS customer_third_hop_id - , subq_22.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id - , subq_22.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_13.third_hop_count AS third_hop_count + subq_11.customer_third_hop_id AS customer_third_hop_id + , subq_20.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_20.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_11.third_hop_count AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] SELECT - subq_12.customer_third_hop_id - , subq_12.third_hop_count + subq_10.customer_third_hop_id + , subq_10.third_hop_count FROM ( -- Metric Time Dimension 'third_hop_ds' SELECT - subq_11.third_hop_ds__day - , subq_11.third_hop_ds__week - , subq_11.third_hop_ds__month - , subq_11.third_hop_ds__quarter - , subq_11.third_hop_ds__year - , subq_11.third_hop_ds__extract_year - , subq_11.third_hop_ds__extract_quarter - , subq_11.third_hop_ds__extract_month - , subq_11.third_hop_ds__extract_day - , subq_11.third_hop_ds__extract_dow - , subq_11.third_hop_ds__extract_doy - , subq_11.customer_third_hop_id__third_hop_ds__day - , subq_11.customer_third_hop_id__third_hop_ds__week - , subq_11.customer_third_hop_id__third_hop_ds__month - , subq_11.customer_third_hop_id__third_hop_ds__quarter - , subq_11.customer_third_hop_id__third_hop_ds__year - , subq_11.customer_third_hop_id__third_hop_ds__extract_year - , subq_11.customer_third_hop_id__third_hop_ds__extract_quarter - , subq_11.customer_third_hop_id__third_hop_ds__extract_month - , subq_11.customer_third_hop_id__third_hop_ds__extract_day - , subq_11.customer_third_hop_id__third_hop_ds__extract_dow - , subq_11.customer_third_hop_id__third_hop_ds__extract_doy - , subq_11.third_hop_ds__day AS metric_time__day - , subq_11.third_hop_ds__week AS metric_time__week - , subq_11.third_hop_ds__month AS metric_time__month - , subq_11.third_hop_ds__quarter AS metric_time__quarter - , subq_11.third_hop_ds__year AS metric_time__year - , subq_11.third_hop_ds__extract_year AS metric_time__extract_year - , subq_11.third_hop_ds__extract_quarter AS metric_time__extract_quarter - , subq_11.third_hop_ds__extract_month AS metric_time__extract_month - , subq_11.third_hop_ds__extract_day AS metric_time__extract_day - , subq_11.third_hop_ds__extract_dow AS metric_time__extract_dow - , subq_11.third_hop_ds__extract_doy AS metric_time__extract_doy - , subq_11.customer_third_hop_id - , subq_11.value - , subq_11.customer_third_hop_id__value - , subq_11.third_hop_count + subq_9.third_hop_ds__day + , subq_9.third_hop_ds__week + , subq_9.third_hop_ds__month + , subq_9.third_hop_ds__quarter + , subq_9.third_hop_ds__year + , subq_9.third_hop_ds__extract_year + , subq_9.third_hop_ds__extract_quarter + , subq_9.third_hop_ds__extract_month + , subq_9.third_hop_ds__extract_day + , subq_9.third_hop_ds__extract_dow + , subq_9.third_hop_ds__extract_doy + , subq_9.customer_third_hop_id__third_hop_ds__day + , subq_9.customer_third_hop_id__third_hop_ds__week + , subq_9.customer_third_hop_id__third_hop_ds__month + , subq_9.customer_third_hop_id__third_hop_ds__quarter + , subq_9.customer_third_hop_id__third_hop_ds__year + , subq_9.customer_third_hop_id__third_hop_ds__extract_year + , subq_9.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_9.customer_third_hop_id__third_hop_ds__extract_month + , subq_9.customer_third_hop_id__third_hop_ds__extract_day + , subq_9.customer_third_hop_id__third_hop_ds__extract_dow + , subq_9.customer_third_hop_id__third_hop_ds__extract_doy + , subq_9.third_hop_ds__day AS metric_time__day + , subq_9.third_hop_ds__week AS metric_time__week + , subq_9.third_hop_ds__month AS metric_time__month + , subq_9.third_hop_ds__quarter AS metric_time__quarter + , subq_9.third_hop_ds__year AS metric_time__year + , subq_9.third_hop_ds__extract_year AS metric_time__extract_year + , subq_9.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_9.third_hop_ds__extract_month AS metric_time__extract_month + , subq_9.third_hop_ds__extract_day AS metric_time__extract_day + , subq_9.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_9.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_9.customer_third_hop_id + , subq_9.value + , subq_9.customer_third_hop_id__value + , subq_9.third_hop_count FROM ( -- Read Elements From Semantic Model 'third_hop_table' SELECT @@ -101,151 +101,151 @@ FROM ( , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy , third_hop_table_src_22000.customer_third_hop_id FROM ***************************.third_hop_table third_hop_table_src_22000 - ) subq_11 - ) subq_12 - ) subq_13 + ) subq_9 + ) subq_10 + ) subq_11 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_21.customer_id__customer_third_hop_id - , subq_21.customer_id__customer_third_hop_id__paraguayan_customers + subq_19.customer_id__customer_third_hop_id + , subq_19.customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Compute Metrics via Expressions SELECT - subq_20.customer_id__customer_third_hop_id - , subq_20.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + subq_18.customer_id__customer_third_hop_id + , subq_18.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Aggregate Measures SELECT - subq_19.customer_id__customer_third_hop_id - , SUM(subq_19.customers_with_other_data) AS customers_with_other_data + subq_17.customer_id__customer_third_hop_id + , SUM(subq_17.customers_with_other_data) AS customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] SELECT - subq_18.customer_id__customer_third_hop_id - , subq_18.customers_with_other_data + subq_16.customer_id__customer_third_hop_id + , subq_16.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_17.customer_id__customer_third_hop_id - , subq_17.customer_id__country - , subq_17.customers_with_other_data + subq_15.customer_id__customer_third_hop_id + , subq_15.customer_id__country + , subq_15.customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - subq_16.customer_id__customer_third_hop_id - , subq_16.customer_id__country - , subq_16.customers_with_other_data + subq_14.customer_id__customer_third_hop_id + , subq_14.customer_id__country + , subq_14.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_15.acquired_ds__day - , subq_15.acquired_ds__week - , subq_15.acquired_ds__month - , subq_15.acquired_ds__quarter - , subq_15.acquired_ds__year - , subq_15.acquired_ds__extract_year - , subq_15.acquired_ds__extract_quarter - , subq_15.acquired_ds__extract_month - , subq_15.acquired_ds__extract_day - , subq_15.acquired_ds__extract_dow - , subq_15.acquired_ds__extract_doy - , subq_15.customer_id__acquired_ds__day - , subq_15.customer_id__acquired_ds__week - , subq_15.customer_id__acquired_ds__month - , subq_15.customer_id__acquired_ds__quarter - , subq_15.customer_id__acquired_ds__year - , subq_15.customer_id__acquired_ds__extract_year - , subq_15.customer_id__acquired_ds__extract_quarter - , subq_15.customer_id__acquired_ds__extract_month - , subq_15.customer_id__acquired_ds__extract_day - , subq_15.customer_id__acquired_ds__extract_dow - , subq_15.customer_id__acquired_ds__extract_doy - , subq_15.customer_third_hop_id__acquired_ds__day - , subq_15.customer_third_hop_id__acquired_ds__week - , subq_15.customer_third_hop_id__acquired_ds__month - , subq_15.customer_third_hop_id__acquired_ds__quarter - , subq_15.customer_third_hop_id__acquired_ds__year - , subq_15.customer_third_hop_id__acquired_ds__extract_year - , subq_15.customer_third_hop_id__acquired_ds__extract_quarter - , subq_15.customer_third_hop_id__acquired_ds__extract_month - , subq_15.customer_third_hop_id__acquired_ds__extract_day - , subq_15.customer_third_hop_id__acquired_ds__extract_dow - , subq_15.customer_third_hop_id__acquired_ds__extract_doy - , subq_15.metric_time__day - , subq_15.metric_time__week - , subq_15.metric_time__month - , subq_15.metric_time__quarter - , subq_15.metric_time__year - , subq_15.metric_time__extract_year - , subq_15.metric_time__extract_quarter - , subq_15.metric_time__extract_month - , subq_15.metric_time__extract_day - , subq_15.metric_time__extract_dow - , subq_15.metric_time__extract_doy - , subq_15.customer_id - , subq_15.customer_third_hop_id - , subq_15.customer_id__customer_third_hop_id - , subq_15.customer_third_hop_id__customer_id - , subq_15.country - , subq_15.customer_id__country - , subq_15.customer_third_hop_id__country - , subq_15.customers_with_other_data + subq_13.acquired_ds__day + , subq_13.acquired_ds__week + , subq_13.acquired_ds__month + , subq_13.acquired_ds__quarter + , subq_13.acquired_ds__year + , subq_13.acquired_ds__extract_year + , subq_13.acquired_ds__extract_quarter + , subq_13.acquired_ds__extract_month + , subq_13.acquired_ds__extract_day + , subq_13.acquired_ds__extract_dow + , subq_13.acquired_ds__extract_doy + , subq_13.customer_id__acquired_ds__day + , subq_13.customer_id__acquired_ds__week + , subq_13.customer_id__acquired_ds__month + , subq_13.customer_id__acquired_ds__quarter + , subq_13.customer_id__acquired_ds__year + , subq_13.customer_id__acquired_ds__extract_year + , subq_13.customer_id__acquired_ds__extract_quarter + , subq_13.customer_id__acquired_ds__extract_month + , subq_13.customer_id__acquired_ds__extract_day + , subq_13.customer_id__acquired_ds__extract_dow + , subq_13.customer_id__acquired_ds__extract_doy + , subq_13.customer_third_hop_id__acquired_ds__day + , subq_13.customer_third_hop_id__acquired_ds__week + , subq_13.customer_third_hop_id__acquired_ds__month + , subq_13.customer_third_hop_id__acquired_ds__quarter + , subq_13.customer_third_hop_id__acquired_ds__year + , subq_13.customer_third_hop_id__acquired_ds__extract_year + , subq_13.customer_third_hop_id__acquired_ds__extract_quarter + , subq_13.customer_third_hop_id__acquired_ds__extract_month + , subq_13.customer_third_hop_id__acquired_ds__extract_day + , subq_13.customer_third_hop_id__acquired_ds__extract_dow + , subq_13.customer_third_hop_id__acquired_ds__extract_doy + , subq_13.metric_time__day + , subq_13.metric_time__week + , subq_13.metric_time__month + , subq_13.metric_time__quarter + , subq_13.metric_time__year + , subq_13.metric_time__extract_year + , subq_13.metric_time__extract_quarter + , subq_13.metric_time__extract_month + , subq_13.metric_time__extract_day + , subq_13.metric_time__extract_dow + , subq_13.metric_time__extract_doy + , subq_13.customer_id + , subq_13.customer_third_hop_id + , subq_13.customer_id__customer_third_hop_id + , subq_13.customer_third_hop_id__customer_id + , subq_13.country + , subq_13.customer_id__country + , subq_13.customer_third_hop_id__country + , subq_13.customers_with_other_data FROM ( -- Metric Time Dimension 'acquired_ds' SELECT - subq_14.acquired_ds__day - , subq_14.acquired_ds__week - , subq_14.acquired_ds__month - , subq_14.acquired_ds__quarter - , subq_14.acquired_ds__year - , subq_14.acquired_ds__extract_year - , subq_14.acquired_ds__extract_quarter - , subq_14.acquired_ds__extract_month - , subq_14.acquired_ds__extract_day - , subq_14.acquired_ds__extract_dow - , subq_14.acquired_ds__extract_doy - , subq_14.customer_id__acquired_ds__day - , subq_14.customer_id__acquired_ds__week - , subq_14.customer_id__acquired_ds__month - , subq_14.customer_id__acquired_ds__quarter - , subq_14.customer_id__acquired_ds__year - , subq_14.customer_id__acquired_ds__extract_year - , subq_14.customer_id__acquired_ds__extract_quarter - , subq_14.customer_id__acquired_ds__extract_month - , subq_14.customer_id__acquired_ds__extract_day - , subq_14.customer_id__acquired_ds__extract_dow - , subq_14.customer_id__acquired_ds__extract_doy - , subq_14.customer_third_hop_id__acquired_ds__day - , subq_14.customer_third_hop_id__acquired_ds__week - , subq_14.customer_third_hop_id__acquired_ds__month - , subq_14.customer_third_hop_id__acquired_ds__quarter - , subq_14.customer_third_hop_id__acquired_ds__year - , subq_14.customer_third_hop_id__acquired_ds__extract_year - , subq_14.customer_third_hop_id__acquired_ds__extract_quarter - , subq_14.customer_third_hop_id__acquired_ds__extract_month - , subq_14.customer_third_hop_id__acquired_ds__extract_day - , subq_14.customer_third_hop_id__acquired_ds__extract_dow - , subq_14.customer_third_hop_id__acquired_ds__extract_doy - , subq_14.acquired_ds__day AS metric_time__day - , subq_14.acquired_ds__week AS metric_time__week - , subq_14.acquired_ds__month AS metric_time__month - , subq_14.acquired_ds__quarter AS metric_time__quarter - , subq_14.acquired_ds__year AS metric_time__year - , subq_14.acquired_ds__extract_year AS metric_time__extract_year - , subq_14.acquired_ds__extract_quarter AS metric_time__extract_quarter - , subq_14.acquired_ds__extract_month AS metric_time__extract_month - , subq_14.acquired_ds__extract_day AS metric_time__extract_day - , subq_14.acquired_ds__extract_dow AS metric_time__extract_dow - , subq_14.acquired_ds__extract_doy AS metric_time__extract_doy - , subq_14.customer_id - , subq_14.customer_third_hop_id - , subq_14.customer_id__customer_third_hop_id - , subq_14.customer_third_hop_id__customer_id - , subq_14.country - , subq_14.customer_id__country - , subq_14.customer_third_hop_id__country - , subq_14.customers_with_other_data + subq_12.acquired_ds__day + , subq_12.acquired_ds__week + , subq_12.acquired_ds__month + , subq_12.acquired_ds__quarter + , subq_12.acquired_ds__year + , subq_12.acquired_ds__extract_year + , subq_12.acquired_ds__extract_quarter + , subq_12.acquired_ds__extract_month + , subq_12.acquired_ds__extract_day + , subq_12.acquired_ds__extract_dow + , subq_12.acquired_ds__extract_doy + , subq_12.customer_id__acquired_ds__day + , subq_12.customer_id__acquired_ds__week + , subq_12.customer_id__acquired_ds__month + , subq_12.customer_id__acquired_ds__quarter + , subq_12.customer_id__acquired_ds__year + , subq_12.customer_id__acquired_ds__extract_year + , subq_12.customer_id__acquired_ds__extract_quarter + , subq_12.customer_id__acquired_ds__extract_month + , subq_12.customer_id__acquired_ds__extract_day + , subq_12.customer_id__acquired_ds__extract_dow + , subq_12.customer_id__acquired_ds__extract_doy + , subq_12.customer_third_hop_id__acquired_ds__day + , subq_12.customer_third_hop_id__acquired_ds__week + , subq_12.customer_third_hop_id__acquired_ds__month + , subq_12.customer_third_hop_id__acquired_ds__quarter + , subq_12.customer_third_hop_id__acquired_ds__year + , subq_12.customer_third_hop_id__acquired_ds__extract_year + , subq_12.customer_third_hop_id__acquired_ds__extract_quarter + , subq_12.customer_third_hop_id__acquired_ds__extract_month + , subq_12.customer_third_hop_id__acquired_ds__extract_day + , subq_12.customer_third_hop_id__acquired_ds__extract_dow + , subq_12.customer_third_hop_id__acquired_ds__extract_doy + , subq_12.acquired_ds__day AS metric_time__day + , subq_12.acquired_ds__week AS metric_time__week + , subq_12.acquired_ds__month AS metric_time__month + , subq_12.acquired_ds__quarter AS metric_time__quarter + , subq_12.acquired_ds__year AS metric_time__year + , subq_12.acquired_ds__extract_year AS metric_time__extract_year + , subq_12.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_12.acquired_ds__extract_month AS metric_time__extract_month + , subq_12.acquired_ds__extract_day AS metric_time__extract_day + , subq_12.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_12.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_12.customer_id + , subq_12.customer_third_hop_id + , subq_12.customer_id__customer_third_hop_id + , subq_12.customer_third_hop_id__customer_id + , subq_12.country + , subq_12.customer_id__country + , subq_12.customer_third_hop_id__country + , subq_12.customers_with_other_data FROM ( -- Read Elements From Semantic Model 'customer_other_data' SELECT @@ -291,24 +291,24 @@ FROM ( , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_14 - ) subq_15 + ) subq_12 + ) subq_13 WHERE customer_id__country = 'paraguay' - ) subq_16 - ) subq_17 + ) subq_14 + ) subq_15 WHERE customer_id__country = 'paraguay' - ) subq_18 - ) subq_19 + ) subq_16 + ) subq_17 GROUP BY - subq_19.customer_id__customer_third_hop_id - ) subq_20 - ) subq_21 - ) subq_22 + subq_17.customer_id__customer_third_hop_id + ) subq_18 + ) subq_19 + ) subq_20 ON - subq_13.customer_third_hop_id = subq_22.customer_id__customer_third_hop_id - ) subq_23 - ) subq_24 + subq_11.customer_third_hop_id = subq_20.customer_id__customer_third_hop_id + ) subq_21 + ) subq_22 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 - ) subq_25 - ) subq_26 -) subq_27 + ) subq_23 + ) subq_24 +) subq_25 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0_optimized.sql index 7c12d6cf98..4af49531fb 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0_optimized.sql @@ -8,7 +8,7 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_39.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + subq_37.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count FROM ***************************.third_hop_table third_hop_table_src_22000 LEFT OUTER JOIN ( @@ -35,14 +35,14 @@ FROM ( , country AS customer_id__country , 1 AS customers_with_other_data FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_32 + ) subq_30 WHERE customer_id__country = 'paraguay' - ) subq_34 + ) subq_32 WHERE customer_id__country = 'paraguay' GROUP BY customer_id__customer_third_hop_id - ) subq_39 + ) subq_37 ON - third_hop_table_src_22000.customer_third_hop_id = subq_39.customer_id__customer_third_hop_id -) subq_41 + third_hop_table_src_22000.customer_third_hop_id = subq_37.customer_id__customer_third_hop_id +) subq_39 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0.sql index deeac7d968..10fba73707 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0.sql @@ -1,76 +1,76 @@ -- Compute Metrics via Expressions SELECT - subq_27.third_hop_count + subq_25.third_hop_count FROM ( -- Aggregate Measures SELECT - COUNT(DISTINCT subq_26.third_hop_count) AS third_hop_count + COUNT(DISTINCT subq_24.third_hop_count) AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count',] SELECT - subq_25.third_hop_count + subq_23.third_hop_count FROM ( -- Constrain Output with WHERE SELECT - subq_24.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_24.third_hop_count + subq_22.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_22.third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_23.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_23.third_hop_count + subq_21.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_21.third_hop_count FROM ( -- Join Standard Outputs SELECT - subq_13.customer_third_hop_id AS customer_third_hop_id - , subq_22.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id - , subq_22.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_13.third_hop_count AS third_hop_count + subq_11.customer_third_hop_id AS customer_third_hop_id + , subq_20.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_20.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_11.third_hop_count AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] SELECT - subq_12.customer_third_hop_id - , subq_12.third_hop_count + subq_10.customer_third_hop_id + , subq_10.third_hop_count FROM ( -- Metric Time Dimension 'third_hop_ds' SELECT - subq_11.third_hop_ds__day - , subq_11.third_hop_ds__week - , subq_11.third_hop_ds__month - , subq_11.third_hop_ds__quarter - , subq_11.third_hop_ds__year - , subq_11.third_hop_ds__extract_year - , subq_11.third_hop_ds__extract_quarter - , subq_11.third_hop_ds__extract_month - , subq_11.third_hop_ds__extract_day - , subq_11.third_hop_ds__extract_dow - , subq_11.third_hop_ds__extract_doy - , subq_11.customer_third_hop_id__third_hop_ds__day - , subq_11.customer_third_hop_id__third_hop_ds__week - , subq_11.customer_third_hop_id__third_hop_ds__month - , subq_11.customer_third_hop_id__third_hop_ds__quarter - , subq_11.customer_third_hop_id__third_hop_ds__year - , subq_11.customer_third_hop_id__third_hop_ds__extract_year - , subq_11.customer_third_hop_id__third_hop_ds__extract_quarter - , subq_11.customer_third_hop_id__third_hop_ds__extract_month - , subq_11.customer_third_hop_id__third_hop_ds__extract_day - , subq_11.customer_third_hop_id__third_hop_ds__extract_dow - , subq_11.customer_third_hop_id__third_hop_ds__extract_doy - , subq_11.third_hop_ds__day AS metric_time__day - , subq_11.third_hop_ds__week AS metric_time__week - , subq_11.third_hop_ds__month AS metric_time__month - , subq_11.third_hop_ds__quarter AS metric_time__quarter - , subq_11.third_hop_ds__year AS metric_time__year - , subq_11.third_hop_ds__extract_year AS metric_time__extract_year - , subq_11.third_hop_ds__extract_quarter AS metric_time__extract_quarter - , subq_11.third_hop_ds__extract_month AS metric_time__extract_month - , subq_11.third_hop_ds__extract_day AS metric_time__extract_day - , subq_11.third_hop_ds__extract_dow AS metric_time__extract_dow - , subq_11.third_hop_ds__extract_doy AS metric_time__extract_doy - , subq_11.customer_third_hop_id - , subq_11.value - , subq_11.customer_third_hop_id__value - , subq_11.third_hop_count + subq_9.third_hop_ds__day + , subq_9.third_hop_ds__week + , subq_9.third_hop_ds__month + , subq_9.third_hop_ds__quarter + , subq_9.third_hop_ds__year + , subq_9.third_hop_ds__extract_year + , subq_9.third_hop_ds__extract_quarter + , subq_9.third_hop_ds__extract_month + , subq_9.third_hop_ds__extract_day + , subq_9.third_hop_ds__extract_dow + , subq_9.third_hop_ds__extract_doy + , subq_9.customer_third_hop_id__third_hop_ds__day + , subq_9.customer_third_hop_id__third_hop_ds__week + , subq_9.customer_third_hop_id__third_hop_ds__month + , subq_9.customer_third_hop_id__third_hop_ds__quarter + , subq_9.customer_third_hop_id__third_hop_ds__year + , subq_9.customer_third_hop_id__third_hop_ds__extract_year + , subq_9.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_9.customer_third_hop_id__third_hop_ds__extract_month + , subq_9.customer_third_hop_id__third_hop_ds__extract_day + , subq_9.customer_third_hop_id__third_hop_ds__extract_dow + , subq_9.customer_third_hop_id__third_hop_ds__extract_doy + , subq_9.third_hop_ds__day AS metric_time__day + , subq_9.third_hop_ds__week AS metric_time__week + , subq_9.third_hop_ds__month AS metric_time__month + , subq_9.third_hop_ds__quarter AS metric_time__quarter + , subq_9.third_hop_ds__year AS metric_time__year + , subq_9.third_hop_ds__extract_year AS metric_time__extract_year + , subq_9.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_9.third_hop_ds__extract_month AS metric_time__extract_month + , subq_9.third_hop_ds__extract_day AS metric_time__extract_day + , subq_9.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_9.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_9.customer_third_hop_id + , subq_9.value + , subq_9.customer_third_hop_id__value + , subq_9.third_hop_count FROM ( -- Read Elements From Semantic Model 'third_hop_table' SELECT @@ -101,151 +101,151 @@ FROM ( , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy , third_hop_table_src_22000.customer_third_hop_id FROM ***************************.third_hop_table third_hop_table_src_22000 - ) subq_11 - ) subq_12 - ) subq_13 + ) subq_9 + ) subq_10 + ) subq_11 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_21.customer_id__customer_third_hop_id - , subq_21.customer_id__customer_third_hop_id__paraguayan_customers + subq_19.customer_id__customer_third_hop_id + , subq_19.customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Compute Metrics via Expressions SELECT - subq_20.customer_id__customer_third_hop_id - , subq_20.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + subq_18.customer_id__customer_third_hop_id + , subq_18.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Aggregate Measures SELECT - subq_19.customer_id__customer_third_hop_id - , SUM(subq_19.customers_with_other_data) AS customers_with_other_data + subq_17.customer_id__customer_third_hop_id + , SUM(subq_17.customers_with_other_data) AS customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] SELECT - subq_18.customer_id__customer_third_hop_id - , subq_18.customers_with_other_data + subq_16.customer_id__customer_third_hop_id + , subq_16.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_17.customer_id__customer_third_hop_id - , subq_17.customer_id__country - , subq_17.customers_with_other_data + subq_15.customer_id__customer_third_hop_id + , subq_15.customer_id__country + , subq_15.customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - subq_16.customer_id__customer_third_hop_id - , subq_16.customer_id__country - , subq_16.customers_with_other_data + subq_14.customer_id__customer_third_hop_id + , subq_14.customer_id__country + , subq_14.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_15.acquired_ds__day - , subq_15.acquired_ds__week - , subq_15.acquired_ds__month - , subq_15.acquired_ds__quarter - , subq_15.acquired_ds__year - , subq_15.acquired_ds__extract_year - , subq_15.acquired_ds__extract_quarter - , subq_15.acquired_ds__extract_month - , subq_15.acquired_ds__extract_day - , subq_15.acquired_ds__extract_dow - , subq_15.acquired_ds__extract_doy - , subq_15.customer_id__acquired_ds__day - , subq_15.customer_id__acquired_ds__week - , subq_15.customer_id__acquired_ds__month - , subq_15.customer_id__acquired_ds__quarter - , subq_15.customer_id__acquired_ds__year - , subq_15.customer_id__acquired_ds__extract_year - , subq_15.customer_id__acquired_ds__extract_quarter - , subq_15.customer_id__acquired_ds__extract_month - , subq_15.customer_id__acquired_ds__extract_day - , subq_15.customer_id__acquired_ds__extract_dow - , subq_15.customer_id__acquired_ds__extract_doy - , subq_15.customer_third_hop_id__acquired_ds__day - , subq_15.customer_third_hop_id__acquired_ds__week - , subq_15.customer_third_hop_id__acquired_ds__month - , subq_15.customer_third_hop_id__acquired_ds__quarter - , subq_15.customer_third_hop_id__acquired_ds__year - , subq_15.customer_third_hop_id__acquired_ds__extract_year - , subq_15.customer_third_hop_id__acquired_ds__extract_quarter - , subq_15.customer_third_hop_id__acquired_ds__extract_month - , subq_15.customer_third_hop_id__acquired_ds__extract_day - , subq_15.customer_third_hop_id__acquired_ds__extract_dow - , subq_15.customer_third_hop_id__acquired_ds__extract_doy - , subq_15.metric_time__day - , subq_15.metric_time__week - , subq_15.metric_time__month - , subq_15.metric_time__quarter - , subq_15.metric_time__year - , subq_15.metric_time__extract_year - , subq_15.metric_time__extract_quarter - , subq_15.metric_time__extract_month - , subq_15.metric_time__extract_day - , subq_15.metric_time__extract_dow - , subq_15.metric_time__extract_doy - , subq_15.customer_id - , subq_15.customer_third_hop_id - , subq_15.customer_id__customer_third_hop_id - , subq_15.customer_third_hop_id__customer_id - , subq_15.country - , subq_15.customer_id__country - , subq_15.customer_third_hop_id__country - , subq_15.customers_with_other_data + subq_13.acquired_ds__day + , subq_13.acquired_ds__week + , subq_13.acquired_ds__month + , subq_13.acquired_ds__quarter + , subq_13.acquired_ds__year + , subq_13.acquired_ds__extract_year + , subq_13.acquired_ds__extract_quarter + , subq_13.acquired_ds__extract_month + , subq_13.acquired_ds__extract_day + , subq_13.acquired_ds__extract_dow + , subq_13.acquired_ds__extract_doy + , subq_13.customer_id__acquired_ds__day + , subq_13.customer_id__acquired_ds__week + , subq_13.customer_id__acquired_ds__month + , subq_13.customer_id__acquired_ds__quarter + , subq_13.customer_id__acquired_ds__year + , subq_13.customer_id__acquired_ds__extract_year + , subq_13.customer_id__acquired_ds__extract_quarter + , subq_13.customer_id__acquired_ds__extract_month + , subq_13.customer_id__acquired_ds__extract_day + , subq_13.customer_id__acquired_ds__extract_dow + , subq_13.customer_id__acquired_ds__extract_doy + , subq_13.customer_third_hop_id__acquired_ds__day + , subq_13.customer_third_hop_id__acquired_ds__week + , subq_13.customer_third_hop_id__acquired_ds__month + , subq_13.customer_third_hop_id__acquired_ds__quarter + , subq_13.customer_third_hop_id__acquired_ds__year + , subq_13.customer_third_hop_id__acquired_ds__extract_year + , subq_13.customer_third_hop_id__acquired_ds__extract_quarter + , subq_13.customer_third_hop_id__acquired_ds__extract_month + , subq_13.customer_third_hop_id__acquired_ds__extract_day + , subq_13.customer_third_hop_id__acquired_ds__extract_dow + , subq_13.customer_third_hop_id__acquired_ds__extract_doy + , subq_13.metric_time__day + , subq_13.metric_time__week + , subq_13.metric_time__month + , subq_13.metric_time__quarter + , subq_13.metric_time__year + , subq_13.metric_time__extract_year + , subq_13.metric_time__extract_quarter + , subq_13.metric_time__extract_month + , subq_13.metric_time__extract_day + , subq_13.metric_time__extract_dow + , subq_13.metric_time__extract_doy + , subq_13.customer_id + , subq_13.customer_third_hop_id + , subq_13.customer_id__customer_third_hop_id + , subq_13.customer_third_hop_id__customer_id + , subq_13.country + , subq_13.customer_id__country + , subq_13.customer_third_hop_id__country + , subq_13.customers_with_other_data FROM ( -- Metric Time Dimension 'acquired_ds' SELECT - subq_14.acquired_ds__day - , subq_14.acquired_ds__week - , subq_14.acquired_ds__month - , subq_14.acquired_ds__quarter - , subq_14.acquired_ds__year - , subq_14.acquired_ds__extract_year - , subq_14.acquired_ds__extract_quarter - , subq_14.acquired_ds__extract_month - , subq_14.acquired_ds__extract_day - , subq_14.acquired_ds__extract_dow - , subq_14.acquired_ds__extract_doy - , subq_14.customer_id__acquired_ds__day - , subq_14.customer_id__acquired_ds__week - , subq_14.customer_id__acquired_ds__month - , subq_14.customer_id__acquired_ds__quarter - , subq_14.customer_id__acquired_ds__year - , subq_14.customer_id__acquired_ds__extract_year - , subq_14.customer_id__acquired_ds__extract_quarter - , subq_14.customer_id__acquired_ds__extract_month - , subq_14.customer_id__acquired_ds__extract_day - , subq_14.customer_id__acquired_ds__extract_dow - , subq_14.customer_id__acquired_ds__extract_doy - , subq_14.customer_third_hop_id__acquired_ds__day - , subq_14.customer_third_hop_id__acquired_ds__week - , subq_14.customer_third_hop_id__acquired_ds__month - , subq_14.customer_third_hop_id__acquired_ds__quarter - , subq_14.customer_third_hop_id__acquired_ds__year - , subq_14.customer_third_hop_id__acquired_ds__extract_year - , subq_14.customer_third_hop_id__acquired_ds__extract_quarter - , subq_14.customer_third_hop_id__acquired_ds__extract_month - , subq_14.customer_third_hop_id__acquired_ds__extract_day - , subq_14.customer_third_hop_id__acquired_ds__extract_dow - , subq_14.customer_third_hop_id__acquired_ds__extract_doy - , subq_14.acquired_ds__day AS metric_time__day - , subq_14.acquired_ds__week AS metric_time__week - , subq_14.acquired_ds__month AS metric_time__month - , subq_14.acquired_ds__quarter AS metric_time__quarter - , subq_14.acquired_ds__year AS metric_time__year - , subq_14.acquired_ds__extract_year AS metric_time__extract_year - , subq_14.acquired_ds__extract_quarter AS metric_time__extract_quarter - , subq_14.acquired_ds__extract_month AS metric_time__extract_month - , subq_14.acquired_ds__extract_day AS metric_time__extract_day - , subq_14.acquired_ds__extract_dow AS metric_time__extract_dow - , subq_14.acquired_ds__extract_doy AS metric_time__extract_doy - , subq_14.customer_id - , subq_14.customer_third_hop_id - , subq_14.customer_id__customer_third_hop_id - , subq_14.customer_third_hop_id__customer_id - , subq_14.country - , subq_14.customer_id__country - , subq_14.customer_third_hop_id__country - , subq_14.customers_with_other_data + subq_12.acquired_ds__day + , subq_12.acquired_ds__week + , subq_12.acquired_ds__month + , subq_12.acquired_ds__quarter + , subq_12.acquired_ds__year + , subq_12.acquired_ds__extract_year + , subq_12.acquired_ds__extract_quarter + , subq_12.acquired_ds__extract_month + , subq_12.acquired_ds__extract_day + , subq_12.acquired_ds__extract_dow + , subq_12.acquired_ds__extract_doy + , subq_12.customer_id__acquired_ds__day + , subq_12.customer_id__acquired_ds__week + , subq_12.customer_id__acquired_ds__month + , subq_12.customer_id__acquired_ds__quarter + , subq_12.customer_id__acquired_ds__year + , subq_12.customer_id__acquired_ds__extract_year + , subq_12.customer_id__acquired_ds__extract_quarter + , subq_12.customer_id__acquired_ds__extract_month + , subq_12.customer_id__acquired_ds__extract_day + , subq_12.customer_id__acquired_ds__extract_dow + , subq_12.customer_id__acquired_ds__extract_doy + , subq_12.customer_third_hop_id__acquired_ds__day + , subq_12.customer_third_hop_id__acquired_ds__week + , subq_12.customer_third_hop_id__acquired_ds__month + , subq_12.customer_third_hop_id__acquired_ds__quarter + , subq_12.customer_third_hop_id__acquired_ds__year + , subq_12.customer_third_hop_id__acquired_ds__extract_year + , subq_12.customer_third_hop_id__acquired_ds__extract_quarter + , subq_12.customer_third_hop_id__acquired_ds__extract_month + , subq_12.customer_third_hop_id__acquired_ds__extract_day + , subq_12.customer_third_hop_id__acquired_ds__extract_dow + , subq_12.customer_third_hop_id__acquired_ds__extract_doy + , subq_12.acquired_ds__day AS metric_time__day + , subq_12.acquired_ds__week AS metric_time__week + , subq_12.acquired_ds__month AS metric_time__month + , subq_12.acquired_ds__quarter AS metric_time__quarter + , subq_12.acquired_ds__year AS metric_time__year + , subq_12.acquired_ds__extract_year AS metric_time__extract_year + , subq_12.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_12.acquired_ds__extract_month AS metric_time__extract_month + , subq_12.acquired_ds__extract_day AS metric_time__extract_day + , subq_12.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_12.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_12.customer_id + , subq_12.customer_third_hop_id + , subq_12.customer_id__customer_third_hop_id + , subq_12.customer_third_hop_id__customer_id + , subq_12.country + , subq_12.customer_id__country + , subq_12.customer_third_hop_id__country + , subq_12.customers_with_other_data FROM ( -- Read Elements From Semantic Model 'customer_other_data' SELECT @@ -291,24 +291,24 @@ FROM ( , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_14 - ) subq_15 + ) subq_12 + ) subq_13 WHERE customer_id__country = 'paraguay' - ) subq_16 - ) subq_17 + ) subq_14 + ) subq_15 WHERE customer_id__country = 'paraguay' - ) subq_18 - ) subq_19 + ) subq_16 + ) subq_17 GROUP BY - subq_19.customer_id__customer_third_hop_id - ) subq_20 - ) subq_21 - ) subq_22 + subq_17.customer_id__customer_third_hop_id + ) subq_18 + ) subq_19 + ) subq_20 ON - subq_13.customer_third_hop_id = subq_22.customer_id__customer_third_hop_id - ) subq_23 - ) subq_24 + subq_11.customer_third_hop_id = subq_20.customer_id__customer_third_hop_id + ) subq_21 + ) subq_22 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 - ) subq_25 - ) subq_26 -) subq_27 + ) subq_23 + ) subq_24 +) subq_25 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0_optimized.sql index 7c12d6cf98..4af49531fb 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0_optimized.sql @@ -8,7 +8,7 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_39.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + subq_37.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count FROM ***************************.third_hop_table third_hop_table_src_22000 LEFT OUTER JOIN ( @@ -35,14 +35,14 @@ FROM ( , country AS customer_id__country , 1 AS customers_with_other_data FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_32 + ) subq_30 WHERE customer_id__country = 'paraguay' - ) subq_34 + ) subq_32 WHERE customer_id__country = 'paraguay' GROUP BY customer_id__customer_third_hop_id - ) subq_39 + ) subq_37 ON - third_hop_table_src_22000.customer_third_hop_id = subq_39.customer_id__customer_third_hop_id -) subq_41 + third_hop_table_src_22000.customer_third_hop_id = subq_37.customer_id__customer_third_hop_id +) subq_39 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0.sql index 3e8a0a8f2a..fb72540d6e 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0.sql @@ -1,76 +1,76 @@ -- Compute Metrics via Expressions SELECT - subq_27.third_hop_count + subq_25.third_hop_count FROM ( -- Aggregate Measures SELECT - COUNT(DISTINCT subq_26.third_hop_count) AS third_hop_count + COUNT(DISTINCT subq_24.third_hop_count) AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count',] SELECT - subq_25.third_hop_count + subq_23.third_hop_count FROM ( -- Constrain Output with WHERE SELECT - subq_24.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_24.third_hop_count + subq_22.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_22.third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_23.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_23.third_hop_count + subq_21.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_21.third_hop_count FROM ( -- Join Standard Outputs SELECT - subq_13.customer_third_hop_id AS customer_third_hop_id - , subq_22.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id - , subq_22.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_13.third_hop_count AS third_hop_count + subq_11.customer_third_hop_id AS customer_third_hop_id + , subq_20.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_20.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_11.third_hop_count AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] SELECT - subq_12.customer_third_hop_id - , subq_12.third_hop_count + subq_10.customer_third_hop_id + , subq_10.third_hop_count FROM ( -- Metric Time Dimension 'third_hop_ds' SELECT - subq_11.third_hop_ds__day - , subq_11.third_hop_ds__week - , subq_11.third_hop_ds__month - , subq_11.third_hop_ds__quarter - , subq_11.third_hop_ds__year - , subq_11.third_hop_ds__extract_year - , subq_11.third_hop_ds__extract_quarter - , subq_11.third_hop_ds__extract_month - , subq_11.third_hop_ds__extract_day - , subq_11.third_hop_ds__extract_dow - , subq_11.third_hop_ds__extract_doy - , subq_11.customer_third_hop_id__third_hop_ds__day - , subq_11.customer_third_hop_id__third_hop_ds__week - , subq_11.customer_third_hop_id__third_hop_ds__month - , subq_11.customer_third_hop_id__third_hop_ds__quarter - , subq_11.customer_third_hop_id__third_hop_ds__year - , subq_11.customer_third_hop_id__third_hop_ds__extract_year - , subq_11.customer_third_hop_id__third_hop_ds__extract_quarter - , subq_11.customer_third_hop_id__third_hop_ds__extract_month - , subq_11.customer_third_hop_id__third_hop_ds__extract_day - , subq_11.customer_third_hop_id__third_hop_ds__extract_dow - , subq_11.customer_third_hop_id__third_hop_ds__extract_doy - , subq_11.third_hop_ds__day AS metric_time__day - , subq_11.third_hop_ds__week AS metric_time__week - , subq_11.third_hop_ds__month AS metric_time__month - , subq_11.third_hop_ds__quarter AS metric_time__quarter - , subq_11.third_hop_ds__year AS metric_time__year - , subq_11.third_hop_ds__extract_year AS metric_time__extract_year - , subq_11.third_hop_ds__extract_quarter AS metric_time__extract_quarter - , subq_11.third_hop_ds__extract_month AS metric_time__extract_month - , subq_11.third_hop_ds__extract_day AS metric_time__extract_day - , subq_11.third_hop_ds__extract_dow AS metric_time__extract_dow - , subq_11.third_hop_ds__extract_doy AS metric_time__extract_doy - , subq_11.customer_third_hop_id - , subq_11.value - , subq_11.customer_third_hop_id__value - , subq_11.third_hop_count + subq_9.third_hop_ds__day + , subq_9.third_hop_ds__week + , subq_9.third_hop_ds__month + , subq_9.third_hop_ds__quarter + , subq_9.third_hop_ds__year + , subq_9.third_hop_ds__extract_year + , subq_9.third_hop_ds__extract_quarter + , subq_9.third_hop_ds__extract_month + , subq_9.third_hop_ds__extract_day + , subq_9.third_hop_ds__extract_dow + , subq_9.third_hop_ds__extract_doy + , subq_9.customer_third_hop_id__third_hop_ds__day + , subq_9.customer_third_hop_id__third_hop_ds__week + , subq_9.customer_third_hop_id__third_hop_ds__month + , subq_9.customer_third_hop_id__third_hop_ds__quarter + , subq_9.customer_third_hop_id__third_hop_ds__year + , subq_9.customer_third_hop_id__third_hop_ds__extract_year + , subq_9.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_9.customer_third_hop_id__third_hop_ds__extract_month + , subq_9.customer_third_hop_id__third_hop_ds__extract_day + , subq_9.customer_third_hop_id__third_hop_ds__extract_dow + , subq_9.customer_third_hop_id__third_hop_ds__extract_doy + , subq_9.third_hop_ds__day AS metric_time__day + , subq_9.third_hop_ds__week AS metric_time__week + , subq_9.third_hop_ds__month AS metric_time__month + , subq_9.third_hop_ds__quarter AS metric_time__quarter + , subq_9.third_hop_ds__year AS metric_time__year + , subq_9.third_hop_ds__extract_year AS metric_time__extract_year + , subq_9.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_9.third_hop_ds__extract_month AS metric_time__extract_month + , subq_9.third_hop_ds__extract_day AS metric_time__extract_day + , subq_9.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_9.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_9.customer_third_hop_id + , subq_9.value + , subq_9.customer_third_hop_id__value + , subq_9.third_hop_count FROM ( -- Read Elements From Semantic Model 'third_hop_table' SELECT @@ -101,151 +101,151 @@ FROM ( , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy , third_hop_table_src_22000.customer_third_hop_id FROM ***************************.third_hop_table third_hop_table_src_22000 - ) subq_11 - ) subq_12 - ) subq_13 + ) subq_9 + ) subq_10 + ) subq_11 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_21.customer_id__customer_third_hop_id - , subq_21.customer_id__customer_third_hop_id__paraguayan_customers + subq_19.customer_id__customer_third_hop_id + , subq_19.customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Compute Metrics via Expressions SELECT - subq_20.customer_id__customer_third_hop_id - , subq_20.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + subq_18.customer_id__customer_third_hop_id + , subq_18.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Aggregate Measures SELECT - subq_19.customer_id__customer_third_hop_id - , SUM(subq_19.customers_with_other_data) AS customers_with_other_data + subq_17.customer_id__customer_third_hop_id + , SUM(subq_17.customers_with_other_data) AS customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] SELECT - subq_18.customer_id__customer_third_hop_id - , subq_18.customers_with_other_data + subq_16.customer_id__customer_third_hop_id + , subq_16.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_17.customer_id__customer_third_hop_id - , subq_17.customer_id__country - , subq_17.customers_with_other_data + subq_15.customer_id__customer_third_hop_id + , subq_15.customer_id__country + , subq_15.customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - subq_16.customer_id__customer_third_hop_id - , subq_16.customer_id__country - , subq_16.customers_with_other_data + subq_14.customer_id__customer_third_hop_id + , subq_14.customer_id__country + , subq_14.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_15.acquired_ds__day - , subq_15.acquired_ds__week - , subq_15.acquired_ds__month - , subq_15.acquired_ds__quarter - , subq_15.acquired_ds__year - , subq_15.acquired_ds__extract_year - , subq_15.acquired_ds__extract_quarter - , subq_15.acquired_ds__extract_month - , subq_15.acquired_ds__extract_day - , subq_15.acquired_ds__extract_dow - , subq_15.acquired_ds__extract_doy - , subq_15.customer_id__acquired_ds__day - , subq_15.customer_id__acquired_ds__week - , subq_15.customer_id__acquired_ds__month - , subq_15.customer_id__acquired_ds__quarter - , subq_15.customer_id__acquired_ds__year - , subq_15.customer_id__acquired_ds__extract_year - , subq_15.customer_id__acquired_ds__extract_quarter - , subq_15.customer_id__acquired_ds__extract_month - , subq_15.customer_id__acquired_ds__extract_day - , subq_15.customer_id__acquired_ds__extract_dow - , subq_15.customer_id__acquired_ds__extract_doy - , subq_15.customer_third_hop_id__acquired_ds__day - , subq_15.customer_third_hop_id__acquired_ds__week - , subq_15.customer_third_hop_id__acquired_ds__month - , subq_15.customer_third_hop_id__acquired_ds__quarter - , subq_15.customer_third_hop_id__acquired_ds__year - , subq_15.customer_third_hop_id__acquired_ds__extract_year - , subq_15.customer_third_hop_id__acquired_ds__extract_quarter - , subq_15.customer_third_hop_id__acquired_ds__extract_month - , subq_15.customer_third_hop_id__acquired_ds__extract_day - , subq_15.customer_third_hop_id__acquired_ds__extract_dow - , subq_15.customer_third_hop_id__acquired_ds__extract_doy - , subq_15.metric_time__day - , subq_15.metric_time__week - , subq_15.metric_time__month - , subq_15.metric_time__quarter - , subq_15.metric_time__year - , subq_15.metric_time__extract_year - , subq_15.metric_time__extract_quarter - , subq_15.metric_time__extract_month - , subq_15.metric_time__extract_day - , subq_15.metric_time__extract_dow - , subq_15.metric_time__extract_doy - , subq_15.customer_id - , subq_15.customer_third_hop_id - , subq_15.customer_id__customer_third_hop_id - , subq_15.customer_third_hop_id__customer_id - , subq_15.country - , subq_15.customer_id__country - , subq_15.customer_third_hop_id__country - , subq_15.customers_with_other_data + subq_13.acquired_ds__day + , subq_13.acquired_ds__week + , subq_13.acquired_ds__month + , subq_13.acquired_ds__quarter + , subq_13.acquired_ds__year + , subq_13.acquired_ds__extract_year + , subq_13.acquired_ds__extract_quarter + , subq_13.acquired_ds__extract_month + , subq_13.acquired_ds__extract_day + , subq_13.acquired_ds__extract_dow + , subq_13.acquired_ds__extract_doy + , subq_13.customer_id__acquired_ds__day + , subq_13.customer_id__acquired_ds__week + , subq_13.customer_id__acquired_ds__month + , subq_13.customer_id__acquired_ds__quarter + , subq_13.customer_id__acquired_ds__year + , subq_13.customer_id__acquired_ds__extract_year + , subq_13.customer_id__acquired_ds__extract_quarter + , subq_13.customer_id__acquired_ds__extract_month + , subq_13.customer_id__acquired_ds__extract_day + , subq_13.customer_id__acquired_ds__extract_dow + , subq_13.customer_id__acquired_ds__extract_doy + , subq_13.customer_third_hop_id__acquired_ds__day + , subq_13.customer_third_hop_id__acquired_ds__week + , subq_13.customer_third_hop_id__acquired_ds__month + , subq_13.customer_third_hop_id__acquired_ds__quarter + , subq_13.customer_third_hop_id__acquired_ds__year + , subq_13.customer_third_hop_id__acquired_ds__extract_year + , subq_13.customer_third_hop_id__acquired_ds__extract_quarter + , subq_13.customer_third_hop_id__acquired_ds__extract_month + , subq_13.customer_third_hop_id__acquired_ds__extract_day + , subq_13.customer_third_hop_id__acquired_ds__extract_dow + , subq_13.customer_third_hop_id__acquired_ds__extract_doy + , subq_13.metric_time__day + , subq_13.metric_time__week + , subq_13.metric_time__month + , subq_13.metric_time__quarter + , subq_13.metric_time__year + , subq_13.metric_time__extract_year + , subq_13.metric_time__extract_quarter + , subq_13.metric_time__extract_month + , subq_13.metric_time__extract_day + , subq_13.metric_time__extract_dow + , subq_13.metric_time__extract_doy + , subq_13.customer_id + , subq_13.customer_third_hop_id + , subq_13.customer_id__customer_third_hop_id + , subq_13.customer_third_hop_id__customer_id + , subq_13.country + , subq_13.customer_id__country + , subq_13.customer_third_hop_id__country + , subq_13.customers_with_other_data FROM ( -- Metric Time Dimension 'acquired_ds' SELECT - subq_14.acquired_ds__day - , subq_14.acquired_ds__week - , subq_14.acquired_ds__month - , subq_14.acquired_ds__quarter - , subq_14.acquired_ds__year - , subq_14.acquired_ds__extract_year - , subq_14.acquired_ds__extract_quarter - , subq_14.acquired_ds__extract_month - , subq_14.acquired_ds__extract_day - , subq_14.acquired_ds__extract_dow - , subq_14.acquired_ds__extract_doy - , subq_14.customer_id__acquired_ds__day - , subq_14.customer_id__acquired_ds__week - , subq_14.customer_id__acquired_ds__month - , subq_14.customer_id__acquired_ds__quarter - , subq_14.customer_id__acquired_ds__year - , subq_14.customer_id__acquired_ds__extract_year - , subq_14.customer_id__acquired_ds__extract_quarter - , subq_14.customer_id__acquired_ds__extract_month - , subq_14.customer_id__acquired_ds__extract_day - , subq_14.customer_id__acquired_ds__extract_dow - , subq_14.customer_id__acquired_ds__extract_doy - , subq_14.customer_third_hop_id__acquired_ds__day - , subq_14.customer_third_hop_id__acquired_ds__week - , subq_14.customer_third_hop_id__acquired_ds__month - , subq_14.customer_third_hop_id__acquired_ds__quarter - , subq_14.customer_third_hop_id__acquired_ds__year - , subq_14.customer_third_hop_id__acquired_ds__extract_year - , subq_14.customer_third_hop_id__acquired_ds__extract_quarter - , subq_14.customer_third_hop_id__acquired_ds__extract_month - , subq_14.customer_third_hop_id__acquired_ds__extract_day - , subq_14.customer_third_hop_id__acquired_ds__extract_dow - , subq_14.customer_third_hop_id__acquired_ds__extract_doy - , subq_14.acquired_ds__day AS metric_time__day - , subq_14.acquired_ds__week AS metric_time__week - , subq_14.acquired_ds__month AS metric_time__month - , subq_14.acquired_ds__quarter AS metric_time__quarter - , subq_14.acquired_ds__year AS metric_time__year - , subq_14.acquired_ds__extract_year AS metric_time__extract_year - , subq_14.acquired_ds__extract_quarter AS metric_time__extract_quarter - , subq_14.acquired_ds__extract_month AS metric_time__extract_month - , subq_14.acquired_ds__extract_day AS metric_time__extract_day - , subq_14.acquired_ds__extract_dow AS metric_time__extract_dow - , subq_14.acquired_ds__extract_doy AS metric_time__extract_doy - , subq_14.customer_id - , subq_14.customer_third_hop_id - , subq_14.customer_id__customer_third_hop_id - , subq_14.customer_third_hop_id__customer_id - , subq_14.country - , subq_14.customer_id__country - , subq_14.customer_third_hop_id__country - , subq_14.customers_with_other_data + subq_12.acquired_ds__day + , subq_12.acquired_ds__week + , subq_12.acquired_ds__month + , subq_12.acquired_ds__quarter + , subq_12.acquired_ds__year + , subq_12.acquired_ds__extract_year + , subq_12.acquired_ds__extract_quarter + , subq_12.acquired_ds__extract_month + , subq_12.acquired_ds__extract_day + , subq_12.acquired_ds__extract_dow + , subq_12.acquired_ds__extract_doy + , subq_12.customer_id__acquired_ds__day + , subq_12.customer_id__acquired_ds__week + , subq_12.customer_id__acquired_ds__month + , subq_12.customer_id__acquired_ds__quarter + , subq_12.customer_id__acquired_ds__year + , subq_12.customer_id__acquired_ds__extract_year + , subq_12.customer_id__acquired_ds__extract_quarter + , subq_12.customer_id__acquired_ds__extract_month + , subq_12.customer_id__acquired_ds__extract_day + , subq_12.customer_id__acquired_ds__extract_dow + , subq_12.customer_id__acquired_ds__extract_doy + , subq_12.customer_third_hop_id__acquired_ds__day + , subq_12.customer_third_hop_id__acquired_ds__week + , subq_12.customer_third_hop_id__acquired_ds__month + , subq_12.customer_third_hop_id__acquired_ds__quarter + , subq_12.customer_third_hop_id__acquired_ds__year + , subq_12.customer_third_hop_id__acquired_ds__extract_year + , subq_12.customer_third_hop_id__acquired_ds__extract_quarter + , subq_12.customer_third_hop_id__acquired_ds__extract_month + , subq_12.customer_third_hop_id__acquired_ds__extract_day + , subq_12.customer_third_hop_id__acquired_ds__extract_dow + , subq_12.customer_third_hop_id__acquired_ds__extract_doy + , subq_12.acquired_ds__day AS metric_time__day + , subq_12.acquired_ds__week AS metric_time__week + , subq_12.acquired_ds__month AS metric_time__month + , subq_12.acquired_ds__quarter AS metric_time__quarter + , subq_12.acquired_ds__year AS metric_time__year + , subq_12.acquired_ds__extract_year AS metric_time__extract_year + , subq_12.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_12.acquired_ds__extract_month AS metric_time__extract_month + , subq_12.acquired_ds__extract_day AS metric_time__extract_day + , subq_12.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_12.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_12.customer_id + , subq_12.customer_third_hop_id + , subq_12.customer_id__customer_third_hop_id + , subq_12.customer_third_hop_id__customer_id + , subq_12.country + , subq_12.customer_id__country + , subq_12.customer_third_hop_id__country + , subq_12.customers_with_other_data FROM ( -- Read Elements From Semantic Model 'customer_other_data' SELECT @@ -291,24 +291,24 @@ FROM ( , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_14 - ) subq_15 + ) subq_12 + ) subq_13 WHERE customer_id__country = 'paraguay' - ) subq_16 - ) subq_17 + ) subq_14 + ) subq_15 WHERE customer_id__country = 'paraguay' - ) subq_18 - ) subq_19 + ) subq_16 + ) subq_17 GROUP BY - subq_19.customer_id__customer_third_hop_id - ) subq_20 - ) subq_21 - ) subq_22 + subq_17.customer_id__customer_third_hop_id + ) subq_18 + ) subq_19 + ) subq_20 ON - subq_13.customer_third_hop_id = subq_22.customer_id__customer_third_hop_id - ) subq_23 - ) subq_24 + subq_11.customer_third_hop_id = subq_20.customer_id__customer_third_hop_id + ) subq_21 + ) subq_22 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 - ) subq_25 - ) subq_26 -) subq_27 + ) subq_23 + ) subq_24 +) subq_25 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0_optimized.sql index 7c12d6cf98..4af49531fb 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0_optimized.sql @@ -8,7 +8,7 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_39.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + subq_37.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count FROM ***************************.third_hop_table third_hop_table_src_22000 LEFT OUTER JOIN ( @@ -35,14 +35,14 @@ FROM ( , country AS customer_id__country , 1 AS customers_with_other_data FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_32 + ) subq_30 WHERE customer_id__country = 'paraguay' - ) subq_34 + ) subq_32 WHERE customer_id__country = 'paraguay' GROUP BY customer_id__customer_third_hop_id - ) subq_39 + ) subq_37 ON - third_hop_table_src_22000.customer_third_hop_id = subq_39.customer_id__customer_third_hop_id -) subq_41 + third_hop_table_src_22000.customer_third_hop_id = subq_37.customer_id__customer_third_hop_id +) subq_39 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0.sql index 7b23ae782a..5938f67a2e 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0.sql @@ -1,76 +1,76 @@ -- Compute Metrics via Expressions SELECT - subq_27.third_hop_count + subq_25.third_hop_count FROM ( -- Aggregate Measures SELECT - COUNT(DISTINCT subq_26.third_hop_count) AS third_hop_count + COUNT(DISTINCT subq_24.third_hop_count) AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count',] SELECT - subq_25.third_hop_count + subq_23.third_hop_count FROM ( -- Constrain Output with WHERE SELECT - subq_24.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_24.third_hop_count + subq_22.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_22.third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_23.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_23.third_hop_count + subq_21.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_21.third_hop_count FROM ( -- Join Standard Outputs SELECT - subq_13.customer_third_hop_id AS customer_third_hop_id - , subq_22.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id - , subq_22.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers - , subq_13.third_hop_count AS third_hop_count + subq_11.customer_third_hop_id AS customer_third_hop_id + , subq_20.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_20.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_11.third_hop_count AS third_hop_count FROM ( -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] SELECT - subq_12.customer_third_hop_id - , subq_12.third_hop_count + subq_10.customer_third_hop_id + , subq_10.third_hop_count FROM ( -- Metric Time Dimension 'third_hop_ds' SELECT - subq_11.third_hop_ds__day - , subq_11.third_hop_ds__week - , subq_11.third_hop_ds__month - , subq_11.third_hop_ds__quarter - , subq_11.third_hop_ds__year - , subq_11.third_hop_ds__extract_year - , subq_11.third_hop_ds__extract_quarter - , subq_11.third_hop_ds__extract_month - , subq_11.third_hop_ds__extract_day - , subq_11.third_hop_ds__extract_dow - , subq_11.third_hop_ds__extract_doy - , subq_11.customer_third_hop_id__third_hop_ds__day - , subq_11.customer_third_hop_id__third_hop_ds__week - , subq_11.customer_third_hop_id__third_hop_ds__month - , subq_11.customer_third_hop_id__third_hop_ds__quarter - , subq_11.customer_third_hop_id__third_hop_ds__year - , subq_11.customer_third_hop_id__third_hop_ds__extract_year - , subq_11.customer_third_hop_id__third_hop_ds__extract_quarter - , subq_11.customer_third_hop_id__third_hop_ds__extract_month - , subq_11.customer_third_hop_id__third_hop_ds__extract_day - , subq_11.customer_third_hop_id__third_hop_ds__extract_dow - , subq_11.customer_third_hop_id__third_hop_ds__extract_doy - , subq_11.third_hop_ds__day AS metric_time__day - , subq_11.third_hop_ds__week AS metric_time__week - , subq_11.third_hop_ds__month AS metric_time__month - , subq_11.third_hop_ds__quarter AS metric_time__quarter - , subq_11.third_hop_ds__year AS metric_time__year - , subq_11.third_hop_ds__extract_year AS metric_time__extract_year - , subq_11.third_hop_ds__extract_quarter AS metric_time__extract_quarter - , subq_11.third_hop_ds__extract_month AS metric_time__extract_month - , subq_11.third_hop_ds__extract_day AS metric_time__extract_day - , subq_11.third_hop_ds__extract_dow AS metric_time__extract_dow - , subq_11.third_hop_ds__extract_doy AS metric_time__extract_doy - , subq_11.customer_third_hop_id - , subq_11.value - , subq_11.customer_third_hop_id__value - , subq_11.third_hop_count + subq_9.third_hop_ds__day + , subq_9.third_hop_ds__week + , subq_9.third_hop_ds__month + , subq_9.third_hop_ds__quarter + , subq_9.third_hop_ds__year + , subq_9.third_hop_ds__extract_year + , subq_9.third_hop_ds__extract_quarter + , subq_9.third_hop_ds__extract_month + , subq_9.third_hop_ds__extract_day + , subq_9.third_hop_ds__extract_dow + , subq_9.third_hop_ds__extract_doy + , subq_9.customer_third_hop_id__third_hop_ds__day + , subq_9.customer_third_hop_id__third_hop_ds__week + , subq_9.customer_third_hop_id__third_hop_ds__month + , subq_9.customer_third_hop_id__third_hop_ds__quarter + , subq_9.customer_third_hop_id__third_hop_ds__year + , subq_9.customer_third_hop_id__third_hop_ds__extract_year + , subq_9.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_9.customer_third_hop_id__third_hop_ds__extract_month + , subq_9.customer_third_hop_id__third_hop_ds__extract_day + , subq_9.customer_third_hop_id__third_hop_ds__extract_dow + , subq_9.customer_third_hop_id__third_hop_ds__extract_doy + , subq_9.third_hop_ds__day AS metric_time__day + , subq_9.third_hop_ds__week AS metric_time__week + , subq_9.third_hop_ds__month AS metric_time__month + , subq_9.third_hop_ds__quarter AS metric_time__quarter + , subq_9.third_hop_ds__year AS metric_time__year + , subq_9.third_hop_ds__extract_year AS metric_time__extract_year + , subq_9.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_9.third_hop_ds__extract_month AS metric_time__extract_month + , subq_9.third_hop_ds__extract_day AS metric_time__extract_day + , subq_9.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_9.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_9.customer_third_hop_id + , subq_9.value + , subq_9.customer_third_hop_id__value + , subq_9.third_hop_count FROM ( -- Read Elements From Semantic Model 'third_hop_table' SELECT @@ -101,151 +101,151 @@ FROM ( , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy , third_hop_table_src_22000.customer_third_hop_id FROM ***************************.third_hop_table third_hop_table_src_22000 - ) subq_11 - ) subq_12 - ) subq_13 + ) subq_9 + ) subq_10 + ) subq_11 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_21.customer_id__customer_third_hop_id - , subq_21.customer_id__customer_third_hop_id__paraguayan_customers + subq_19.customer_id__customer_third_hop_id + , subq_19.customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Compute Metrics via Expressions SELECT - subq_20.customer_id__customer_third_hop_id - , subq_20.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + subq_18.customer_id__customer_third_hop_id + , subq_18.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers FROM ( -- Aggregate Measures SELECT - subq_19.customer_id__customer_third_hop_id - , SUM(subq_19.customers_with_other_data) AS customers_with_other_data + subq_17.customer_id__customer_third_hop_id + , SUM(subq_17.customers_with_other_data) AS customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] SELECT - subq_18.customer_id__customer_third_hop_id - , subq_18.customers_with_other_data + subq_16.customer_id__customer_third_hop_id + , subq_16.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_17.customer_id__customer_third_hop_id - , subq_17.customer_id__country - , subq_17.customers_with_other_data + subq_15.customer_id__customer_third_hop_id + , subq_15.customer_id__country + , subq_15.customers_with_other_data FROM ( -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] SELECT - subq_16.customer_id__customer_third_hop_id - , subq_16.customer_id__country - , subq_16.customers_with_other_data + subq_14.customer_id__customer_third_hop_id + , subq_14.customer_id__country + , subq_14.customers_with_other_data FROM ( -- Constrain Output with WHERE SELECT - subq_15.acquired_ds__day - , subq_15.acquired_ds__week - , subq_15.acquired_ds__month - , subq_15.acquired_ds__quarter - , subq_15.acquired_ds__year - , subq_15.acquired_ds__extract_year - , subq_15.acquired_ds__extract_quarter - , subq_15.acquired_ds__extract_month - , subq_15.acquired_ds__extract_day - , subq_15.acquired_ds__extract_dow - , subq_15.acquired_ds__extract_doy - , subq_15.customer_id__acquired_ds__day - , subq_15.customer_id__acquired_ds__week - , subq_15.customer_id__acquired_ds__month - , subq_15.customer_id__acquired_ds__quarter - , subq_15.customer_id__acquired_ds__year - , subq_15.customer_id__acquired_ds__extract_year - , subq_15.customer_id__acquired_ds__extract_quarter - , subq_15.customer_id__acquired_ds__extract_month - , subq_15.customer_id__acquired_ds__extract_day - , subq_15.customer_id__acquired_ds__extract_dow - , subq_15.customer_id__acquired_ds__extract_doy - , subq_15.customer_third_hop_id__acquired_ds__day - , subq_15.customer_third_hop_id__acquired_ds__week - , subq_15.customer_third_hop_id__acquired_ds__month - , subq_15.customer_third_hop_id__acquired_ds__quarter - , subq_15.customer_third_hop_id__acquired_ds__year - , subq_15.customer_third_hop_id__acquired_ds__extract_year - , subq_15.customer_third_hop_id__acquired_ds__extract_quarter - , subq_15.customer_third_hop_id__acquired_ds__extract_month - , subq_15.customer_third_hop_id__acquired_ds__extract_day - , subq_15.customer_third_hop_id__acquired_ds__extract_dow - , subq_15.customer_third_hop_id__acquired_ds__extract_doy - , subq_15.metric_time__day - , subq_15.metric_time__week - , subq_15.metric_time__month - , subq_15.metric_time__quarter - , subq_15.metric_time__year - , subq_15.metric_time__extract_year - , subq_15.metric_time__extract_quarter - , subq_15.metric_time__extract_month - , subq_15.metric_time__extract_day - , subq_15.metric_time__extract_dow - , subq_15.metric_time__extract_doy - , subq_15.customer_id - , subq_15.customer_third_hop_id - , subq_15.customer_id__customer_third_hop_id - , subq_15.customer_third_hop_id__customer_id - , subq_15.country - , subq_15.customer_id__country - , subq_15.customer_third_hop_id__country - , subq_15.customers_with_other_data + subq_13.acquired_ds__day + , subq_13.acquired_ds__week + , subq_13.acquired_ds__month + , subq_13.acquired_ds__quarter + , subq_13.acquired_ds__year + , subq_13.acquired_ds__extract_year + , subq_13.acquired_ds__extract_quarter + , subq_13.acquired_ds__extract_month + , subq_13.acquired_ds__extract_day + , subq_13.acquired_ds__extract_dow + , subq_13.acquired_ds__extract_doy + , subq_13.customer_id__acquired_ds__day + , subq_13.customer_id__acquired_ds__week + , subq_13.customer_id__acquired_ds__month + , subq_13.customer_id__acquired_ds__quarter + , subq_13.customer_id__acquired_ds__year + , subq_13.customer_id__acquired_ds__extract_year + , subq_13.customer_id__acquired_ds__extract_quarter + , subq_13.customer_id__acquired_ds__extract_month + , subq_13.customer_id__acquired_ds__extract_day + , subq_13.customer_id__acquired_ds__extract_dow + , subq_13.customer_id__acquired_ds__extract_doy + , subq_13.customer_third_hop_id__acquired_ds__day + , subq_13.customer_third_hop_id__acquired_ds__week + , subq_13.customer_third_hop_id__acquired_ds__month + , subq_13.customer_third_hop_id__acquired_ds__quarter + , subq_13.customer_third_hop_id__acquired_ds__year + , subq_13.customer_third_hop_id__acquired_ds__extract_year + , subq_13.customer_third_hop_id__acquired_ds__extract_quarter + , subq_13.customer_third_hop_id__acquired_ds__extract_month + , subq_13.customer_third_hop_id__acquired_ds__extract_day + , subq_13.customer_third_hop_id__acquired_ds__extract_dow + , subq_13.customer_third_hop_id__acquired_ds__extract_doy + , subq_13.metric_time__day + , subq_13.metric_time__week + , subq_13.metric_time__month + , subq_13.metric_time__quarter + , subq_13.metric_time__year + , subq_13.metric_time__extract_year + , subq_13.metric_time__extract_quarter + , subq_13.metric_time__extract_month + , subq_13.metric_time__extract_day + , subq_13.metric_time__extract_dow + , subq_13.metric_time__extract_doy + , subq_13.customer_id + , subq_13.customer_third_hop_id + , subq_13.customer_id__customer_third_hop_id + , subq_13.customer_third_hop_id__customer_id + , subq_13.country + , subq_13.customer_id__country + , subq_13.customer_third_hop_id__country + , subq_13.customers_with_other_data FROM ( -- Metric Time Dimension 'acquired_ds' SELECT - subq_14.acquired_ds__day - , subq_14.acquired_ds__week - , subq_14.acquired_ds__month - , subq_14.acquired_ds__quarter - , subq_14.acquired_ds__year - , subq_14.acquired_ds__extract_year - , subq_14.acquired_ds__extract_quarter - , subq_14.acquired_ds__extract_month - , subq_14.acquired_ds__extract_day - , subq_14.acquired_ds__extract_dow - , subq_14.acquired_ds__extract_doy - , subq_14.customer_id__acquired_ds__day - , subq_14.customer_id__acquired_ds__week - , subq_14.customer_id__acquired_ds__month - , subq_14.customer_id__acquired_ds__quarter - , subq_14.customer_id__acquired_ds__year - , subq_14.customer_id__acquired_ds__extract_year - , subq_14.customer_id__acquired_ds__extract_quarter - , subq_14.customer_id__acquired_ds__extract_month - , subq_14.customer_id__acquired_ds__extract_day - , subq_14.customer_id__acquired_ds__extract_dow - , subq_14.customer_id__acquired_ds__extract_doy - , subq_14.customer_third_hop_id__acquired_ds__day - , subq_14.customer_third_hop_id__acquired_ds__week - , subq_14.customer_third_hop_id__acquired_ds__month - , subq_14.customer_third_hop_id__acquired_ds__quarter - , subq_14.customer_third_hop_id__acquired_ds__year - , subq_14.customer_third_hop_id__acquired_ds__extract_year - , subq_14.customer_third_hop_id__acquired_ds__extract_quarter - , subq_14.customer_third_hop_id__acquired_ds__extract_month - , subq_14.customer_third_hop_id__acquired_ds__extract_day - , subq_14.customer_third_hop_id__acquired_ds__extract_dow - , subq_14.customer_third_hop_id__acquired_ds__extract_doy - , subq_14.acquired_ds__day AS metric_time__day - , subq_14.acquired_ds__week AS metric_time__week - , subq_14.acquired_ds__month AS metric_time__month - , subq_14.acquired_ds__quarter AS metric_time__quarter - , subq_14.acquired_ds__year AS metric_time__year - , subq_14.acquired_ds__extract_year AS metric_time__extract_year - , subq_14.acquired_ds__extract_quarter AS metric_time__extract_quarter - , subq_14.acquired_ds__extract_month AS metric_time__extract_month - , subq_14.acquired_ds__extract_day AS metric_time__extract_day - , subq_14.acquired_ds__extract_dow AS metric_time__extract_dow - , subq_14.acquired_ds__extract_doy AS metric_time__extract_doy - , subq_14.customer_id - , subq_14.customer_third_hop_id - , subq_14.customer_id__customer_third_hop_id - , subq_14.customer_third_hop_id__customer_id - , subq_14.country - , subq_14.customer_id__country - , subq_14.customer_third_hop_id__country - , subq_14.customers_with_other_data + subq_12.acquired_ds__day + , subq_12.acquired_ds__week + , subq_12.acquired_ds__month + , subq_12.acquired_ds__quarter + , subq_12.acquired_ds__year + , subq_12.acquired_ds__extract_year + , subq_12.acquired_ds__extract_quarter + , subq_12.acquired_ds__extract_month + , subq_12.acquired_ds__extract_day + , subq_12.acquired_ds__extract_dow + , subq_12.acquired_ds__extract_doy + , subq_12.customer_id__acquired_ds__day + , subq_12.customer_id__acquired_ds__week + , subq_12.customer_id__acquired_ds__month + , subq_12.customer_id__acquired_ds__quarter + , subq_12.customer_id__acquired_ds__year + , subq_12.customer_id__acquired_ds__extract_year + , subq_12.customer_id__acquired_ds__extract_quarter + , subq_12.customer_id__acquired_ds__extract_month + , subq_12.customer_id__acquired_ds__extract_day + , subq_12.customer_id__acquired_ds__extract_dow + , subq_12.customer_id__acquired_ds__extract_doy + , subq_12.customer_third_hop_id__acquired_ds__day + , subq_12.customer_third_hop_id__acquired_ds__week + , subq_12.customer_third_hop_id__acquired_ds__month + , subq_12.customer_third_hop_id__acquired_ds__quarter + , subq_12.customer_third_hop_id__acquired_ds__year + , subq_12.customer_third_hop_id__acquired_ds__extract_year + , subq_12.customer_third_hop_id__acquired_ds__extract_quarter + , subq_12.customer_third_hop_id__acquired_ds__extract_month + , subq_12.customer_third_hop_id__acquired_ds__extract_day + , subq_12.customer_third_hop_id__acquired_ds__extract_dow + , subq_12.customer_third_hop_id__acquired_ds__extract_doy + , subq_12.acquired_ds__day AS metric_time__day + , subq_12.acquired_ds__week AS metric_time__week + , subq_12.acquired_ds__month AS metric_time__month + , subq_12.acquired_ds__quarter AS metric_time__quarter + , subq_12.acquired_ds__year AS metric_time__year + , subq_12.acquired_ds__extract_year AS metric_time__extract_year + , subq_12.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_12.acquired_ds__extract_month AS metric_time__extract_month + , subq_12.acquired_ds__extract_day AS metric_time__extract_day + , subq_12.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_12.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_12.customer_id + , subq_12.customer_third_hop_id + , subq_12.customer_id__customer_third_hop_id + , subq_12.customer_third_hop_id__customer_id + , subq_12.country + , subq_12.customer_id__country + , subq_12.customer_third_hop_id__country + , subq_12.customers_with_other_data FROM ( -- Read Elements From Semantic Model 'customer_other_data' SELECT @@ -291,24 +291,24 @@ FROM ( , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_14 - ) subq_15 + ) subq_12 + ) subq_13 WHERE customer_id__country = 'paraguay' - ) subq_16 - ) subq_17 + ) subq_14 + ) subq_15 WHERE customer_id__country = 'paraguay' - ) subq_18 - ) subq_19 + ) subq_16 + ) subq_17 GROUP BY - subq_19.customer_id__customer_third_hop_id - ) subq_20 - ) subq_21 - ) subq_22 + subq_17.customer_id__customer_third_hop_id + ) subq_18 + ) subq_19 + ) subq_20 ON - subq_13.customer_third_hop_id = subq_22.customer_id__customer_third_hop_id - ) subq_23 - ) subq_24 + subq_11.customer_third_hop_id = subq_20.customer_id__customer_third_hop_id + ) subq_21 + ) subq_22 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 - ) subq_25 - ) subq_26 -) subq_27 + ) subq_23 + ) subq_24 +) subq_25 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0_optimized.sql index 7c12d6cf98..4af49531fb 100644 --- a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0_optimized.sql @@ -8,7 +8,7 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] SELECT - subq_39.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + subq_37.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count FROM ***************************.third_hop_table third_hop_table_src_22000 LEFT OUTER JOIN ( @@ -35,14 +35,14 @@ FROM ( , country AS customer_id__country , 1 AS customers_with_other_data FROM ***************************.customer_other_data customer_other_data_src_22000 - ) subq_32 + ) subq_30 WHERE customer_id__country = 'paraguay' - ) subq_34 + ) subq_32 WHERE customer_id__country = 'paraguay' GROUP BY customer_id__customer_third_hop_id - ) subq_39 + ) subq_37 ON - third_hop_table_src_22000.customer_third_hop_id = subq_39.customer_id__customer_third_hop_id -) subq_41 + third_hop_table_src_22000.customer_third_hop_id = subq_37.customer_id__customer_third_hop_id +) subq_39 WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/BigQuery/test_dimensions_with_time_constraint__plan0.sql b/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/BigQuery/test_dimensions_with_time_constraint__plan0.sql index 9b3b0c4f8e..d79391ab01 100644 --- a/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/BigQuery/test_dimensions_with_time_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/BigQuery/test_dimensions_with_time_constraint__plan0.sql @@ -1,130 +1,130 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest', 'metric_time__day'] SELECT - subq_9.metric_time__day - , subq_9.listing__is_lux_latest - , subq_9.user__home_state_latest + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest FROM ( -- Constrain Time Range to [2020-01-01T00:00:00, 2020-01-03T00:00:00] SELECT - subq_8.ds__day - , subq_8.ds__week - , subq_8.ds__month - , subq_8.ds__quarter - , subq_8.ds__year - , subq_8.ds__extract_year - , subq_8.ds__extract_quarter - , subq_8.ds__extract_month - , subq_8.ds__extract_day - , subq_8.ds__extract_dow - , subq_8.ds__extract_doy - , subq_8.created_at__day - , subq_8.created_at__week - , subq_8.created_at__month - , subq_8.created_at__quarter - , subq_8.created_at__year - , subq_8.created_at__extract_year - , subq_8.created_at__extract_quarter - , subq_8.created_at__extract_month - , subq_8.created_at__extract_day - , subq_8.created_at__extract_dow - , subq_8.created_at__extract_doy - , subq_8.listing__ds__day - , subq_8.listing__ds__week - , subq_8.listing__ds__month - , subq_8.listing__ds__quarter - , subq_8.listing__ds__year - , subq_8.listing__ds__extract_year - , subq_8.listing__ds__extract_quarter - , subq_8.listing__ds__extract_month - , subq_8.listing__ds__extract_day - , subq_8.listing__ds__extract_dow - , subq_8.listing__ds__extract_doy - , subq_8.listing__created_at__day - , subq_8.listing__created_at__week - , subq_8.listing__created_at__month - , subq_8.listing__created_at__quarter - , subq_8.listing__created_at__year - , subq_8.listing__created_at__extract_year - , subq_8.listing__created_at__extract_quarter - , subq_8.listing__created_at__extract_month - , subq_8.listing__created_at__extract_day - , subq_8.listing__created_at__extract_dow - , subq_8.listing__created_at__extract_doy - , subq_8.metric_time__day - , subq_8.listing - , subq_8.user - , subq_8.listing__user - , subq_8.country_latest - , subq_8.is_lux_latest - , subq_8.capacity_latest - , subq_8.listing__country_latest - , subq_8.listing__is_lux_latest - , subq_8.listing__capacity_latest - , subq_8.user__home_state_latest - , subq_8.listings - , subq_8.largest_listing - , subq_8.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.metric_time__day + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_2.ds__day AS ds__day - , subq_2.ds__week AS ds__week - , subq_2.ds__month AS ds__month - , subq_2.ds__quarter AS ds__quarter - , subq_2.ds__year AS ds__year - , subq_2.ds__extract_year AS ds__extract_year - , subq_2.ds__extract_quarter AS ds__extract_quarter - , subq_2.ds__extract_month AS ds__extract_month - , subq_2.ds__extract_day AS ds__extract_day - , subq_2.ds__extract_dow AS ds__extract_dow - , subq_2.ds__extract_doy AS ds__extract_doy - , subq_2.created_at__day AS created_at__day - , subq_2.created_at__week AS created_at__week - , subq_2.created_at__month AS created_at__month - , subq_2.created_at__quarter AS created_at__quarter - , subq_2.created_at__year AS created_at__year - , subq_2.created_at__extract_year AS created_at__extract_year - , subq_2.created_at__extract_quarter AS created_at__extract_quarter - , subq_2.created_at__extract_month AS created_at__extract_month - , subq_2.created_at__extract_day AS created_at__extract_day - , subq_2.created_at__extract_dow AS created_at__extract_dow - , subq_2.created_at__extract_doy AS created_at__extract_doy - , subq_2.listing__ds__day AS listing__ds__day - , subq_2.listing__ds__week AS listing__ds__week - , subq_2.listing__ds__month AS listing__ds__month - , subq_2.listing__ds__quarter AS listing__ds__quarter - , subq_2.listing__ds__year AS listing__ds__year - , subq_2.listing__ds__extract_year AS listing__ds__extract_year - , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_2.listing__ds__extract_month AS listing__ds__extract_month - , subq_2.listing__ds__extract_day AS listing__ds__extract_day - , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_2.listing__created_at__day AS listing__created_at__day - , subq_2.listing__created_at__week AS listing__created_at__week - , subq_2.listing__created_at__month AS listing__created_at__month - , subq_2.listing__created_at__quarter AS listing__created_at__quarter - , subq_2.listing__created_at__year AS listing__created_at__year - , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_5.metric_time__day AS metric_time__day - , subq_2.listing AS listing - , subq_2.user AS user - , subq_2.listing__user AS listing__user - , subq_2.country_latest AS country_latest - , subq_2.is_lux_latest AS is_lux_latest - , subq_2.capacity_latest AS capacity_latest - , subq_2.listing__country_latest AS listing__country_latest - , subq_2.listing__is_lux_latest AS listing__is_lux_latest - , subq_2.listing__capacity_latest AS listing__capacity_latest - , subq_7.home_state_latest AS user__home_state_latest - , subq_2.listings AS listings - , subq_2.largest_listing AS largest_listing - , subq_2.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_3.metric_time__day AS metric_time__day + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -185,36 +185,36 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 + ) subq_0 CROSS JOIN ( -- Pass Only Elements: ['metric_time__day',] SELECT - subq_4.metric_time__day + subq_2.metric_time__day FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy + subq_1.ds__day + , subq_1.ds__week + , subq_1.ds__month + , subq_1.ds__quarter + , subq_1.ds__year + , subq_1.ds__extract_year + , subq_1.ds__extract_quarter + , subq_1.ds__extract_month + , subq_1.ds__extract_day + , subq_1.ds__extract_dow + , subq_1.ds__extract_doy + , subq_1.ds__day AS metric_time__day + , subq_1.ds__week AS metric_time__week + , subq_1.ds__month AS metric_time__month + , subq_1.ds__quarter AS metric_time__quarter + , subq_1.ds__year AS metric_time__year + , subq_1.ds__extract_year AS metric_time__extract_year + , subq_1.ds__extract_quarter AS metric_time__extract_quarter + , subq_1.ds__extract_month AS metric_time__extract_month + , subq_1.ds__extract_day AS metric_time__extract_day + , subq_1.ds__extract_dow AS metric_time__extract_dow + , subq_1.ds__extract_doy AS metric_time__extract_doy FROM ( -- Time Spine SELECT @@ -230,14 +230,14 @@ FROM ( , IF(EXTRACT(dayofweek FROM time_spine_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM time_spine_src_28000.ds) - 1) AS ds__extract_dow , EXTRACT(dayofyear FROM time_spine_src_28000.ds) AS ds__extract_doy FROM ***************************.mf_time_spine time_spine_src_28000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_1 + ) subq_2 + ) subq_3 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_6.user - , subq_6.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -267,13 +267,13 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_6 - ) subq_7 + ) subq_4 + ) subq_5 ON - subq_2.user = subq_7.user - ) subq_8 - WHERE subq_8.metric_time__day BETWEEN '2020-01-01' AND '2020-01-03' -) subq_9 + subq_0.user = subq_5.user + ) subq_6 + WHERE subq_6.metric_time__day BETWEEN '2020-01-01' AND '2020-01-03' +) subq_7 GROUP BY metric_time__day , listing__is_lux_latest diff --git a/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Databricks/test_dimensions_with_time_constraint__plan0.sql b/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Databricks/test_dimensions_with_time_constraint__plan0.sql index 7b375398ef..c158a74935 100644 --- a/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Databricks/test_dimensions_with_time_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Databricks/test_dimensions_with_time_constraint__plan0.sql @@ -1,130 +1,130 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest', 'metric_time__day'] SELECT - subq_9.metric_time__day - , subq_9.listing__is_lux_latest - , subq_9.user__home_state_latest + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest FROM ( -- Constrain Time Range to [2020-01-01T00:00:00, 2020-01-03T00:00:00] SELECT - subq_8.ds__day - , subq_8.ds__week - , subq_8.ds__month - , subq_8.ds__quarter - , subq_8.ds__year - , subq_8.ds__extract_year - , subq_8.ds__extract_quarter - , subq_8.ds__extract_month - , subq_8.ds__extract_day - , subq_8.ds__extract_dow - , subq_8.ds__extract_doy - , subq_8.created_at__day - , subq_8.created_at__week - , subq_8.created_at__month - , subq_8.created_at__quarter - , subq_8.created_at__year - , subq_8.created_at__extract_year - , subq_8.created_at__extract_quarter - , subq_8.created_at__extract_month - , subq_8.created_at__extract_day - , subq_8.created_at__extract_dow - , subq_8.created_at__extract_doy - , subq_8.listing__ds__day - , subq_8.listing__ds__week - , subq_8.listing__ds__month - , subq_8.listing__ds__quarter - , subq_8.listing__ds__year - , subq_8.listing__ds__extract_year - , subq_8.listing__ds__extract_quarter - , subq_8.listing__ds__extract_month - , subq_8.listing__ds__extract_day - , subq_8.listing__ds__extract_dow - , subq_8.listing__ds__extract_doy - , subq_8.listing__created_at__day - , subq_8.listing__created_at__week - , subq_8.listing__created_at__month - , subq_8.listing__created_at__quarter - , subq_8.listing__created_at__year - , subq_8.listing__created_at__extract_year - , subq_8.listing__created_at__extract_quarter - , subq_8.listing__created_at__extract_month - , subq_8.listing__created_at__extract_day - , subq_8.listing__created_at__extract_dow - , subq_8.listing__created_at__extract_doy - , subq_8.metric_time__day - , subq_8.listing - , subq_8.user - , subq_8.listing__user - , subq_8.country_latest - , subq_8.is_lux_latest - , subq_8.capacity_latest - , subq_8.listing__country_latest - , subq_8.listing__is_lux_latest - , subq_8.listing__capacity_latest - , subq_8.user__home_state_latest - , subq_8.listings - , subq_8.largest_listing - , subq_8.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.metric_time__day + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_2.ds__day AS ds__day - , subq_2.ds__week AS ds__week - , subq_2.ds__month AS ds__month - , subq_2.ds__quarter AS ds__quarter - , subq_2.ds__year AS ds__year - , subq_2.ds__extract_year AS ds__extract_year - , subq_2.ds__extract_quarter AS ds__extract_quarter - , subq_2.ds__extract_month AS ds__extract_month - , subq_2.ds__extract_day AS ds__extract_day - , subq_2.ds__extract_dow AS ds__extract_dow - , subq_2.ds__extract_doy AS ds__extract_doy - , subq_2.created_at__day AS created_at__day - , subq_2.created_at__week AS created_at__week - , subq_2.created_at__month AS created_at__month - , subq_2.created_at__quarter AS created_at__quarter - , subq_2.created_at__year AS created_at__year - , subq_2.created_at__extract_year AS created_at__extract_year - , subq_2.created_at__extract_quarter AS created_at__extract_quarter - , subq_2.created_at__extract_month AS created_at__extract_month - , subq_2.created_at__extract_day AS created_at__extract_day - , subq_2.created_at__extract_dow AS created_at__extract_dow - , subq_2.created_at__extract_doy AS created_at__extract_doy - , subq_2.listing__ds__day AS listing__ds__day - , subq_2.listing__ds__week AS listing__ds__week - , subq_2.listing__ds__month AS listing__ds__month - , subq_2.listing__ds__quarter AS listing__ds__quarter - , subq_2.listing__ds__year AS listing__ds__year - , subq_2.listing__ds__extract_year AS listing__ds__extract_year - , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_2.listing__ds__extract_month AS listing__ds__extract_month - , subq_2.listing__ds__extract_day AS listing__ds__extract_day - , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_2.listing__created_at__day AS listing__created_at__day - , subq_2.listing__created_at__week AS listing__created_at__week - , subq_2.listing__created_at__month AS listing__created_at__month - , subq_2.listing__created_at__quarter AS listing__created_at__quarter - , subq_2.listing__created_at__year AS listing__created_at__year - , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_5.metric_time__day AS metric_time__day - , subq_2.listing AS listing - , subq_2.user AS user - , subq_2.listing__user AS listing__user - , subq_2.country_latest AS country_latest - , subq_2.is_lux_latest AS is_lux_latest - , subq_2.capacity_latest AS capacity_latest - , subq_2.listing__country_latest AS listing__country_latest - , subq_2.listing__is_lux_latest AS listing__is_lux_latest - , subq_2.listing__capacity_latest AS listing__capacity_latest - , subq_7.home_state_latest AS user__home_state_latest - , subq_2.listings AS listings - , subq_2.largest_listing AS largest_listing - , subq_2.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_3.metric_time__day AS metric_time__day + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -185,36 +185,36 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 + ) subq_0 CROSS JOIN ( -- Pass Only Elements: ['metric_time__day',] SELECT - subq_4.metric_time__day + subq_2.metric_time__day FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy + subq_1.ds__day + , subq_1.ds__week + , subq_1.ds__month + , subq_1.ds__quarter + , subq_1.ds__year + , subq_1.ds__extract_year + , subq_1.ds__extract_quarter + , subq_1.ds__extract_month + , subq_1.ds__extract_day + , subq_1.ds__extract_dow + , subq_1.ds__extract_doy + , subq_1.ds__day AS metric_time__day + , subq_1.ds__week AS metric_time__week + , subq_1.ds__month AS metric_time__month + , subq_1.ds__quarter AS metric_time__quarter + , subq_1.ds__year AS metric_time__year + , subq_1.ds__extract_year AS metric_time__extract_year + , subq_1.ds__extract_quarter AS metric_time__extract_quarter + , subq_1.ds__extract_month AS metric_time__extract_month + , subq_1.ds__extract_day AS metric_time__extract_day + , subq_1.ds__extract_dow AS metric_time__extract_dow + , subq_1.ds__extract_doy AS metric_time__extract_doy FROM ( -- Time Spine SELECT @@ -230,14 +230,14 @@ FROM ( , EXTRACT(DAYOFWEEK_ISO FROM time_spine_src_28000.ds) AS ds__extract_dow , EXTRACT(doy FROM time_spine_src_28000.ds) AS ds__extract_doy FROM ***************************.mf_time_spine time_spine_src_28000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_1 + ) subq_2 + ) subq_3 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_6.user - , subq_6.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -267,14 +267,14 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_6 - ) subq_7 + ) subq_4 + ) subq_5 ON - subq_2.user = subq_7.user - ) subq_8 - WHERE subq_8.metric_time__day BETWEEN '2020-01-01' AND '2020-01-03' -) subq_9 + subq_0.user = subq_5.user + ) subq_6 + WHERE subq_6.metric_time__day BETWEEN '2020-01-01' AND '2020-01-03' +) subq_7 GROUP BY - subq_9.metric_time__day - , subq_9.listing__is_lux_latest - , subq_9.user__home_state_latest + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Postgres/test_dimensions_with_time_constraint__plan0.sql b/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Postgres/test_dimensions_with_time_constraint__plan0.sql index df768a7cba..1e42a5d726 100644 --- a/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Postgres/test_dimensions_with_time_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Postgres/test_dimensions_with_time_constraint__plan0.sql @@ -1,130 +1,130 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest', 'metric_time__day'] SELECT - subq_9.metric_time__day - , subq_9.listing__is_lux_latest - , subq_9.user__home_state_latest + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest FROM ( -- Constrain Time Range to [2020-01-01T00:00:00, 2020-01-03T00:00:00] SELECT - subq_8.ds__day - , subq_8.ds__week - , subq_8.ds__month - , subq_8.ds__quarter - , subq_8.ds__year - , subq_8.ds__extract_year - , subq_8.ds__extract_quarter - , subq_8.ds__extract_month - , subq_8.ds__extract_day - , subq_8.ds__extract_dow - , subq_8.ds__extract_doy - , subq_8.created_at__day - , subq_8.created_at__week - , subq_8.created_at__month - , subq_8.created_at__quarter - , subq_8.created_at__year - , subq_8.created_at__extract_year - , subq_8.created_at__extract_quarter - , subq_8.created_at__extract_month - , subq_8.created_at__extract_day - , subq_8.created_at__extract_dow - , subq_8.created_at__extract_doy - , subq_8.listing__ds__day - , subq_8.listing__ds__week - , subq_8.listing__ds__month - , subq_8.listing__ds__quarter - , subq_8.listing__ds__year - , subq_8.listing__ds__extract_year - , subq_8.listing__ds__extract_quarter - , subq_8.listing__ds__extract_month - , subq_8.listing__ds__extract_day - , subq_8.listing__ds__extract_dow - , subq_8.listing__ds__extract_doy - , subq_8.listing__created_at__day - , subq_8.listing__created_at__week - , subq_8.listing__created_at__month - , subq_8.listing__created_at__quarter - , subq_8.listing__created_at__year - , subq_8.listing__created_at__extract_year - , subq_8.listing__created_at__extract_quarter - , subq_8.listing__created_at__extract_month - , subq_8.listing__created_at__extract_day - , subq_8.listing__created_at__extract_dow - , subq_8.listing__created_at__extract_doy - , subq_8.metric_time__day - , subq_8.listing - , subq_8.user - , subq_8.listing__user - , subq_8.country_latest - , subq_8.is_lux_latest - , subq_8.capacity_latest - , subq_8.listing__country_latest - , subq_8.listing__is_lux_latest - , subq_8.listing__capacity_latest - , subq_8.user__home_state_latest - , subq_8.listings - , subq_8.largest_listing - , subq_8.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.metric_time__day + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_2.ds__day AS ds__day - , subq_2.ds__week AS ds__week - , subq_2.ds__month AS ds__month - , subq_2.ds__quarter AS ds__quarter - , subq_2.ds__year AS ds__year - , subq_2.ds__extract_year AS ds__extract_year - , subq_2.ds__extract_quarter AS ds__extract_quarter - , subq_2.ds__extract_month AS ds__extract_month - , subq_2.ds__extract_day AS ds__extract_day - , subq_2.ds__extract_dow AS ds__extract_dow - , subq_2.ds__extract_doy AS ds__extract_doy - , subq_2.created_at__day AS created_at__day - , subq_2.created_at__week AS created_at__week - , subq_2.created_at__month AS created_at__month - , subq_2.created_at__quarter AS created_at__quarter - , subq_2.created_at__year AS created_at__year - , subq_2.created_at__extract_year AS created_at__extract_year - , subq_2.created_at__extract_quarter AS created_at__extract_quarter - , subq_2.created_at__extract_month AS created_at__extract_month - , subq_2.created_at__extract_day AS created_at__extract_day - , subq_2.created_at__extract_dow AS created_at__extract_dow - , subq_2.created_at__extract_doy AS created_at__extract_doy - , subq_2.listing__ds__day AS listing__ds__day - , subq_2.listing__ds__week AS listing__ds__week - , subq_2.listing__ds__month AS listing__ds__month - , subq_2.listing__ds__quarter AS listing__ds__quarter - , subq_2.listing__ds__year AS listing__ds__year - , subq_2.listing__ds__extract_year AS listing__ds__extract_year - , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_2.listing__ds__extract_month AS listing__ds__extract_month - , subq_2.listing__ds__extract_day AS listing__ds__extract_day - , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_2.listing__created_at__day AS listing__created_at__day - , subq_2.listing__created_at__week AS listing__created_at__week - , subq_2.listing__created_at__month AS listing__created_at__month - , subq_2.listing__created_at__quarter AS listing__created_at__quarter - , subq_2.listing__created_at__year AS listing__created_at__year - , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_5.metric_time__day AS metric_time__day - , subq_2.listing AS listing - , subq_2.user AS user - , subq_2.listing__user AS listing__user - , subq_2.country_latest AS country_latest - , subq_2.is_lux_latest AS is_lux_latest - , subq_2.capacity_latest AS capacity_latest - , subq_2.listing__country_latest AS listing__country_latest - , subq_2.listing__is_lux_latest AS listing__is_lux_latest - , subq_2.listing__capacity_latest AS listing__capacity_latest - , subq_7.home_state_latest AS user__home_state_latest - , subq_2.listings AS listings - , subq_2.largest_listing AS largest_listing - , subq_2.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_3.metric_time__day AS metric_time__day + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -185,36 +185,36 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 + ) subq_0 CROSS JOIN ( -- Pass Only Elements: ['metric_time__day',] SELECT - subq_4.metric_time__day + subq_2.metric_time__day FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy + subq_1.ds__day + , subq_1.ds__week + , subq_1.ds__month + , subq_1.ds__quarter + , subq_1.ds__year + , subq_1.ds__extract_year + , subq_1.ds__extract_quarter + , subq_1.ds__extract_month + , subq_1.ds__extract_day + , subq_1.ds__extract_dow + , subq_1.ds__extract_doy + , subq_1.ds__day AS metric_time__day + , subq_1.ds__week AS metric_time__week + , subq_1.ds__month AS metric_time__month + , subq_1.ds__quarter AS metric_time__quarter + , subq_1.ds__year AS metric_time__year + , subq_1.ds__extract_year AS metric_time__extract_year + , subq_1.ds__extract_quarter AS metric_time__extract_quarter + , subq_1.ds__extract_month AS metric_time__extract_month + , subq_1.ds__extract_day AS metric_time__extract_day + , subq_1.ds__extract_dow AS metric_time__extract_dow + , subq_1.ds__extract_doy AS metric_time__extract_doy FROM ( -- Time Spine SELECT @@ -230,14 +230,14 @@ FROM ( , EXTRACT(isodow FROM time_spine_src_28000.ds) AS ds__extract_dow , EXTRACT(doy FROM time_spine_src_28000.ds) AS ds__extract_doy FROM ***************************.mf_time_spine time_spine_src_28000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_1 + ) subq_2 + ) subq_3 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_6.user - , subq_6.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -267,14 +267,14 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_6 - ) subq_7 + ) subq_4 + ) subq_5 ON - subq_2.user = subq_7.user - ) subq_8 - WHERE subq_8.metric_time__day BETWEEN '2020-01-01' AND '2020-01-03' -) subq_9 + subq_0.user = subq_5.user + ) subq_6 + WHERE subq_6.metric_time__day BETWEEN '2020-01-01' AND '2020-01-03' +) subq_7 GROUP BY - subq_9.metric_time__day - , subq_9.listing__is_lux_latest - , subq_9.user__home_state_latest + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Redshift/test_dimensions_with_time_constraint__plan0.sql b/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Redshift/test_dimensions_with_time_constraint__plan0.sql index 547b977463..5d4572d904 100644 --- a/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Redshift/test_dimensions_with_time_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Redshift/test_dimensions_with_time_constraint__plan0.sql @@ -1,130 +1,130 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest', 'metric_time__day'] SELECT - subq_9.metric_time__day - , subq_9.listing__is_lux_latest - , subq_9.user__home_state_latest + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest FROM ( -- Constrain Time Range to [2020-01-01T00:00:00, 2020-01-03T00:00:00] SELECT - subq_8.ds__day - , subq_8.ds__week - , subq_8.ds__month - , subq_8.ds__quarter - , subq_8.ds__year - , subq_8.ds__extract_year - , subq_8.ds__extract_quarter - , subq_8.ds__extract_month - , subq_8.ds__extract_day - , subq_8.ds__extract_dow - , subq_8.ds__extract_doy - , subq_8.created_at__day - , subq_8.created_at__week - , subq_8.created_at__month - , subq_8.created_at__quarter - , subq_8.created_at__year - , subq_8.created_at__extract_year - , subq_8.created_at__extract_quarter - , subq_8.created_at__extract_month - , subq_8.created_at__extract_day - , subq_8.created_at__extract_dow - , subq_8.created_at__extract_doy - , subq_8.listing__ds__day - , subq_8.listing__ds__week - , subq_8.listing__ds__month - , subq_8.listing__ds__quarter - , subq_8.listing__ds__year - , subq_8.listing__ds__extract_year - , subq_8.listing__ds__extract_quarter - , subq_8.listing__ds__extract_month - , subq_8.listing__ds__extract_day - , subq_8.listing__ds__extract_dow - , subq_8.listing__ds__extract_doy - , subq_8.listing__created_at__day - , subq_8.listing__created_at__week - , subq_8.listing__created_at__month - , subq_8.listing__created_at__quarter - , subq_8.listing__created_at__year - , subq_8.listing__created_at__extract_year - , subq_8.listing__created_at__extract_quarter - , subq_8.listing__created_at__extract_month - , subq_8.listing__created_at__extract_day - , subq_8.listing__created_at__extract_dow - , subq_8.listing__created_at__extract_doy - , subq_8.metric_time__day - , subq_8.listing - , subq_8.user - , subq_8.listing__user - , subq_8.country_latest - , subq_8.is_lux_latest - , subq_8.capacity_latest - , subq_8.listing__country_latest - , subq_8.listing__is_lux_latest - , subq_8.listing__capacity_latest - , subq_8.user__home_state_latest - , subq_8.listings - , subq_8.largest_listing - , subq_8.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.metric_time__day + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_2.ds__day AS ds__day - , subq_2.ds__week AS ds__week - , subq_2.ds__month AS ds__month - , subq_2.ds__quarter AS ds__quarter - , subq_2.ds__year AS ds__year - , subq_2.ds__extract_year AS ds__extract_year - , subq_2.ds__extract_quarter AS ds__extract_quarter - , subq_2.ds__extract_month AS ds__extract_month - , subq_2.ds__extract_day AS ds__extract_day - , subq_2.ds__extract_dow AS ds__extract_dow - , subq_2.ds__extract_doy AS ds__extract_doy - , subq_2.created_at__day AS created_at__day - , subq_2.created_at__week AS created_at__week - , subq_2.created_at__month AS created_at__month - , subq_2.created_at__quarter AS created_at__quarter - , subq_2.created_at__year AS created_at__year - , subq_2.created_at__extract_year AS created_at__extract_year - , subq_2.created_at__extract_quarter AS created_at__extract_quarter - , subq_2.created_at__extract_month AS created_at__extract_month - , subq_2.created_at__extract_day AS created_at__extract_day - , subq_2.created_at__extract_dow AS created_at__extract_dow - , subq_2.created_at__extract_doy AS created_at__extract_doy - , subq_2.listing__ds__day AS listing__ds__day - , subq_2.listing__ds__week AS listing__ds__week - , subq_2.listing__ds__month AS listing__ds__month - , subq_2.listing__ds__quarter AS listing__ds__quarter - , subq_2.listing__ds__year AS listing__ds__year - , subq_2.listing__ds__extract_year AS listing__ds__extract_year - , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_2.listing__ds__extract_month AS listing__ds__extract_month - , subq_2.listing__ds__extract_day AS listing__ds__extract_day - , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_2.listing__created_at__day AS listing__created_at__day - , subq_2.listing__created_at__week AS listing__created_at__week - , subq_2.listing__created_at__month AS listing__created_at__month - , subq_2.listing__created_at__quarter AS listing__created_at__quarter - , subq_2.listing__created_at__year AS listing__created_at__year - , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_5.metric_time__day AS metric_time__day - , subq_2.listing AS listing - , subq_2.user AS user - , subq_2.listing__user AS listing__user - , subq_2.country_latest AS country_latest - , subq_2.is_lux_latest AS is_lux_latest - , subq_2.capacity_latest AS capacity_latest - , subq_2.listing__country_latest AS listing__country_latest - , subq_2.listing__is_lux_latest AS listing__is_lux_latest - , subq_2.listing__capacity_latest AS listing__capacity_latest - , subq_7.home_state_latest AS user__home_state_latest - , subq_2.listings AS listings - , subq_2.largest_listing AS largest_listing - , subq_2.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_3.metric_time__day AS metric_time__day + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -185,36 +185,36 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 + ) subq_0 CROSS JOIN ( -- Pass Only Elements: ['metric_time__day',] SELECT - subq_4.metric_time__day + subq_2.metric_time__day FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy + subq_1.ds__day + , subq_1.ds__week + , subq_1.ds__month + , subq_1.ds__quarter + , subq_1.ds__year + , subq_1.ds__extract_year + , subq_1.ds__extract_quarter + , subq_1.ds__extract_month + , subq_1.ds__extract_day + , subq_1.ds__extract_dow + , subq_1.ds__extract_doy + , subq_1.ds__day AS metric_time__day + , subq_1.ds__week AS metric_time__week + , subq_1.ds__month AS metric_time__month + , subq_1.ds__quarter AS metric_time__quarter + , subq_1.ds__year AS metric_time__year + , subq_1.ds__extract_year AS metric_time__extract_year + , subq_1.ds__extract_quarter AS metric_time__extract_quarter + , subq_1.ds__extract_month AS metric_time__extract_month + , subq_1.ds__extract_day AS metric_time__extract_day + , subq_1.ds__extract_dow AS metric_time__extract_dow + , subq_1.ds__extract_doy AS metric_time__extract_doy FROM ( -- Time Spine SELECT @@ -230,14 +230,14 @@ FROM ( , CASE WHEN EXTRACT(dow FROM time_spine_src_28000.ds) = 0 THEN EXTRACT(dow FROM time_spine_src_28000.ds) + 7 ELSE EXTRACT(dow FROM time_spine_src_28000.ds) END AS ds__extract_dow , EXTRACT(doy FROM time_spine_src_28000.ds) AS ds__extract_doy FROM ***************************.mf_time_spine time_spine_src_28000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_1 + ) subq_2 + ) subq_3 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_6.user - , subq_6.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -267,14 +267,14 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_6 - ) subq_7 + ) subq_4 + ) subq_5 ON - subq_2.user = subq_7.user - ) subq_8 - WHERE subq_8.metric_time__day BETWEEN '2020-01-01' AND '2020-01-03' -) subq_9 + subq_0.user = subq_5.user + ) subq_6 + WHERE subq_6.metric_time__day BETWEEN '2020-01-01' AND '2020-01-03' +) subq_7 GROUP BY - subq_9.metric_time__day - , subq_9.listing__is_lux_latest - , subq_9.user__home_state_latest + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Snowflake/test_dimensions_with_time_constraint__plan0.sql b/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Snowflake/test_dimensions_with_time_constraint__plan0.sql index 0cb9d9f2d6..98667582a9 100644 --- a/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Snowflake/test_dimensions_with_time_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Snowflake/test_dimensions_with_time_constraint__plan0.sql @@ -1,130 +1,130 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest', 'metric_time__day'] SELECT - subq_9.metric_time__day - , subq_9.listing__is_lux_latest - , subq_9.user__home_state_latest + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest FROM ( -- Constrain Time Range to [2020-01-01T00:00:00, 2020-01-03T00:00:00] SELECT - subq_8.ds__day - , subq_8.ds__week - , subq_8.ds__month - , subq_8.ds__quarter - , subq_8.ds__year - , subq_8.ds__extract_year - , subq_8.ds__extract_quarter - , subq_8.ds__extract_month - , subq_8.ds__extract_day - , subq_8.ds__extract_dow - , subq_8.ds__extract_doy - , subq_8.created_at__day - , subq_8.created_at__week - , subq_8.created_at__month - , subq_8.created_at__quarter - , subq_8.created_at__year - , subq_8.created_at__extract_year - , subq_8.created_at__extract_quarter - , subq_8.created_at__extract_month - , subq_8.created_at__extract_day - , subq_8.created_at__extract_dow - , subq_8.created_at__extract_doy - , subq_8.listing__ds__day - , subq_8.listing__ds__week - , subq_8.listing__ds__month - , subq_8.listing__ds__quarter - , subq_8.listing__ds__year - , subq_8.listing__ds__extract_year - , subq_8.listing__ds__extract_quarter - , subq_8.listing__ds__extract_month - , subq_8.listing__ds__extract_day - , subq_8.listing__ds__extract_dow - , subq_8.listing__ds__extract_doy - , subq_8.listing__created_at__day - , subq_8.listing__created_at__week - , subq_8.listing__created_at__month - , subq_8.listing__created_at__quarter - , subq_8.listing__created_at__year - , subq_8.listing__created_at__extract_year - , subq_8.listing__created_at__extract_quarter - , subq_8.listing__created_at__extract_month - , subq_8.listing__created_at__extract_day - , subq_8.listing__created_at__extract_dow - , subq_8.listing__created_at__extract_doy - , subq_8.metric_time__day - , subq_8.listing - , subq_8.user - , subq_8.listing__user - , subq_8.country_latest - , subq_8.is_lux_latest - , subq_8.capacity_latest - , subq_8.listing__country_latest - , subq_8.listing__is_lux_latest - , subq_8.listing__capacity_latest - , subq_8.user__home_state_latest - , subq_8.listings - , subq_8.largest_listing - , subq_8.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.metric_time__day + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_2.ds__day AS ds__day - , subq_2.ds__week AS ds__week - , subq_2.ds__month AS ds__month - , subq_2.ds__quarter AS ds__quarter - , subq_2.ds__year AS ds__year - , subq_2.ds__extract_year AS ds__extract_year - , subq_2.ds__extract_quarter AS ds__extract_quarter - , subq_2.ds__extract_month AS ds__extract_month - , subq_2.ds__extract_day AS ds__extract_day - , subq_2.ds__extract_dow AS ds__extract_dow - , subq_2.ds__extract_doy AS ds__extract_doy - , subq_2.created_at__day AS created_at__day - , subq_2.created_at__week AS created_at__week - , subq_2.created_at__month AS created_at__month - , subq_2.created_at__quarter AS created_at__quarter - , subq_2.created_at__year AS created_at__year - , subq_2.created_at__extract_year AS created_at__extract_year - , subq_2.created_at__extract_quarter AS created_at__extract_quarter - , subq_2.created_at__extract_month AS created_at__extract_month - , subq_2.created_at__extract_day AS created_at__extract_day - , subq_2.created_at__extract_dow AS created_at__extract_dow - , subq_2.created_at__extract_doy AS created_at__extract_doy - , subq_2.listing__ds__day AS listing__ds__day - , subq_2.listing__ds__week AS listing__ds__week - , subq_2.listing__ds__month AS listing__ds__month - , subq_2.listing__ds__quarter AS listing__ds__quarter - , subq_2.listing__ds__year AS listing__ds__year - , subq_2.listing__ds__extract_year AS listing__ds__extract_year - , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_2.listing__ds__extract_month AS listing__ds__extract_month - , subq_2.listing__ds__extract_day AS listing__ds__extract_day - , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_2.listing__created_at__day AS listing__created_at__day - , subq_2.listing__created_at__week AS listing__created_at__week - , subq_2.listing__created_at__month AS listing__created_at__month - , subq_2.listing__created_at__quarter AS listing__created_at__quarter - , subq_2.listing__created_at__year AS listing__created_at__year - , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_5.metric_time__day AS metric_time__day - , subq_2.listing AS listing - , subq_2.user AS user - , subq_2.listing__user AS listing__user - , subq_2.country_latest AS country_latest - , subq_2.is_lux_latest AS is_lux_latest - , subq_2.capacity_latest AS capacity_latest - , subq_2.listing__country_latest AS listing__country_latest - , subq_2.listing__is_lux_latest AS listing__is_lux_latest - , subq_2.listing__capacity_latest AS listing__capacity_latest - , subq_7.home_state_latest AS user__home_state_latest - , subq_2.listings AS listings - , subq_2.largest_listing AS largest_listing - , subq_2.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_3.metric_time__day AS metric_time__day + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -185,36 +185,36 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 + ) subq_0 CROSS JOIN ( -- Pass Only Elements: ['metric_time__day',] SELECT - subq_4.metric_time__day + subq_2.metric_time__day FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy + subq_1.ds__day + , subq_1.ds__week + , subq_1.ds__month + , subq_1.ds__quarter + , subq_1.ds__year + , subq_1.ds__extract_year + , subq_1.ds__extract_quarter + , subq_1.ds__extract_month + , subq_1.ds__extract_day + , subq_1.ds__extract_dow + , subq_1.ds__extract_doy + , subq_1.ds__day AS metric_time__day + , subq_1.ds__week AS metric_time__week + , subq_1.ds__month AS metric_time__month + , subq_1.ds__quarter AS metric_time__quarter + , subq_1.ds__year AS metric_time__year + , subq_1.ds__extract_year AS metric_time__extract_year + , subq_1.ds__extract_quarter AS metric_time__extract_quarter + , subq_1.ds__extract_month AS metric_time__extract_month + , subq_1.ds__extract_day AS metric_time__extract_day + , subq_1.ds__extract_dow AS metric_time__extract_dow + , subq_1.ds__extract_doy AS metric_time__extract_doy FROM ( -- Time Spine SELECT @@ -230,14 +230,14 @@ FROM ( , EXTRACT(dayofweekiso FROM time_spine_src_28000.ds) AS ds__extract_dow , EXTRACT(doy FROM time_spine_src_28000.ds) AS ds__extract_doy FROM ***************************.mf_time_spine time_spine_src_28000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_1 + ) subq_2 + ) subq_3 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_6.user - , subq_6.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -267,14 +267,14 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_6 - ) subq_7 + ) subq_4 + ) subq_5 ON - subq_2.user = subq_7.user - ) subq_8 - WHERE subq_8.metric_time__day BETWEEN '2020-01-01' AND '2020-01-03' -) subq_9 + subq_0.user = subq_5.user + ) subq_6 + WHERE subq_6.metric_time__day BETWEEN '2020-01-01' AND '2020-01-03' +) subq_7 GROUP BY - subq_9.metric_time__day - , subq_9.listing__is_lux_latest - , subq_9.user__home_state_latest + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Trino/test_dimensions_with_time_constraint__plan0.sql b/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Trino/test_dimensions_with_time_constraint__plan0.sql index e5b54b564d..89ae3ebda3 100644 --- a/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Trino/test_dimensions_with_time_constraint__plan0.sql +++ b/tests_metricflow/snapshots/test_metric_time_without_metrics.py/SqlQueryPlan/Trino/test_dimensions_with_time_constraint__plan0.sql @@ -1,130 +1,130 @@ -- Pass Only Elements: ['user__home_state_latest', 'listing__is_lux_latest', 'metric_time__day'] SELECT - subq_9.metric_time__day - , subq_9.listing__is_lux_latest - , subq_9.user__home_state_latest + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest FROM ( -- Constrain Time Range to [2020-01-01T00:00:00, 2020-01-03T00:00:00] SELECT - subq_8.ds__day - , subq_8.ds__week - , subq_8.ds__month - , subq_8.ds__quarter - , subq_8.ds__year - , subq_8.ds__extract_year - , subq_8.ds__extract_quarter - , subq_8.ds__extract_month - , subq_8.ds__extract_day - , subq_8.ds__extract_dow - , subq_8.ds__extract_doy - , subq_8.created_at__day - , subq_8.created_at__week - , subq_8.created_at__month - , subq_8.created_at__quarter - , subq_8.created_at__year - , subq_8.created_at__extract_year - , subq_8.created_at__extract_quarter - , subq_8.created_at__extract_month - , subq_8.created_at__extract_day - , subq_8.created_at__extract_dow - , subq_8.created_at__extract_doy - , subq_8.listing__ds__day - , subq_8.listing__ds__week - , subq_8.listing__ds__month - , subq_8.listing__ds__quarter - , subq_8.listing__ds__year - , subq_8.listing__ds__extract_year - , subq_8.listing__ds__extract_quarter - , subq_8.listing__ds__extract_month - , subq_8.listing__ds__extract_day - , subq_8.listing__ds__extract_dow - , subq_8.listing__ds__extract_doy - , subq_8.listing__created_at__day - , subq_8.listing__created_at__week - , subq_8.listing__created_at__month - , subq_8.listing__created_at__quarter - , subq_8.listing__created_at__year - , subq_8.listing__created_at__extract_year - , subq_8.listing__created_at__extract_quarter - , subq_8.listing__created_at__extract_month - , subq_8.listing__created_at__extract_day - , subq_8.listing__created_at__extract_dow - , subq_8.listing__created_at__extract_doy - , subq_8.metric_time__day - , subq_8.listing - , subq_8.user - , subq_8.listing__user - , subq_8.country_latest - , subq_8.is_lux_latest - , subq_8.capacity_latest - , subq_8.listing__country_latest - , subq_8.listing__is_lux_latest - , subq_8.listing__capacity_latest - , subq_8.user__home_state_latest - , subq_8.listings - , subq_8.largest_listing - , subq_8.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.metric_time__day + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.user__home_state_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Join Standard Outputs SELECT - subq_2.ds__day AS ds__day - , subq_2.ds__week AS ds__week - , subq_2.ds__month AS ds__month - , subq_2.ds__quarter AS ds__quarter - , subq_2.ds__year AS ds__year - , subq_2.ds__extract_year AS ds__extract_year - , subq_2.ds__extract_quarter AS ds__extract_quarter - , subq_2.ds__extract_month AS ds__extract_month - , subq_2.ds__extract_day AS ds__extract_day - , subq_2.ds__extract_dow AS ds__extract_dow - , subq_2.ds__extract_doy AS ds__extract_doy - , subq_2.created_at__day AS created_at__day - , subq_2.created_at__week AS created_at__week - , subq_2.created_at__month AS created_at__month - , subq_2.created_at__quarter AS created_at__quarter - , subq_2.created_at__year AS created_at__year - , subq_2.created_at__extract_year AS created_at__extract_year - , subq_2.created_at__extract_quarter AS created_at__extract_quarter - , subq_2.created_at__extract_month AS created_at__extract_month - , subq_2.created_at__extract_day AS created_at__extract_day - , subq_2.created_at__extract_dow AS created_at__extract_dow - , subq_2.created_at__extract_doy AS created_at__extract_doy - , subq_2.listing__ds__day AS listing__ds__day - , subq_2.listing__ds__week AS listing__ds__week - , subq_2.listing__ds__month AS listing__ds__month - , subq_2.listing__ds__quarter AS listing__ds__quarter - , subq_2.listing__ds__year AS listing__ds__year - , subq_2.listing__ds__extract_year AS listing__ds__extract_year - , subq_2.listing__ds__extract_quarter AS listing__ds__extract_quarter - , subq_2.listing__ds__extract_month AS listing__ds__extract_month - , subq_2.listing__ds__extract_day AS listing__ds__extract_day - , subq_2.listing__ds__extract_dow AS listing__ds__extract_dow - , subq_2.listing__ds__extract_doy AS listing__ds__extract_doy - , subq_2.listing__created_at__day AS listing__created_at__day - , subq_2.listing__created_at__week AS listing__created_at__week - , subq_2.listing__created_at__month AS listing__created_at__month - , subq_2.listing__created_at__quarter AS listing__created_at__quarter - , subq_2.listing__created_at__year AS listing__created_at__year - , subq_2.listing__created_at__extract_year AS listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter AS listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month AS listing__created_at__extract_month - , subq_2.listing__created_at__extract_day AS listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow AS listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy AS listing__created_at__extract_doy - , subq_5.metric_time__day AS metric_time__day - , subq_2.listing AS listing - , subq_2.user AS user - , subq_2.listing__user AS listing__user - , subq_2.country_latest AS country_latest - , subq_2.is_lux_latest AS is_lux_latest - , subq_2.capacity_latest AS capacity_latest - , subq_2.listing__country_latest AS listing__country_latest - , subq_2.listing__is_lux_latest AS listing__is_lux_latest - , subq_2.listing__capacity_latest AS listing__capacity_latest - , subq_7.home_state_latest AS user__home_state_latest - , subq_2.listings AS listings - , subq_2.largest_listing AS largest_listing - , subq_2.smallest_listing AS smallest_listing + subq_0.ds__day AS ds__day + , subq_0.ds__week AS ds__week + , subq_0.ds__month AS ds__month + , subq_0.ds__quarter AS ds__quarter + , subq_0.ds__year AS ds__year + , subq_0.ds__extract_year AS ds__extract_year + , subq_0.ds__extract_quarter AS ds__extract_quarter + , subq_0.ds__extract_month AS ds__extract_month + , subq_0.ds__extract_day AS ds__extract_day + , subq_0.ds__extract_dow AS ds__extract_dow + , subq_0.ds__extract_doy AS ds__extract_doy + , subq_0.created_at__day AS created_at__day + , subq_0.created_at__week AS created_at__week + , subq_0.created_at__month AS created_at__month + , subq_0.created_at__quarter AS created_at__quarter + , subq_0.created_at__year AS created_at__year + , subq_0.created_at__extract_year AS created_at__extract_year + , subq_0.created_at__extract_quarter AS created_at__extract_quarter + , subq_0.created_at__extract_month AS created_at__extract_month + , subq_0.created_at__extract_day AS created_at__extract_day + , subq_0.created_at__extract_dow AS created_at__extract_dow + , subq_0.created_at__extract_doy AS created_at__extract_doy + , subq_0.listing__ds__day AS listing__ds__day + , subq_0.listing__ds__week AS listing__ds__week + , subq_0.listing__ds__month AS listing__ds__month + , subq_0.listing__ds__quarter AS listing__ds__quarter + , subq_0.listing__ds__year AS listing__ds__year + , subq_0.listing__ds__extract_year AS listing__ds__extract_year + , subq_0.listing__ds__extract_quarter AS listing__ds__extract_quarter + , subq_0.listing__ds__extract_month AS listing__ds__extract_month + , subq_0.listing__ds__extract_day AS listing__ds__extract_day + , subq_0.listing__ds__extract_dow AS listing__ds__extract_dow + , subq_0.listing__ds__extract_doy AS listing__ds__extract_doy + , subq_0.listing__created_at__day AS listing__created_at__day + , subq_0.listing__created_at__week AS listing__created_at__week + , subq_0.listing__created_at__month AS listing__created_at__month + , subq_0.listing__created_at__quarter AS listing__created_at__quarter + , subq_0.listing__created_at__year AS listing__created_at__year + , subq_0.listing__created_at__extract_year AS listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter AS listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month AS listing__created_at__extract_month + , subq_0.listing__created_at__extract_day AS listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow AS listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy AS listing__created_at__extract_doy + , subq_3.metric_time__day AS metric_time__day + , subq_0.listing AS listing + , subq_0.user AS user + , subq_0.listing__user AS listing__user + , subq_0.country_latest AS country_latest + , subq_0.is_lux_latest AS is_lux_latest + , subq_0.capacity_latest AS capacity_latest + , subq_0.listing__country_latest AS listing__country_latest + , subq_0.listing__is_lux_latest AS listing__is_lux_latest + , subq_0.listing__capacity_latest AS listing__capacity_latest + , subq_5.home_state_latest AS user__home_state_latest + , subq_0.listings AS listings + , subq_0.largest_listing AS largest_listing + , subq_0.smallest_listing AS smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -185,36 +185,36 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 + ) subq_0 CROSS JOIN ( -- Pass Only Elements: ['metric_time__day',] SELECT - subq_4.metric_time__day + subq_2.metric_time__day FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy + subq_1.ds__day + , subq_1.ds__week + , subq_1.ds__month + , subq_1.ds__quarter + , subq_1.ds__year + , subq_1.ds__extract_year + , subq_1.ds__extract_quarter + , subq_1.ds__extract_month + , subq_1.ds__extract_day + , subq_1.ds__extract_dow + , subq_1.ds__extract_doy + , subq_1.ds__day AS metric_time__day + , subq_1.ds__week AS metric_time__week + , subq_1.ds__month AS metric_time__month + , subq_1.ds__quarter AS metric_time__quarter + , subq_1.ds__year AS metric_time__year + , subq_1.ds__extract_year AS metric_time__extract_year + , subq_1.ds__extract_quarter AS metric_time__extract_quarter + , subq_1.ds__extract_month AS metric_time__extract_month + , subq_1.ds__extract_day AS metric_time__extract_day + , subq_1.ds__extract_dow AS metric_time__extract_dow + , subq_1.ds__extract_doy AS metric_time__extract_doy FROM ( -- Time Spine SELECT @@ -230,14 +230,14 @@ FROM ( , EXTRACT(DAY_OF_WEEK FROM time_spine_src_28000.ds) AS ds__extract_dow , EXTRACT(doy FROM time_spine_src_28000.ds) AS ds__extract_doy FROM ***************************.mf_time_spine time_spine_src_28000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_1 + ) subq_2 + ) subq_3 FULL OUTER JOIN ( -- Pass Only Elements: ['home_state_latest', 'user'] SELECT - subq_6.user - , subq_6.home_state_latest + subq_4.user + , subq_4.home_state_latest FROM ( -- Read Elements From Semantic Model 'users_latest' SELECT @@ -267,14 +267,14 @@ FROM ( , users_latest_src_28000.home_state_latest AS user__home_state_latest , users_latest_src_28000.user_id AS user FROM ***************************.dim_users_latest users_latest_src_28000 - ) subq_6 - ) subq_7 + ) subq_4 + ) subq_5 ON - subq_2.user = subq_7.user - ) subq_8 - WHERE subq_8.metric_time__day BETWEEN timestamp '2020-01-01' AND timestamp '2020-01-03' -) subq_9 + subq_0.user = subq_5.user + ) subq_6 + WHERE subq_6.metric_time__day BETWEEN timestamp '2020-01-01' AND timestamp '2020-01-03' +) subq_7 GROUP BY - subq_9.metric_time__day - , subq_9.listing__is_lux_latest - , subq_9.user__home_state_latest + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.user__home_state_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..b5c88a2d39 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql @@ -0,0 +1,563 @@ +-- Compute Metrics via Expressions +SELECT + subq_15.metric_time__day + , CAST(subq_15.average_booking_value AS FLOAT64) / CAST(NULLIF(subq_15.max_booking_value, 0) AS FLOAT64) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) AS metric_time__day + , MAX(subq_9.average_booking_value) AS average_booking_value + , MAX(subq_14.max_booking_value) AS max_booking_value + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_8.metric_time__day + , subq_8.average_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_7.metric_time__day + , AVG(subq_7.average_booking_value) AS average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + SELECT + subq_6.metric_time__day + , subq_6.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 + WHERE booking__is_instant + ) subq_6 + ) subq_7 + GROUP BY + metric_time__day + ) subq_8 + ) subq_9 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_13.metric_time__day + , subq_13.max_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_12.metric_time__day + , MAX(subq_12.max_booking_value) AS max_booking_value + FROM ( + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + SELECT + subq_11.metric_time__day + , subq_11.max_booking_value + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.paid_at__day + , subq_10.paid_at__week + , subq_10.paid_at__month + , subq_10.paid_at__quarter + , subq_10.paid_at__year + , subq_10.paid_at__extract_year + , subq_10.paid_at__extract_quarter + , subq_10.paid_at__extract_month + , subq_10.paid_at__extract_day + , subq_10.paid_at__extract_dow + , subq_10.paid_at__extract_doy + , subq_10.booking__ds__day + , subq_10.booking__ds__week + , subq_10.booking__ds__month + , subq_10.booking__ds__quarter + , subq_10.booking__ds__year + , subq_10.booking__ds__extract_year + , subq_10.booking__ds__extract_quarter + , subq_10.booking__ds__extract_month + , subq_10.booking__ds__extract_day + , subq_10.booking__ds__extract_dow + , subq_10.booking__ds__extract_doy + , subq_10.booking__ds_partitioned__day + , subq_10.booking__ds_partitioned__week + , subq_10.booking__ds_partitioned__month + , subq_10.booking__ds_partitioned__quarter + , subq_10.booking__ds_partitioned__year + , subq_10.booking__ds_partitioned__extract_year + , subq_10.booking__ds_partitioned__extract_quarter + , subq_10.booking__ds_partitioned__extract_month + , subq_10.booking__ds_partitioned__extract_day + , subq_10.booking__ds_partitioned__extract_dow + , subq_10.booking__ds_partitioned__extract_doy + , subq_10.booking__paid_at__day + , subq_10.booking__paid_at__week + , subq_10.booking__paid_at__month + , subq_10.booking__paid_at__quarter + , subq_10.booking__paid_at__year + , subq_10.booking__paid_at__extract_year + , subq_10.booking__paid_at__extract_quarter + , subq_10.booking__paid_at__extract_month + , subq_10.booking__paid_at__extract_day + , subq_10.booking__paid_at__extract_dow + , subq_10.booking__paid_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.guest + , subq_10.host + , subq_10.booking__listing + , subq_10.booking__guest + , subq_10.booking__host + , subq_10.is_instant + , subq_10.booking__is_instant + , subq_10.bookings + , subq_10.instant_bookings + , subq_10.booking_value + , subq_10.max_booking_value + , subq_10.min_booking_value + , subq_10.bookers + , subq_10.average_booking_value + , subq_10.referred_bookings + , subq_10.median_booking_value + , subq_10.booking_value_p99 + , subq_10.discrete_booking_value_p99 + , subq_10.approximate_continuous_booking_value_p99 + , subq_10.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_10 + ) subq_11 + ) subq_12 + GROUP BY + metric_time__day + ) subq_13 + ) subq_14 + ON + subq_9.metric_time__day = subq_14.metric_time__day + GROUP BY + metric_time__day +) subq_15 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..e890acfa23 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,58 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__day + , CAST(average_booking_value AS FLOAT64) / CAST(NULLIF(max_booking_value, 0) AS FLOAT64) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) AS metric_time__day + , MAX(subq_23.average_booking_value) AS average_booking_value + , MAX(subq_28.max_booking_value) AS max_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + metric_time__day + , AVG(average_booking_value) AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + metric_time__day + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATETIME_TRUNC(ds, day) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 + WHERE booking__is_instant + GROUP BY + metric_time__day + ) subq_23 + FULL OUTER JOIN ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + DATETIME_TRUNC(ds, day) AS metric_time__day + , MAX(booking_value) AS max_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + GROUP BY + metric_time__day + ) subq_28 + ON + subq_23.metric_time__day = subq_28.metric_time__day + GROUP BY + metric_time__day +) subq_29 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_categorical_dimension_pushdown__plan0.sql index 818ea76d7a..c984a7db7b 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_categorical_dimension_pushdown__plan0.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_categorical_dimension_pushdown__plan0.sql @@ -1,249 +1,48 @@ -- Compute Metrics via Expressions SELECT - subq_10.booking__is_instant - , subq_10.bookings + subq_12.user__home_state_latest + , subq_12.listings FROM ( -- Aggregate Measures SELECT - subq_9.booking__is_instant - , SUM(subq_9.bookings) AS bookings + subq_11.user__home_state_latest + , SUM(subq_11.listings) AS listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant'] + -- Pass Only Elements: ['listings', 'user__home_state_latest'] SELECT - subq_8.booking__is_instant - , subq_8.bookings + subq_10.user__home_state_latest + , subq_10.listings FROM ( -- Constrain Output with WHERE SELECT - subq_7.booking__is_instant - , subq_7.listing__is_lux_latest - , subq_7.listing__capacity_latest - , subq_7.bookings + subq_9.listing__is_lux_latest + , subq_9.listing__capacity_latest + , subq_9.user__home_state_latest + , subq_9.listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + -- Pass Only Elements: ['listings', 'user__home_state_latest', 'listing__is_lux_latest', 'listing__capacity_latest'] SELECT - subq_6.booking__is_instant - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.bookings + subq_8.listing__is_lux_latest + , subq_8.listing__capacity_latest + , subq_8.user__home_state_latest + , subq_8.listings FROM ( -- Join Standard Outputs SELECT - subq_2.listing AS listing - , subq_2.booking__is_instant AS booking__is_instant - , subq_5.is_lux_latest AS listing__is_lux_latest - , subq_5.capacity_latest AS listing__capacity_latest - , subq_2.bookings AS bookings + subq_5.user AS user + , subq_5.listing__is_lux_latest AS listing__is_lux_latest + , subq_5.listing__capacity_latest AS listing__capacity_latest + , subq_7.home_state_latest AS user__home_state_latest + , subq_5.listings AS listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + -- Pass Only Elements: ['listings', 'listing__is_lux_latest', 'listing__capacity_latest', 'user'] SELECT - subq_1.listing - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.user + , subq_4.listing__is_lux_latest + , subq_4.listing__capacity_latest + , subq_4.listings FROM ( - -- Metric Time Dimension 'ds' - SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 - FROM ( - -- Read Elements From Semantic Model 'bookings_source' - SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day - , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week - , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month - , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day - , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week - , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month - , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter - , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter - , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow - , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 - LEFT OUTER JOIN ( - -- Pass Only Elements: ['is_lux_latest', 'capacity_latest', 'listing', 'listing'] - SELECT - subq_4.listing - , subq_4.is_lux_latest - , subq_4.capacity_latest - FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT subq_3.ds__day , subq_3.ds__week @@ -289,17 +88,17 @@ FROM ( , subq_3.listing__created_at__extract_day , subq_3.listing__created_at__extract_dow , subq_3.listing__created_at__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy , subq_3.listing , subq_3.user , subq_3.listing__user @@ -313,75 +112,183 @@ FROM ( , subq_3.largest_listing , subq_3.smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Metric Time Dimension 'ds' SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS ds__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS ds__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS ds__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS ds__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS ds__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS created_at__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS created_at__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS created_at__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS created_at__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS created_at__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__ds__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__ds__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__ds__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__ds__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__ds__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__created_at__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__created_at__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__created_at__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__created_at__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__created_at__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 ) subq_3 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 ) subq_4 ) subq_5 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_6.user + , subq_6.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATETIME_TRUNC(users_latest_src_28000.ds, day) AS ds_latest__day + , DATETIME_TRUNC(users_latest_src_28000.ds, isoweek) AS ds_latest__week + , DATETIME_TRUNC(users_latest_src_28000.ds, month) AS ds_latest__month + , DATETIME_TRUNC(users_latest_src_28000.ds, quarter) AS ds_latest__quarter + , DATETIME_TRUNC(users_latest_src_28000.ds, year) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , IF(EXTRACT(dayofweek FROM users_latest_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM users_latest_src_28000.ds) - 1) AS ds_latest__extract_dow + , EXTRACT(dayofyear FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATETIME_TRUNC(users_latest_src_28000.ds, day) AS user__ds_latest__day + , DATETIME_TRUNC(users_latest_src_28000.ds, isoweek) AS user__ds_latest__week + , DATETIME_TRUNC(users_latest_src_28000.ds, month) AS user__ds_latest__month + , DATETIME_TRUNC(users_latest_src_28000.ds, quarter) AS user__ds_latest__quarter + , DATETIME_TRUNC(users_latest_src_28000.ds, year) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , IF(EXTRACT(dayofweek FROM users_latest_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM users_latest_src_28000.ds) - 1) AS user__ds_latest__extract_dow + , EXTRACT(dayofyear FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_6 + ) subq_7 ON - subq_2.listing = subq_5.listing - ) subq_6 - ) subq_7 + subq_5.user = subq_7.user + ) subq_8 + ) subq_9 WHERE listing__is_lux_latest OR listing__capacity_latest > 4 - ) subq_8 - ) subq_9 + ) subq_10 + ) subq_11 GROUP BY - booking__is_instant -) subq_10 + user__home_state_latest +) subq_12 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql index 98cc26bb70..76b28308ab 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql @@ -1,33 +1,43 @@ -- Constrain Output with WHERE --- Pass Only Elements: ['bookings', 'booking__is_instant'] +-- Pass Only Elements: ['listings', 'user__home_state_latest'] -- Aggregate Measures -- Compute Metrics via Expressions SELECT - booking__is_instant - , SUM(bookings) AS bookings + user__home_state_latest + , SUM(listings) AS listings FROM ( -- Join Standard Outputs - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + -- Pass Only Elements: ['listings', 'user__home_state_latest', 'listing__is_lux_latest', 'listing__capacity_latest'] SELECT - subq_13.booking__is_instant AS booking__is_instant - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , subq_13.bookings AS bookings + subq_16.listing__is_lux_latest AS listing__is_lux_latest + , subq_16.listing__capacity_latest AS listing__capacity_latest + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , subq_16.listings AS listings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + -- Constrain Output with WHERE + -- Pass Only Elements: ['listings', 'listing__is_lux_latest', 'listing__capacity_latest', 'user'] SELECT - listing_id AS listing - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_13 + subq_14.user + , listing__is_lux_latest + , listing__capacity_latest + , listings + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + -- Metric Time Dimension 'ds' + SELECT + user_id AS user + , is_lux AS listing__is_lux_latest + , capacity AS listing__capacity_latest + , 1 AS listings + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_14 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 + ) subq_16 LEFT OUTER JOIN - ***************************.dim_listings_latest listings_latest_src_28000 + ***************************.dim_users_latest users_latest_src_28000 ON - subq_13.listing = listings_latest_src_28000.listing_id -) subq_18 + subq_16.user = users_latest_src_28000.user_id +) subq_20 WHERE listing__is_lux_latest OR listing__capacity_latest > 4 GROUP BY - booking__is_instant + user__home_state_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_single_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_single_categorical_dimension_pushdown__plan0.sql index 675c4510fc..8a18d11644 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_single_categorical_dimension_pushdown__plan0.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_single_categorical_dimension_pushdown__plan0.sql @@ -1,244 +1,244 @@ -- Compute Metrics via Expressions SELECT - subq_17.listing__country_latest - , subq_17.bookings + subq_13.listing__country_latest + , subq_13.bookings FROM ( -- Aggregate Measures SELECT - subq_16.listing__country_latest - , SUM(subq_16.bookings) AS bookings + subq_12.listing__country_latest + , SUM(subq_12.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__country_latest'] SELECT - subq_15.listing__country_latest - , subq_15.bookings + subq_11.listing__country_latest + , subq_11.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_14.booking__is_instant - , subq_14.listing__country_latest - , subq_14.bookings + subq_10.booking__is_instant + , subq_10.listing__country_latest + , subq_10.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] SELECT - subq_13.booking__is_instant - , subq_13.listing__country_latest - , subq_13.bookings + subq_9.booking__is_instant + , subq_9.listing__country_latest + , subq_9.bookings FROM ( -- Join Standard Outputs SELECT - subq_9.listing AS listing - , subq_9.booking__is_instant AS booking__is_instant - , subq_12.country_latest AS listing__country_latest - , subq_9.bookings AS bookings + subq_5.listing AS listing + , subq_5.booking__is_instant AS booking__is_instant + , subq_8.country_latest AS listing__country_latest + , subq_5.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_8.listing - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.listing + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -331,86 +331,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 LEFT OUTER JOIN ( -- Pass Only Elements: ['country_latest', 'listing'] SELECT - subq_11.listing - , subq_11.country_latest + subq_7.listing + , subq_7.country_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_10.ds__day - , subq_10.ds__week - , subq_10.ds__month - , subq_10.ds__quarter - , subq_10.ds__year - , subq_10.ds__extract_year - , subq_10.ds__extract_quarter - , subq_10.ds__extract_month - , subq_10.ds__extract_day - , subq_10.ds__extract_dow - , subq_10.ds__extract_doy - , subq_10.created_at__day - , subq_10.created_at__week - , subq_10.created_at__month - , subq_10.created_at__quarter - , subq_10.created_at__year - , subq_10.created_at__extract_year - , subq_10.created_at__extract_quarter - , subq_10.created_at__extract_month - , subq_10.created_at__extract_day - , subq_10.created_at__extract_dow - , subq_10.created_at__extract_doy - , subq_10.listing__ds__day - , subq_10.listing__ds__week - , subq_10.listing__ds__month - , subq_10.listing__ds__quarter - , subq_10.listing__ds__year - , subq_10.listing__ds__extract_year - , subq_10.listing__ds__extract_quarter - , subq_10.listing__ds__extract_month - , subq_10.listing__ds__extract_day - , subq_10.listing__ds__extract_dow - , subq_10.listing__ds__extract_doy - , subq_10.listing__created_at__day - , subq_10.listing__created_at__week - , subq_10.listing__created_at__month - , subq_10.listing__created_at__quarter - , subq_10.listing__created_at__year - , subq_10.listing__created_at__extract_year - , subq_10.listing__created_at__extract_quarter - , subq_10.listing__created_at__extract_month - , subq_10.listing__created_at__extract_day - , subq_10.listing__created_at__extract_dow - , subq_10.listing__created_at__extract_doy - , subq_10.ds__day AS metric_time__day - , subq_10.ds__week AS metric_time__week - , subq_10.ds__month AS metric_time__month - , subq_10.ds__quarter AS metric_time__quarter - , subq_10.ds__year AS metric_time__year - , subq_10.ds__extract_year AS metric_time__extract_year - , subq_10.ds__extract_quarter AS metric_time__extract_quarter - , subq_10.ds__extract_month AS metric_time__extract_month - , subq_10.ds__extract_day AS metric_time__extract_day - , subq_10.ds__extract_dow AS metric_time__extract_dow - , subq_10.ds__extract_doy AS metric_time__extract_doy - , subq_10.listing - , subq_10.user - , subq_10.listing__user - , subq_10.country_latest - , subq_10.is_lux_latest - , subq_10.capacity_latest - , subq_10.listing__country_latest - , subq_10.listing__is_lux_latest - , subq_10.listing__capacity_latest - , subq_10.listings - , subq_10.largest_listing - , subq_10.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -471,16 +471,16 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_10 - ) subq_11 - ) subq_12 + ) subq_6 + ) subq_7 + ) subq_8 ON - subq_9.listing = subq_12.listing - ) subq_13 - ) subq_14 + subq_5.listing = subq_8.listing + ) subq_9 + ) subq_10 WHERE booking__is_instant - ) subq_15 - ) subq_16 + ) subq_11 + ) subq_12 GROUP BY listing__country_latest -) subq_17 +) subq_13 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_single_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_single_categorical_dimension_pushdown__plan0_optimized.sql index b0a46663de..e1420879c4 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_single_categorical_dimension_pushdown__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_single_categorical_dimension_pushdown__plan0_optimized.sql @@ -9,9 +9,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] SELECT - subq_21.booking__is_instant AS booking__is_instant + subq_17.booking__is_instant AS booking__is_instant , listings_latest_src_28000.country AS listing__country_latest - , subq_21.bookings AS bookings + , subq_17.bookings AS bookings FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] @@ -27,14 +27,14 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_19 + ) subq_15 WHERE booking__is_instant - ) subq_21 + ) subq_17 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_21.listing = listings_latest_src_28000.listing_id -) subq_26 + subq_17.listing = listings_latest_src_28000.listing_id +) subq_22 WHERE booking__is_instant GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..5d770f3f36 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql @@ -0,0 +1,563 @@ +-- Compute Metrics via Expressions +SELECT + subq_15.metric_time__day + , CAST(subq_15.average_booking_value AS DOUBLE) / CAST(NULLIF(subq_15.max_booking_value, 0) AS DOUBLE) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) AS metric_time__day + , MAX(subq_9.average_booking_value) AS average_booking_value + , MAX(subq_14.max_booking_value) AS max_booking_value + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_8.metric_time__day + , subq_8.average_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_7.metric_time__day + , AVG(subq_7.average_booking_value) AS average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + SELECT + subq_6.metric_time__day + , subq_6.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 + WHERE booking__is_instant + ) subq_6 + ) subq_7 + GROUP BY + subq_7.metric_time__day + ) subq_8 + ) subq_9 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_13.metric_time__day + , subq_13.max_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_12.metric_time__day + , MAX(subq_12.max_booking_value) AS max_booking_value + FROM ( + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + SELECT + subq_11.metric_time__day + , subq_11.max_booking_value + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.paid_at__day + , subq_10.paid_at__week + , subq_10.paid_at__month + , subq_10.paid_at__quarter + , subq_10.paid_at__year + , subq_10.paid_at__extract_year + , subq_10.paid_at__extract_quarter + , subq_10.paid_at__extract_month + , subq_10.paid_at__extract_day + , subq_10.paid_at__extract_dow + , subq_10.paid_at__extract_doy + , subq_10.booking__ds__day + , subq_10.booking__ds__week + , subq_10.booking__ds__month + , subq_10.booking__ds__quarter + , subq_10.booking__ds__year + , subq_10.booking__ds__extract_year + , subq_10.booking__ds__extract_quarter + , subq_10.booking__ds__extract_month + , subq_10.booking__ds__extract_day + , subq_10.booking__ds__extract_dow + , subq_10.booking__ds__extract_doy + , subq_10.booking__ds_partitioned__day + , subq_10.booking__ds_partitioned__week + , subq_10.booking__ds_partitioned__month + , subq_10.booking__ds_partitioned__quarter + , subq_10.booking__ds_partitioned__year + , subq_10.booking__ds_partitioned__extract_year + , subq_10.booking__ds_partitioned__extract_quarter + , subq_10.booking__ds_partitioned__extract_month + , subq_10.booking__ds_partitioned__extract_day + , subq_10.booking__ds_partitioned__extract_dow + , subq_10.booking__ds_partitioned__extract_doy + , subq_10.booking__paid_at__day + , subq_10.booking__paid_at__week + , subq_10.booking__paid_at__month + , subq_10.booking__paid_at__quarter + , subq_10.booking__paid_at__year + , subq_10.booking__paid_at__extract_year + , subq_10.booking__paid_at__extract_quarter + , subq_10.booking__paid_at__extract_month + , subq_10.booking__paid_at__extract_day + , subq_10.booking__paid_at__extract_dow + , subq_10.booking__paid_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.guest + , subq_10.host + , subq_10.booking__listing + , subq_10.booking__guest + , subq_10.booking__host + , subq_10.is_instant + , subq_10.booking__is_instant + , subq_10.bookings + , subq_10.instant_bookings + , subq_10.booking_value + , subq_10.max_booking_value + , subq_10.min_booking_value + , subq_10.bookers + , subq_10.average_booking_value + , subq_10.referred_bookings + , subq_10.median_booking_value + , subq_10.booking_value_p99 + , subq_10.discrete_booking_value_p99 + , subq_10.approximate_continuous_booking_value_p99 + , subq_10.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_10 + ) subq_11 + ) subq_12 + GROUP BY + subq_12.metric_time__day + ) subq_13 + ) subq_14 + ON + subq_9.metric_time__day = subq_14.metric_time__day + GROUP BY + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) +) subq_15 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..db345ac389 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,58 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__day + , CAST(average_booking_value AS DOUBLE) / CAST(NULLIF(max_booking_value, 0) AS DOUBLE) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) AS metric_time__day + , MAX(subq_23.average_booking_value) AS average_booking_value + , MAX(subq_28.max_booking_value) AS max_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + metric_time__day + , AVG(average_booking_value) AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + metric_time__day + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 + WHERE booking__is_instant + GROUP BY + metric_time__day + ) subq_23 + FULL OUTER JOIN ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , MAX(booking_value) AS max_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + GROUP BY + DATE_TRUNC('day', ds) + ) subq_28 + ON + subq_23.metric_time__day = subq_28.metric_time__day + GROUP BY + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) +) subq_29 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_categorical_dimension_pushdown__plan0.sql index bc12b03102..35f2ac06a8 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_categorical_dimension_pushdown__plan0.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_categorical_dimension_pushdown__plan0.sql @@ -1,249 +1,48 @@ -- Compute Metrics via Expressions SELECT - subq_10.booking__is_instant - , subq_10.bookings + subq_12.user__home_state_latest + , subq_12.listings FROM ( -- Aggregate Measures SELECT - subq_9.booking__is_instant - , SUM(subq_9.bookings) AS bookings + subq_11.user__home_state_latest + , SUM(subq_11.listings) AS listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant'] + -- Pass Only Elements: ['listings', 'user__home_state_latest'] SELECT - subq_8.booking__is_instant - , subq_8.bookings + subq_10.user__home_state_latest + , subq_10.listings FROM ( -- Constrain Output with WHERE SELECT - subq_7.booking__is_instant - , subq_7.listing__is_lux_latest - , subq_7.listing__capacity_latest - , subq_7.bookings + subq_9.listing__is_lux_latest + , subq_9.listing__capacity_latest + , subq_9.user__home_state_latest + , subq_9.listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + -- Pass Only Elements: ['listings', 'user__home_state_latest', 'listing__is_lux_latest', 'listing__capacity_latest'] SELECT - subq_6.booking__is_instant - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.bookings + subq_8.listing__is_lux_latest + , subq_8.listing__capacity_latest + , subq_8.user__home_state_latest + , subq_8.listings FROM ( -- Join Standard Outputs SELECT - subq_2.listing AS listing - , subq_2.booking__is_instant AS booking__is_instant - , subq_5.is_lux_latest AS listing__is_lux_latest - , subq_5.capacity_latest AS listing__capacity_latest - , subq_2.bookings AS bookings + subq_5.user AS user + , subq_5.listing__is_lux_latest AS listing__is_lux_latest + , subq_5.listing__capacity_latest AS listing__capacity_latest + , subq_7.home_state_latest AS user__home_state_latest + , subq_5.listings AS listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + -- Pass Only Elements: ['listings', 'listing__is_lux_latest', 'listing__capacity_latest', 'user'] SELECT - subq_1.listing - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.user + , subq_4.listing__is_lux_latest + , subq_4.listing__capacity_latest + , subq_4.listings FROM ( - -- Metric Time Dimension 'ds' - SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 - FROM ( - -- Read Elements From Semantic Model 'bookings_source' - SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 - LEFT OUTER JOIN ( - -- Pass Only Elements: ['is_lux_latest', 'capacity_latest', 'listing', 'listing'] - SELECT - subq_4.listing - , subq_4.is_lux_latest - , subq_4.capacity_latest - FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT subq_3.ds__day , subq_3.ds__week @@ -289,17 +88,17 @@ FROM ( , subq_3.listing__created_at__extract_day , subq_3.listing__created_at__extract_dow , subq_3.listing__created_at__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy , subq_3.listing , subq_3.user , subq_3.listing__user @@ -313,75 +112,183 @@ FROM ( , subq_3.largest_listing , subq_3.smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Metric Time Dimension 'ds' SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 ) subq_3 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 ) subq_4 ) subq_5 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_6.user + , subq_6.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_6 + ) subq_7 ON - subq_2.listing = subq_5.listing - ) subq_6 - ) subq_7 + subq_5.user = subq_7.user + ) subq_8 + ) subq_9 WHERE listing__is_lux_latest OR listing__capacity_latest > 4 - ) subq_8 - ) subq_9 + ) subq_10 + ) subq_11 GROUP BY - subq_9.booking__is_instant -) subq_10 + subq_11.user__home_state_latest +) subq_12 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql index 98cc26bb70..76b28308ab 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql @@ -1,33 +1,43 @@ -- Constrain Output with WHERE --- Pass Only Elements: ['bookings', 'booking__is_instant'] +-- Pass Only Elements: ['listings', 'user__home_state_latest'] -- Aggregate Measures -- Compute Metrics via Expressions SELECT - booking__is_instant - , SUM(bookings) AS bookings + user__home_state_latest + , SUM(listings) AS listings FROM ( -- Join Standard Outputs - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + -- Pass Only Elements: ['listings', 'user__home_state_latest', 'listing__is_lux_latest', 'listing__capacity_latest'] SELECT - subq_13.booking__is_instant AS booking__is_instant - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , subq_13.bookings AS bookings + subq_16.listing__is_lux_latest AS listing__is_lux_latest + , subq_16.listing__capacity_latest AS listing__capacity_latest + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , subq_16.listings AS listings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + -- Constrain Output with WHERE + -- Pass Only Elements: ['listings', 'listing__is_lux_latest', 'listing__capacity_latest', 'user'] SELECT - listing_id AS listing - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_13 + subq_14.user + , listing__is_lux_latest + , listing__capacity_latest + , listings + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + -- Metric Time Dimension 'ds' + SELECT + user_id AS user + , is_lux AS listing__is_lux_latest + , capacity AS listing__capacity_latest + , 1 AS listings + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_14 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 + ) subq_16 LEFT OUTER JOIN - ***************************.dim_listings_latest listings_latest_src_28000 + ***************************.dim_users_latest users_latest_src_28000 ON - subq_13.listing = listings_latest_src_28000.listing_id -) subq_18 + subq_16.user = users_latest_src_28000.user_id +) subq_20 WHERE listing__is_lux_latest OR listing__capacity_latest > 4 GROUP BY - booking__is_instant + user__home_state_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_single_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_single_categorical_dimension_pushdown__plan0.sql index 85f5d39687..41d8a84d8a 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_single_categorical_dimension_pushdown__plan0.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_single_categorical_dimension_pushdown__plan0.sql @@ -1,244 +1,244 @@ -- Compute Metrics via Expressions SELECT - subq_17.listing__country_latest - , subq_17.bookings + subq_13.listing__country_latest + , subq_13.bookings FROM ( -- Aggregate Measures SELECT - subq_16.listing__country_latest - , SUM(subq_16.bookings) AS bookings + subq_12.listing__country_latest + , SUM(subq_12.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__country_latest'] SELECT - subq_15.listing__country_latest - , subq_15.bookings + subq_11.listing__country_latest + , subq_11.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_14.booking__is_instant - , subq_14.listing__country_latest - , subq_14.bookings + subq_10.booking__is_instant + , subq_10.listing__country_latest + , subq_10.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] SELECT - subq_13.booking__is_instant - , subq_13.listing__country_latest - , subq_13.bookings + subq_9.booking__is_instant + , subq_9.listing__country_latest + , subq_9.bookings FROM ( -- Join Standard Outputs SELECT - subq_9.listing AS listing - , subq_9.booking__is_instant AS booking__is_instant - , subq_12.country_latest AS listing__country_latest - , subq_9.bookings AS bookings + subq_5.listing AS listing + , subq_5.booking__is_instant AS booking__is_instant + , subq_8.country_latest AS listing__country_latest + , subq_5.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_8.listing - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.listing + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -331,86 +331,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 LEFT OUTER JOIN ( -- Pass Only Elements: ['country_latest', 'listing'] SELECT - subq_11.listing - , subq_11.country_latest + subq_7.listing + , subq_7.country_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_10.ds__day - , subq_10.ds__week - , subq_10.ds__month - , subq_10.ds__quarter - , subq_10.ds__year - , subq_10.ds__extract_year - , subq_10.ds__extract_quarter - , subq_10.ds__extract_month - , subq_10.ds__extract_day - , subq_10.ds__extract_dow - , subq_10.ds__extract_doy - , subq_10.created_at__day - , subq_10.created_at__week - , subq_10.created_at__month - , subq_10.created_at__quarter - , subq_10.created_at__year - , subq_10.created_at__extract_year - , subq_10.created_at__extract_quarter - , subq_10.created_at__extract_month - , subq_10.created_at__extract_day - , subq_10.created_at__extract_dow - , subq_10.created_at__extract_doy - , subq_10.listing__ds__day - , subq_10.listing__ds__week - , subq_10.listing__ds__month - , subq_10.listing__ds__quarter - , subq_10.listing__ds__year - , subq_10.listing__ds__extract_year - , subq_10.listing__ds__extract_quarter - , subq_10.listing__ds__extract_month - , subq_10.listing__ds__extract_day - , subq_10.listing__ds__extract_dow - , subq_10.listing__ds__extract_doy - , subq_10.listing__created_at__day - , subq_10.listing__created_at__week - , subq_10.listing__created_at__month - , subq_10.listing__created_at__quarter - , subq_10.listing__created_at__year - , subq_10.listing__created_at__extract_year - , subq_10.listing__created_at__extract_quarter - , subq_10.listing__created_at__extract_month - , subq_10.listing__created_at__extract_day - , subq_10.listing__created_at__extract_dow - , subq_10.listing__created_at__extract_doy - , subq_10.ds__day AS metric_time__day - , subq_10.ds__week AS metric_time__week - , subq_10.ds__month AS metric_time__month - , subq_10.ds__quarter AS metric_time__quarter - , subq_10.ds__year AS metric_time__year - , subq_10.ds__extract_year AS metric_time__extract_year - , subq_10.ds__extract_quarter AS metric_time__extract_quarter - , subq_10.ds__extract_month AS metric_time__extract_month - , subq_10.ds__extract_day AS metric_time__extract_day - , subq_10.ds__extract_dow AS metric_time__extract_dow - , subq_10.ds__extract_doy AS metric_time__extract_doy - , subq_10.listing - , subq_10.user - , subq_10.listing__user - , subq_10.country_latest - , subq_10.is_lux_latest - , subq_10.capacity_latest - , subq_10.listing__country_latest - , subq_10.listing__is_lux_latest - , subq_10.listing__capacity_latest - , subq_10.listings - , subq_10.largest_listing - , subq_10.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -471,16 +471,16 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_10 - ) subq_11 - ) subq_12 + ) subq_6 + ) subq_7 + ) subq_8 ON - subq_9.listing = subq_12.listing - ) subq_13 - ) subq_14 + subq_5.listing = subq_8.listing + ) subq_9 + ) subq_10 WHERE booking__is_instant - ) subq_15 - ) subq_16 + ) subq_11 + ) subq_12 GROUP BY - subq_16.listing__country_latest -) subq_17 + subq_12.listing__country_latest +) subq_13 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_single_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_single_categorical_dimension_pushdown__plan0_optimized.sql index b0a46663de..e1420879c4 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_single_categorical_dimension_pushdown__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_single_categorical_dimension_pushdown__plan0_optimized.sql @@ -9,9 +9,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] SELECT - subq_21.booking__is_instant AS booking__is_instant + subq_17.booking__is_instant AS booking__is_instant , listings_latest_src_28000.country AS listing__country_latest - , subq_21.bookings AS bookings + , subq_17.bookings AS bookings FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] @@ -27,14 +27,14 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_19 + ) subq_15 WHERE booking__is_instant - ) subq_21 + ) subq_17 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_21.listing = listings_latest_src_28000.listing_id -) subq_26 + subq_17.listing = listings_latest_src_28000.listing_id +) subq_22 WHERE booking__is_instant GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..9912778c27 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql @@ -0,0 +1,563 @@ +-- Compute Metrics via Expressions +SELECT + subq_15.metric_time__day + , CAST(subq_15.average_booking_value AS DOUBLE PRECISION) / CAST(NULLIF(subq_15.max_booking_value, 0) AS DOUBLE PRECISION) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) AS metric_time__day + , MAX(subq_9.average_booking_value) AS average_booking_value + , MAX(subq_14.max_booking_value) AS max_booking_value + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_8.metric_time__day + , subq_8.average_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_7.metric_time__day + , AVG(subq_7.average_booking_value) AS average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + SELECT + subq_6.metric_time__day + , subq_6.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 + WHERE booking__is_instant + ) subq_6 + ) subq_7 + GROUP BY + subq_7.metric_time__day + ) subq_8 + ) subq_9 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_13.metric_time__day + , subq_13.max_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_12.metric_time__day + , MAX(subq_12.max_booking_value) AS max_booking_value + FROM ( + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + SELECT + subq_11.metric_time__day + , subq_11.max_booking_value + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.paid_at__day + , subq_10.paid_at__week + , subq_10.paid_at__month + , subq_10.paid_at__quarter + , subq_10.paid_at__year + , subq_10.paid_at__extract_year + , subq_10.paid_at__extract_quarter + , subq_10.paid_at__extract_month + , subq_10.paid_at__extract_day + , subq_10.paid_at__extract_dow + , subq_10.paid_at__extract_doy + , subq_10.booking__ds__day + , subq_10.booking__ds__week + , subq_10.booking__ds__month + , subq_10.booking__ds__quarter + , subq_10.booking__ds__year + , subq_10.booking__ds__extract_year + , subq_10.booking__ds__extract_quarter + , subq_10.booking__ds__extract_month + , subq_10.booking__ds__extract_day + , subq_10.booking__ds__extract_dow + , subq_10.booking__ds__extract_doy + , subq_10.booking__ds_partitioned__day + , subq_10.booking__ds_partitioned__week + , subq_10.booking__ds_partitioned__month + , subq_10.booking__ds_partitioned__quarter + , subq_10.booking__ds_partitioned__year + , subq_10.booking__ds_partitioned__extract_year + , subq_10.booking__ds_partitioned__extract_quarter + , subq_10.booking__ds_partitioned__extract_month + , subq_10.booking__ds_partitioned__extract_day + , subq_10.booking__ds_partitioned__extract_dow + , subq_10.booking__ds_partitioned__extract_doy + , subq_10.booking__paid_at__day + , subq_10.booking__paid_at__week + , subq_10.booking__paid_at__month + , subq_10.booking__paid_at__quarter + , subq_10.booking__paid_at__year + , subq_10.booking__paid_at__extract_year + , subq_10.booking__paid_at__extract_quarter + , subq_10.booking__paid_at__extract_month + , subq_10.booking__paid_at__extract_day + , subq_10.booking__paid_at__extract_dow + , subq_10.booking__paid_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.guest + , subq_10.host + , subq_10.booking__listing + , subq_10.booking__guest + , subq_10.booking__host + , subq_10.is_instant + , subq_10.booking__is_instant + , subq_10.bookings + , subq_10.instant_bookings + , subq_10.booking_value + , subq_10.max_booking_value + , subq_10.min_booking_value + , subq_10.bookers + , subq_10.average_booking_value + , subq_10.referred_bookings + , subq_10.median_booking_value + , subq_10.booking_value_p99 + , subq_10.discrete_booking_value_p99 + , subq_10.approximate_continuous_booking_value_p99 + , subq_10.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_10 + ) subq_11 + ) subq_12 + GROUP BY + subq_12.metric_time__day + ) subq_13 + ) subq_14 + ON + subq_9.metric_time__day = subq_14.metric_time__day + GROUP BY + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) +) subq_15 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..0c1698db23 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,58 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__day + , CAST(average_booking_value AS DOUBLE PRECISION) / CAST(NULLIF(max_booking_value, 0) AS DOUBLE PRECISION) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) AS metric_time__day + , MAX(subq_23.average_booking_value) AS average_booking_value + , MAX(subq_28.max_booking_value) AS max_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + metric_time__day + , AVG(average_booking_value) AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + metric_time__day + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 + WHERE booking__is_instant + GROUP BY + metric_time__day + ) subq_23 + FULL OUTER JOIN ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , MAX(booking_value) AS max_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + GROUP BY + DATE_TRUNC('day', ds) + ) subq_28 + ON + subq_23.metric_time__day = subq_28.metric_time__day + GROUP BY + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) +) subq_29 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_categorical_dimension_pushdown__plan0.sql index c864c9883c..e20f1a70d6 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_categorical_dimension_pushdown__plan0.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_categorical_dimension_pushdown__plan0.sql @@ -1,249 +1,48 @@ -- Compute Metrics via Expressions SELECT - subq_10.booking__is_instant - , subq_10.bookings + subq_12.user__home_state_latest + , subq_12.listings FROM ( -- Aggregate Measures SELECT - subq_9.booking__is_instant - , SUM(subq_9.bookings) AS bookings + subq_11.user__home_state_latest + , SUM(subq_11.listings) AS listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant'] + -- Pass Only Elements: ['listings', 'user__home_state_latest'] SELECT - subq_8.booking__is_instant - , subq_8.bookings + subq_10.user__home_state_latest + , subq_10.listings FROM ( -- Constrain Output with WHERE SELECT - subq_7.booking__is_instant - , subq_7.listing__is_lux_latest - , subq_7.listing__capacity_latest - , subq_7.bookings + subq_9.listing__is_lux_latest + , subq_9.listing__capacity_latest + , subq_9.user__home_state_latest + , subq_9.listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + -- Pass Only Elements: ['listings', 'user__home_state_latest', 'listing__is_lux_latest', 'listing__capacity_latest'] SELECT - subq_6.booking__is_instant - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.bookings + subq_8.listing__is_lux_latest + , subq_8.listing__capacity_latest + , subq_8.user__home_state_latest + , subq_8.listings FROM ( -- Join Standard Outputs SELECT - subq_2.listing AS listing - , subq_2.booking__is_instant AS booking__is_instant - , subq_5.is_lux_latest AS listing__is_lux_latest - , subq_5.capacity_latest AS listing__capacity_latest - , subq_2.bookings AS bookings + subq_5.user AS user + , subq_5.listing__is_lux_latest AS listing__is_lux_latest + , subq_5.listing__capacity_latest AS listing__capacity_latest + , subq_7.home_state_latest AS user__home_state_latest + , subq_5.listings AS listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + -- Pass Only Elements: ['listings', 'listing__is_lux_latest', 'listing__capacity_latest', 'user'] SELECT - subq_1.listing - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.user + , subq_4.listing__is_lux_latest + , subq_4.listing__capacity_latest + , subq_4.listings FROM ( - -- Metric Time Dimension 'ds' - SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 - FROM ( - -- Read Elements From Semantic Model 'bookings_source' - SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 - LEFT OUTER JOIN ( - -- Pass Only Elements: ['is_lux_latest', 'capacity_latest', 'listing', 'listing'] - SELECT - subq_4.listing - , subq_4.is_lux_latest - , subq_4.capacity_latest - FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT subq_3.ds__day , subq_3.ds__week @@ -289,17 +88,17 @@ FROM ( , subq_3.listing__created_at__extract_day , subq_3.listing__created_at__extract_dow , subq_3.listing__created_at__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy , subq_3.listing , subq_3.user , subq_3.listing__user @@ -313,75 +112,183 @@ FROM ( , subq_3.largest_listing , subq_3.smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Metric Time Dimension 'ds' SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 ) subq_3 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 ) subq_4 ) subq_5 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_6.user + , subq_6.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(isodow FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_6 + ) subq_7 ON - subq_2.listing = subq_5.listing - ) subq_6 - ) subq_7 + subq_5.user = subq_7.user + ) subq_8 + ) subq_9 WHERE listing__is_lux_latest OR listing__capacity_latest > 4 - ) subq_8 - ) subq_9 + ) subq_10 + ) subq_11 GROUP BY - subq_9.booking__is_instant -) subq_10 + subq_11.user__home_state_latest +) subq_12 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql index 98cc26bb70..76b28308ab 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql @@ -1,33 +1,43 @@ -- Constrain Output with WHERE --- Pass Only Elements: ['bookings', 'booking__is_instant'] +-- Pass Only Elements: ['listings', 'user__home_state_latest'] -- Aggregate Measures -- Compute Metrics via Expressions SELECT - booking__is_instant - , SUM(bookings) AS bookings + user__home_state_latest + , SUM(listings) AS listings FROM ( -- Join Standard Outputs - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + -- Pass Only Elements: ['listings', 'user__home_state_latest', 'listing__is_lux_latest', 'listing__capacity_latest'] SELECT - subq_13.booking__is_instant AS booking__is_instant - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , subq_13.bookings AS bookings + subq_16.listing__is_lux_latest AS listing__is_lux_latest + , subq_16.listing__capacity_latest AS listing__capacity_latest + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , subq_16.listings AS listings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + -- Constrain Output with WHERE + -- Pass Only Elements: ['listings', 'listing__is_lux_latest', 'listing__capacity_latest', 'user'] SELECT - listing_id AS listing - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_13 + subq_14.user + , listing__is_lux_latest + , listing__capacity_latest + , listings + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + -- Metric Time Dimension 'ds' + SELECT + user_id AS user + , is_lux AS listing__is_lux_latest + , capacity AS listing__capacity_latest + , 1 AS listings + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_14 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 + ) subq_16 LEFT OUTER JOIN - ***************************.dim_listings_latest listings_latest_src_28000 + ***************************.dim_users_latest users_latest_src_28000 ON - subq_13.listing = listings_latest_src_28000.listing_id -) subq_18 + subq_16.user = users_latest_src_28000.user_id +) subq_20 WHERE listing__is_lux_latest OR listing__capacity_latest > 4 GROUP BY - booking__is_instant + user__home_state_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_single_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_single_categorical_dimension_pushdown__plan0.sql index 5ef5778430..388b3ec95a 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_single_categorical_dimension_pushdown__plan0.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_single_categorical_dimension_pushdown__plan0.sql @@ -1,244 +1,244 @@ -- Compute Metrics via Expressions SELECT - subq_17.listing__country_latest - , subq_17.bookings + subq_13.listing__country_latest + , subq_13.bookings FROM ( -- Aggregate Measures SELECT - subq_16.listing__country_latest - , SUM(subq_16.bookings) AS bookings + subq_12.listing__country_latest + , SUM(subq_12.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__country_latest'] SELECT - subq_15.listing__country_latest - , subq_15.bookings + subq_11.listing__country_latest + , subq_11.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_14.booking__is_instant - , subq_14.listing__country_latest - , subq_14.bookings + subq_10.booking__is_instant + , subq_10.listing__country_latest + , subq_10.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] SELECT - subq_13.booking__is_instant - , subq_13.listing__country_latest - , subq_13.bookings + subq_9.booking__is_instant + , subq_9.listing__country_latest + , subq_9.bookings FROM ( -- Join Standard Outputs SELECT - subq_9.listing AS listing - , subq_9.booking__is_instant AS booking__is_instant - , subq_12.country_latest AS listing__country_latest - , subq_9.bookings AS bookings + subq_5.listing AS listing + , subq_5.booking__is_instant AS booking__is_instant + , subq_8.country_latest AS listing__country_latest + , subq_5.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_8.listing - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.listing + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -331,86 +331,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 LEFT OUTER JOIN ( -- Pass Only Elements: ['country_latest', 'listing'] SELECT - subq_11.listing - , subq_11.country_latest + subq_7.listing + , subq_7.country_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_10.ds__day - , subq_10.ds__week - , subq_10.ds__month - , subq_10.ds__quarter - , subq_10.ds__year - , subq_10.ds__extract_year - , subq_10.ds__extract_quarter - , subq_10.ds__extract_month - , subq_10.ds__extract_day - , subq_10.ds__extract_dow - , subq_10.ds__extract_doy - , subq_10.created_at__day - , subq_10.created_at__week - , subq_10.created_at__month - , subq_10.created_at__quarter - , subq_10.created_at__year - , subq_10.created_at__extract_year - , subq_10.created_at__extract_quarter - , subq_10.created_at__extract_month - , subq_10.created_at__extract_day - , subq_10.created_at__extract_dow - , subq_10.created_at__extract_doy - , subq_10.listing__ds__day - , subq_10.listing__ds__week - , subq_10.listing__ds__month - , subq_10.listing__ds__quarter - , subq_10.listing__ds__year - , subq_10.listing__ds__extract_year - , subq_10.listing__ds__extract_quarter - , subq_10.listing__ds__extract_month - , subq_10.listing__ds__extract_day - , subq_10.listing__ds__extract_dow - , subq_10.listing__ds__extract_doy - , subq_10.listing__created_at__day - , subq_10.listing__created_at__week - , subq_10.listing__created_at__month - , subq_10.listing__created_at__quarter - , subq_10.listing__created_at__year - , subq_10.listing__created_at__extract_year - , subq_10.listing__created_at__extract_quarter - , subq_10.listing__created_at__extract_month - , subq_10.listing__created_at__extract_day - , subq_10.listing__created_at__extract_dow - , subq_10.listing__created_at__extract_doy - , subq_10.ds__day AS metric_time__day - , subq_10.ds__week AS metric_time__week - , subq_10.ds__month AS metric_time__month - , subq_10.ds__quarter AS metric_time__quarter - , subq_10.ds__year AS metric_time__year - , subq_10.ds__extract_year AS metric_time__extract_year - , subq_10.ds__extract_quarter AS metric_time__extract_quarter - , subq_10.ds__extract_month AS metric_time__extract_month - , subq_10.ds__extract_day AS metric_time__extract_day - , subq_10.ds__extract_dow AS metric_time__extract_dow - , subq_10.ds__extract_doy AS metric_time__extract_doy - , subq_10.listing - , subq_10.user - , subq_10.listing__user - , subq_10.country_latest - , subq_10.is_lux_latest - , subq_10.capacity_latest - , subq_10.listing__country_latest - , subq_10.listing__is_lux_latest - , subq_10.listing__capacity_latest - , subq_10.listings - , subq_10.largest_listing - , subq_10.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -471,16 +471,16 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_10 - ) subq_11 - ) subq_12 + ) subq_6 + ) subq_7 + ) subq_8 ON - subq_9.listing = subq_12.listing - ) subq_13 - ) subq_14 + subq_5.listing = subq_8.listing + ) subq_9 + ) subq_10 WHERE booking__is_instant - ) subq_15 - ) subq_16 + ) subq_11 + ) subq_12 GROUP BY - subq_16.listing__country_latest -) subq_17 + subq_12.listing__country_latest +) subq_13 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_single_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_single_categorical_dimension_pushdown__plan0_optimized.sql index b0a46663de..e1420879c4 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_single_categorical_dimension_pushdown__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_single_categorical_dimension_pushdown__plan0_optimized.sql @@ -9,9 +9,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] SELECT - subq_21.booking__is_instant AS booking__is_instant + subq_17.booking__is_instant AS booking__is_instant , listings_latest_src_28000.country AS listing__country_latest - , subq_21.bookings AS bookings + , subq_17.bookings AS bookings FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] @@ -27,14 +27,14 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_19 + ) subq_15 WHERE booking__is_instant - ) subq_21 + ) subq_17 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_21.listing = listings_latest_src_28000.listing_id -) subq_26 + subq_17.listing = listings_latest_src_28000.listing_id +) subq_22 WHERE booking__is_instant GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..6a9a9bf836 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql @@ -0,0 +1,563 @@ +-- Compute Metrics via Expressions +SELECT + subq_15.metric_time__day + , CAST(subq_15.average_booking_value AS DOUBLE PRECISION) / CAST(NULLIF(subq_15.max_booking_value, 0) AS DOUBLE PRECISION) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) AS metric_time__day + , MAX(subq_9.average_booking_value) AS average_booking_value + , MAX(subq_14.max_booking_value) AS max_booking_value + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_8.metric_time__day + , subq_8.average_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_7.metric_time__day + , AVG(subq_7.average_booking_value) AS average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + SELECT + subq_6.metric_time__day + , subq_6.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 + WHERE booking__is_instant + ) subq_6 + ) subq_7 + GROUP BY + subq_7.metric_time__day + ) subq_8 + ) subq_9 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_13.metric_time__day + , subq_13.max_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_12.metric_time__day + , MAX(subq_12.max_booking_value) AS max_booking_value + FROM ( + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + SELECT + subq_11.metric_time__day + , subq_11.max_booking_value + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.paid_at__day + , subq_10.paid_at__week + , subq_10.paid_at__month + , subq_10.paid_at__quarter + , subq_10.paid_at__year + , subq_10.paid_at__extract_year + , subq_10.paid_at__extract_quarter + , subq_10.paid_at__extract_month + , subq_10.paid_at__extract_day + , subq_10.paid_at__extract_dow + , subq_10.paid_at__extract_doy + , subq_10.booking__ds__day + , subq_10.booking__ds__week + , subq_10.booking__ds__month + , subq_10.booking__ds__quarter + , subq_10.booking__ds__year + , subq_10.booking__ds__extract_year + , subq_10.booking__ds__extract_quarter + , subq_10.booking__ds__extract_month + , subq_10.booking__ds__extract_day + , subq_10.booking__ds__extract_dow + , subq_10.booking__ds__extract_doy + , subq_10.booking__ds_partitioned__day + , subq_10.booking__ds_partitioned__week + , subq_10.booking__ds_partitioned__month + , subq_10.booking__ds_partitioned__quarter + , subq_10.booking__ds_partitioned__year + , subq_10.booking__ds_partitioned__extract_year + , subq_10.booking__ds_partitioned__extract_quarter + , subq_10.booking__ds_partitioned__extract_month + , subq_10.booking__ds_partitioned__extract_day + , subq_10.booking__ds_partitioned__extract_dow + , subq_10.booking__ds_partitioned__extract_doy + , subq_10.booking__paid_at__day + , subq_10.booking__paid_at__week + , subq_10.booking__paid_at__month + , subq_10.booking__paid_at__quarter + , subq_10.booking__paid_at__year + , subq_10.booking__paid_at__extract_year + , subq_10.booking__paid_at__extract_quarter + , subq_10.booking__paid_at__extract_month + , subq_10.booking__paid_at__extract_day + , subq_10.booking__paid_at__extract_dow + , subq_10.booking__paid_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.guest + , subq_10.host + , subq_10.booking__listing + , subq_10.booking__guest + , subq_10.booking__host + , subq_10.is_instant + , subq_10.booking__is_instant + , subq_10.bookings + , subq_10.instant_bookings + , subq_10.booking_value + , subq_10.max_booking_value + , subq_10.min_booking_value + , subq_10.bookers + , subq_10.average_booking_value + , subq_10.referred_bookings + , subq_10.median_booking_value + , subq_10.booking_value_p99 + , subq_10.discrete_booking_value_p99 + , subq_10.approximate_continuous_booking_value_p99 + , subq_10.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_10 + ) subq_11 + ) subq_12 + GROUP BY + subq_12.metric_time__day + ) subq_13 + ) subq_14 + ON + subq_9.metric_time__day = subq_14.metric_time__day + GROUP BY + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) +) subq_15 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..0c1698db23 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,58 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__day + , CAST(average_booking_value AS DOUBLE PRECISION) / CAST(NULLIF(max_booking_value, 0) AS DOUBLE PRECISION) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) AS metric_time__day + , MAX(subq_23.average_booking_value) AS average_booking_value + , MAX(subq_28.max_booking_value) AS max_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + metric_time__day + , AVG(average_booking_value) AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + metric_time__day + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 + WHERE booking__is_instant + GROUP BY + metric_time__day + ) subq_23 + FULL OUTER JOIN ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , MAX(booking_value) AS max_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + GROUP BY + DATE_TRUNC('day', ds) + ) subq_28 + ON + subq_23.metric_time__day = subq_28.metric_time__day + GROUP BY + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) +) subq_29 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_categorical_dimension_pushdown__plan0.sql index 824975c8c3..e889913967 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_categorical_dimension_pushdown__plan0.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_categorical_dimension_pushdown__plan0.sql @@ -1,249 +1,48 @@ -- Compute Metrics via Expressions SELECT - subq_10.booking__is_instant - , subq_10.bookings + subq_12.user__home_state_latest + , subq_12.listings FROM ( -- Aggregate Measures SELECT - subq_9.booking__is_instant - , SUM(subq_9.bookings) AS bookings + subq_11.user__home_state_latest + , SUM(subq_11.listings) AS listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant'] + -- Pass Only Elements: ['listings', 'user__home_state_latest'] SELECT - subq_8.booking__is_instant - , subq_8.bookings + subq_10.user__home_state_latest + , subq_10.listings FROM ( -- Constrain Output with WHERE SELECT - subq_7.booking__is_instant - , subq_7.listing__is_lux_latest - , subq_7.listing__capacity_latest - , subq_7.bookings + subq_9.listing__is_lux_latest + , subq_9.listing__capacity_latest + , subq_9.user__home_state_latest + , subq_9.listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + -- Pass Only Elements: ['listings', 'user__home_state_latest', 'listing__is_lux_latest', 'listing__capacity_latest'] SELECT - subq_6.booking__is_instant - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.bookings + subq_8.listing__is_lux_latest + , subq_8.listing__capacity_latest + , subq_8.user__home_state_latest + , subq_8.listings FROM ( -- Join Standard Outputs SELECT - subq_2.listing AS listing - , subq_2.booking__is_instant AS booking__is_instant - , subq_5.is_lux_latest AS listing__is_lux_latest - , subq_5.capacity_latest AS listing__capacity_latest - , subq_2.bookings AS bookings + subq_5.user AS user + , subq_5.listing__is_lux_latest AS listing__is_lux_latest + , subq_5.listing__capacity_latest AS listing__capacity_latest + , subq_7.home_state_latest AS user__home_state_latest + , subq_5.listings AS listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + -- Pass Only Elements: ['listings', 'listing__is_lux_latest', 'listing__capacity_latest', 'user'] SELECT - subq_1.listing - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.user + , subq_4.listing__is_lux_latest + , subq_4.listing__capacity_latest + , subq_4.listings FROM ( - -- Metric Time Dimension 'ds' - SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 - FROM ( - -- Read Elements From Semantic Model 'bookings_source' - SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 - LEFT OUTER JOIN ( - -- Pass Only Elements: ['is_lux_latest', 'capacity_latest', 'listing', 'listing'] - SELECT - subq_4.listing - , subq_4.is_lux_latest - , subq_4.capacity_latest - FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT subq_3.ds__day , subq_3.ds__week @@ -289,17 +88,17 @@ FROM ( , subq_3.listing__created_at__extract_day , subq_3.listing__created_at__extract_dow , subq_3.listing__created_at__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy , subq_3.listing , subq_3.user , subq_3.listing__user @@ -313,75 +112,183 @@ FROM ( , subq_3.largest_listing , subq_3.smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Metric Time Dimension 'ds' SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 ) subq_3 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 ) subq_4 ) subq_5 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_6.user + , subq_6.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , CASE WHEN EXTRACT(dow FROM users_latest_src_28000.ds) = 0 THEN EXTRACT(dow FROM users_latest_src_28000.ds) + 7 ELSE EXTRACT(dow FROM users_latest_src_28000.ds) END AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , CASE WHEN EXTRACT(dow FROM users_latest_src_28000.ds) = 0 THEN EXTRACT(dow FROM users_latest_src_28000.ds) + 7 ELSE EXTRACT(dow FROM users_latest_src_28000.ds) END AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_6 + ) subq_7 ON - subq_2.listing = subq_5.listing - ) subq_6 - ) subq_7 + subq_5.user = subq_7.user + ) subq_8 + ) subq_9 WHERE listing__is_lux_latest OR listing__capacity_latest > 4 - ) subq_8 - ) subq_9 + ) subq_10 + ) subq_11 GROUP BY - subq_9.booking__is_instant -) subq_10 + subq_11.user__home_state_latest +) subq_12 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql index 98cc26bb70..76b28308ab 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql @@ -1,33 +1,43 @@ -- Constrain Output with WHERE --- Pass Only Elements: ['bookings', 'booking__is_instant'] +-- Pass Only Elements: ['listings', 'user__home_state_latest'] -- Aggregate Measures -- Compute Metrics via Expressions SELECT - booking__is_instant - , SUM(bookings) AS bookings + user__home_state_latest + , SUM(listings) AS listings FROM ( -- Join Standard Outputs - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + -- Pass Only Elements: ['listings', 'user__home_state_latest', 'listing__is_lux_latest', 'listing__capacity_latest'] SELECT - subq_13.booking__is_instant AS booking__is_instant - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , subq_13.bookings AS bookings + subq_16.listing__is_lux_latest AS listing__is_lux_latest + , subq_16.listing__capacity_latest AS listing__capacity_latest + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , subq_16.listings AS listings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + -- Constrain Output with WHERE + -- Pass Only Elements: ['listings', 'listing__is_lux_latest', 'listing__capacity_latest', 'user'] SELECT - listing_id AS listing - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_13 + subq_14.user + , listing__is_lux_latest + , listing__capacity_latest + , listings + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + -- Metric Time Dimension 'ds' + SELECT + user_id AS user + , is_lux AS listing__is_lux_latest + , capacity AS listing__capacity_latest + , 1 AS listings + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_14 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 + ) subq_16 LEFT OUTER JOIN - ***************************.dim_listings_latest listings_latest_src_28000 + ***************************.dim_users_latest users_latest_src_28000 ON - subq_13.listing = listings_latest_src_28000.listing_id -) subq_18 + subq_16.user = users_latest_src_28000.user_id +) subq_20 WHERE listing__is_lux_latest OR listing__capacity_latest > 4 GROUP BY - booking__is_instant + user__home_state_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_single_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_single_categorical_dimension_pushdown__plan0.sql index 3a611771e1..107ed57509 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_single_categorical_dimension_pushdown__plan0.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_single_categorical_dimension_pushdown__plan0.sql @@ -1,244 +1,244 @@ -- Compute Metrics via Expressions SELECT - subq_17.listing__country_latest - , subq_17.bookings + subq_13.listing__country_latest + , subq_13.bookings FROM ( -- Aggregate Measures SELECT - subq_16.listing__country_latest - , SUM(subq_16.bookings) AS bookings + subq_12.listing__country_latest + , SUM(subq_12.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__country_latest'] SELECT - subq_15.listing__country_latest - , subq_15.bookings + subq_11.listing__country_latest + , subq_11.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_14.booking__is_instant - , subq_14.listing__country_latest - , subq_14.bookings + subq_10.booking__is_instant + , subq_10.listing__country_latest + , subq_10.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] SELECT - subq_13.booking__is_instant - , subq_13.listing__country_latest - , subq_13.bookings + subq_9.booking__is_instant + , subq_9.listing__country_latest + , subq_9.bookings FROM ( -- Join Standard Outputs SELECT - subq_9.listing AS listing - , subq_9.booking__is_instant AS booking__is_instant - , subq_12.country_latest AS listing__country_latest - , subq_9.bookings AS bookings + subq_5.listing AS listing + , subq_5.booking__is_instant AS booking__is_instant + , subq_8.country_latest AS listing__country_latest + , subq_5.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_8.listing - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.listing + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -331,86 +331,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 LEFT OUTER JOIN ( -- Pass Only Elements: ['country_latest', 'listing'] SELECT - subq_11.listing - , subq_11.country_latest + subq_7.listing + , subq_7.country_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_10.ds__day - , subq_10.ds__week - , subq_10.ds__month - , subq_10.ds__quarter - , subq_10.ds__year - , subq_10.ds__extract_year - , subq_10.ds__extract_quarter - , subq_10.ds__extract_month - , subq_10.ds__extract_day - , subq_10.ds__extract_dow - , subq_10.ds__extract_doy - , subq_10.created_at__day - , subq_10.created_at__week - , subq_10.created_at__month - , subq_10.created_at__quarter - , subq_10.created_at__year - , subq_10.created_at__extract_year - , subq_10.created_at__extract_quarter - , subq_10.created_at__extract_month - , subq_10.created_at__extract_day - , subq_10.created_at__extract_dow - , subq_10.created_at__extract_doy - , subq_10.listing__ds__day - , subq_10.listing__ds__week - , subq_10.listing__ds__month - , subq_10.listing__ds__quarter - , subq_10.listing__ds__year - , subq_10.listing__ds__extract_year - , subq_10.listing__ds__extract_quarter - , subq_10.listing__ds__extract_month - , subq_10.listing__ds__extract_day - , subq_10.listing__ds__extract_dow - , subq_10.listing__ds__extract_doy - , subq_10.listing__created_at__day - , subq_10.listing__created_at__week - , subq_10.listing__created_at__month - , subq_10.listing__created_at__quarter - , subq_10.listing__created_at__year - , subq_10.listing__created_at__extract_year - , subq_10.listing__created_at__extract_quarter - , subq_10.listing__created_at__extract_month - , subq_10.listing__created_at__extract_day - , subq_10.listing__created_at__extract_dow - , subq_10.listing__created_at__extract_doy - , subq_10.ds__day AS metric_time__day - , subq_10.ds__week AS metric_time__week - , subq_10.ds__month AS metric_time__month - , subq_10.ds__quarter AS metric_time__quarter - , subq_10.ds__year AS metric_time__year - , subq_10.ds__extract_year AS metric_time__extract_year - , subq_10.ds__extract_quarter AS metric_time__extract_quarter - , subq_10.ds__extract_month AS metric_time__extract_month - , subq_10.ds__extract_day AS metric_time__extract_day - , subq_10.ds__extract_dow AS metric_time__extract_dow - , subq_10.ds__extract_doy AS metric_time__extract_doy - , subq_10.listing - , subq_10.user - , subq_10.listing__user - , subq_10.country_latest - , subq_10.is_lux_latest - , subq_10.capacity_latest - , subq_10.listing__country_latest - , subq_10.listing__is_lux_latest - , subq_10.listing__capacity_latest - , subq_10.listings - , subq_10.largest_listing - , subq_10.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -471,16 +471,16 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_10 - ) subq_11 - ) subq_12 + ) subq_6 + ) subq_7 + ) subq_8 ON - subq_9.listing = subq_12.listing - ) subq_13 - ) subq_14 + subq_5.listing = subq_8.listing + ) subq_9 + ) subq_10 WHERE booking__is_instant - ) subq_15 - ) subq_16 + ) subq_11 + ) subq_12 GROUP BY - subq_16.listing__country_latest -) subq_17 + subq_12.listing__country_latest +) subq_13 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_single_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_single_categorical_dimension_pushdown__plan0_optimized.sql index b0a46663de..e1420879c4 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_single_categorical_dimension_pushdown__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_single_categorical_dimension_pushdown__plan0_optimized.sql @@ -9,9 +9,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] SELECT - subq_21.booking__is_instant AS booking__is_instant + subq_17.booking__is_instant AS booking__is_instant , listings_latest_src_28000.country AS listing__country_latest - , subq_21.bookings AS bookings + , subq_17.bookings AS bookings FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] @@ -27,14 +27,14 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_19 + ) subq_15 WHERE booking__is_instant - ) subq_21 + ) subq_17 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_21.listing = listings_latest_src_28000.listing_id -) subq_26 + subq_17.listing = listings_latest_src_28000.listing_id +) subq_22 WHERE booking__is_instant GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..b99de580a3 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql @@ -0,0 +1,563 @@ +-- Compute Metrics via Expressions +SELECT + subq_15.metric_time__day + , CAST(subq_15.average_booking_value AS DOUBLE) / CAST(NULLIF(subq_15.max_booking_value, 0) AS DOUBLE) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) AS metric_time__day + , MAX(subq_9.average_booking_value) AS average_booking_value + , MAX(subq_14.max_booking_value) AS max_booking_value + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_8.metric_time__day + , subq_8.average_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_7.metric_time__day + , AVG(subq_7.average_booking_value) AS average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + SELECT + subq_6.metric_time__day + , subq_6.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 + WHERE booking__is_instant + ) subq_6 + ) subq_7 + GROUP BY + subq_7.metric_time__day + ) subq_8 + ) subq_9 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_13.metric_time__day + , subq_13.max_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_12.metric_time__day + , MAX(subq_12.max_booking_value) AS max_booking_value + FROM ( + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + SELECT + subq_11.metric_time__day + , subq_11.max_booking_value + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.paid_at__day + , subq_10.paid_at__week + , subq_10.paid_at__month + , subq_10.paid_at__quarter + , subq_10.paid_at__year + , subq_10.paid_at__extract_year + , subq_10.paid_at__extract_quarter + , subq_10.paid_at__extract_month + , subq_10.paid_at__extract_day + , subq_10.paid_at__extract_dow + , subq_10.paid_at__extract_doy + , subq_10.booking__ds__day + , subq_10.booking__ds__week + , subq_10.booking__ds__month + , subq_10.booking__ds__quarter + , subq_10.booking__ds__year + , subq_10.booking__ds__extract_year + , subq_10.booking__ds__extract_quarter + , subq_10.booking__ds__extract_month + , subq_10.booking__ds__extract_day + , subq_10.booking__ds__extract_dow + , subq_10.booking__ds__extract_doy + , subq_10.booking__ds_partitioned__day + , subq_10.booking__ds_partitioned__week + , subq_10.booking__ds_partitioned__month + , subq_10.booking__ds_partitioned__quarter + , subq_10.booking__ds_partitioned__year + , subq_10.booking__ds_partitioned__extract_year + , subq_10.booking__ds_partitioned__extract_quarter + , subq_10.booking__ds_partitioned__extract_month + , subq_10.booking__ds_partitioned__extract_day + , subq_10.booking__ds_partitioned__extract_dow + , subq_10.booking__ds_partitioned__extract_doy + , subq_10.booking__paid_at__day + , subq_10.booking__paid_at__week + , subq_10.booking__paid_at__month + , subq_10.booking__paid_at__quarter + , subq_10.booking__paid_at__year + , subq_10.booking__paid_at__extract_year + , subq_10.booking__paid_at__extract_quarter + , subq_10.booking__paid_at__extract_month + , subq_10.booking__paid_at__extract_day + , subq_10.booking__paid_at__extract_dow + , subq_10.booking__paid_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.guest + , subq_10.host + , subq_10.booking__listing + , subq_10.booking__guest + , subq_10.booking__host + , subq_10.is_instant + , subq_10.booking__is_instant + , subq_10.bookings + , subq_10.instant_bookings + , subq_10.booking_value + , subq_10.max_booking_value + , subq_10.min_booking_value + , subq_10.bookers + , subq_10.average_booking_value + , subq_10.referred_bookings + , subq_10.median_booking_value + , subq_10.booking_value_p99 + , subq_10.discrete_booking_value_p99 + , subq_10.approximate_continuous_booking_value_p99 + , subq_10.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_10 + ) subq_11 + ) subq_12 + GROUP BY + subq_12.metric_time__day + ) subq_13 + ) subq_14 + ON + subq_9.metric_time__day = subq_14.metric_time__day + GROUP BY + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) +) subq_15 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..db345ac389 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,58 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__day + , CAST(average_booking_value AS DOUBLE) / CAST(NULLIF(max_booking_value, 0) AS DOUBLE) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) AS metric_time__day + , MAX(subq_23.average_booking_value) AS average_booking_value + , MAX(subq_28.max_booking_value) AS max_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + metric_time__day + , AVG(average_booking_value) AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + metric_time__day + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 + WHERE booking__is_instant + GROUP BY + metric_time__day + ) subq_23 + FULL OUTER JOIN ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , MAX(booking_value) AS max_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + GROUP BY + DATE_TRUNC('day', ds) + ) subq_28 + ON + subq_23.metric_time__day = subq_28.metric_time__day + GROUP BY + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) +) subq_29 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_categorical_dimension_pushdown__plan0.sql index c3a78081ba..e1c91ce539 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_categorical_dimension_pushdown__plan0.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_categorical_dimension_pushdown__plan0.sql @@ -1,249 +1,48 @@ -- Compute Metrics via Expressions SELECT - subq_10.booking__is_instant - , subq_10.bookings + subq_12.user__home_state_latest + , subq_12.listings FROM ( -- Aggregate Measures SELECT - subq_9.booking__is_instant - , SUM(subq_9.bookings) AS bookings + subq_11.user__home_state_latest + , SUM(subq_11.listings) AS listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant'] + -- Pass Only Elements: ['listings', 'user__home_state_latest'] SELECT - subq_8.booking__is_instant - , subq_8.bookings + subq_10.user__home_state_latest + , subq_10.listings FROM ( -- Constrain Output with WHERE SELECT - subq_7.booking__is_instant - , subq_7.listing__is_lux_latest - , subq_7.listing__capacity_latest - , subq_7.bookings + subq_9.listing__is_lux_latest + , subq_9.listing__capacity_latest + , subq_9.user__home_state_latest + , subq_9.listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + -- Pass Only Elements: ['listings', 'user__home_state_latest', 'listing__is_lux_latest', 'listing__capacity_latest'] SELECT - subq_6.booking__is_instant - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.bookings + subq_8.listing__is_lux_latest + , subq_8.listing__capacity_latest + , subq_8.user__home_state_latest + , subq_8.listings FROM ( -- Join Standard Outputs SELECT - subq_2.listing AS listing - , subq_2.booking__is_instant AS booking__is_instant - , subq_5.is_lux_latest AS listing__is_lux_latest - , subq_5.capacity_latest AS listing__capacity_latest - , subq_2.bookings AS bookings + subq_5.user AS user + , subq_5.listing__is_lux_latest AS listing__is_lux_latest + , subq_5.listing__capacity_latest AS listing__capacity_latest + , subq_7.home_state_latest AS user__home_state_latest + , subq_5.listings AS listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + -- Pass Only Elements: ['listings', 'listing__is_lux_latest', 'listing__capacity_latest', 'user'] SELECT - subq_1.listing - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.user + , subq_4.listing__is_lux_latest + , subq_4.listing__capacity_latest + , subq_4.listings FROM ( - -- Metric Time Dimension 'ds' - SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 - FROM ( - -- Read Elements From Semantic Model 'bookings_source' - SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 - LEFT OUTER JOIN ( - -- Pass Only Elements: ['is_lux_latest', 'capacity_latest', 'listing', 'listing'] - SELECT - subq_4.listing - , subq_4.is_lux_latest - , subq_4.capacity_latest - FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT subq_3.ds__day , subq_3.ds__week @@ -289,17 +88,17 @@ FROM ( , subq_3.listing__created_at__extract_day , subq_3.listing__created_at__extract_dow , subq_3.listing__created_at__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy , subq_3.listing , subq_3.user , subq_3.listing__user @@ -313,75 +112,183 @@ FROM ( , subq_3.largest_listing , subq_3.smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Metric Time Dimension 'ds' SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 ) subq_3 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 ) subq_4 ) subq_5 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_6.user + , subq_6.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(dayofweekiso FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(dayofweekiso FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_6 + ) subq_7 ON - subq_2.listing = subq_5.listing - ) subq_6 - ) subq_7 + subq_5.user = subq_7.user + ) subq_8 + ) subq_9 WHERE listing__is_lux_latest OR listing__capacity_latest > 4 - ) subq_8 - ) subq_9 + ) subq_10 + ) subq_11 GROUP BY - subq_9.booking__is_instant -) subq_10 + subq_11.user__home_state_latest +) subq_12 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql index 98cc26bb70..76b28308ab 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql @@ -1,33 +1,43 @@ -- Constrain Output with WHERE --- Pass Only Elements: ['bookings', 'booking__is_instant'] +-- Pass Only Elements: ['listings', 'user__home_state_latest'] -- Aggregate Measures -- Compute Metrics via Expressions SELECT - booking__is_instant - , SUM(bookings) AS bookings + user__home_state_latest + , SUM(listings) AS listings FROM ( -- Join Standard Outputs - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + -- Pass Only Elements: ['listings', 'user__home_state_latest', 'listing__is_lux_latest', 'listing__capacity_latest'] SELECT - subq_13.booking__is_instant AS booking__is_instant - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , subq_13.bookings AS bookings + subq_16.listing__is_lux_latest AS listing__is_lux_latest + , subq_16.listing__capacity_latest AS listing__capacity_latest + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , subq_16.listings AS listings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + -- Constrain Output with WHERE + -- Pass Only Elements: ['listings', 'listing__is_lux_latest', 'listing__capacity_latest', 'user'] SELECT - listing_id AS listing - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_13 + subq_14.user + , listing__is_lux_latest + , listing__capacity_latest + , listings + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + -- Metric Time Dimension 'ds' + SELECT + user_id AS user + , is_lux AS listing__is_lux_latest + , capacity AS listing__capacity_latest + , 1 AS listings + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_14 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 + ) subq_16 LEFT OUTER JOIN - ***************************.dim_listings_latest listings_latest_src_28000 + ***************************.dim_users_latest users_latest_src_28000 ON - subq_13.listing = listings_latest_src_28000.listing_id -) subq_18 + subq_16.user = users_latest_src_28000.user_id +) subq_20 WHERE listing__is_lux_latest OR listing__capacity_latest > 4 GROUP BY - booking__is_instant + user__home_state_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_single_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_single_categorical_dimension_pushdown__plan0.sql index 0b87608c26..0c3cde2ebe 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_single_categorical_dimension_pushdown__plan0.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_single_categorical_dimension_pushdown__plan0.sql @@ -1,244 +1,244 @@ -- Compute Metrics via Expressions SELECT - subq_17.listing__country_latest - , subq_17.bookings + subq_13.listing__country_latest + , subq_13.bookings FROM ( -- Aggregate Measures SELECT - subq_16.listing__country_latest - , SUM(subq_16.bookings) AS bookings + subq_12.listing__country_latest + , SUM(subq_12.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__country_latest'] SELECT - subq_15.listing__country_latest - , subq_15.bookings + subq_11.listing__country_latest + , subq_11.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_14.booking__is_instant - , subq_14.listing__country_latest - , subq_14.bookings + subq_10.booking__is_instant + , subq_10.listing__country_latest + , subq_10.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] SELECT - subq_13.booking__is_instant - , subq_13.listing__country_latest - , subq_13.bookings + subq_9.booking__is_instant + , subq_9.listing__country_latest + , subq_9.bookings FROM ( -- Join Standard Outputs SELECT - subq_9.listing AS listing - , subq_9.booking__is_instant AS booking__is_instant - , subq_12.country_latest AS listing__country_latest - , subq_9.bookings AS bookings + subq_5.listing AS listing + , subq_5.booking__is_instant AS booking__is_instant + , subq_8.country_latest AS listing__country_latest + , subq_5.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_8.listing - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.listing + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -331,86 +331,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 LEFT OUTER JOIN ( -- Pass Only Elements: ['country_latest', 'listing'] SELECT - subq_11.listing - , subq_11.country_latest + subq_7.listing + , subq_7.country_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_10.ds__day - , subq_10.ds__week - , subq_10.ds__month - , subq_10.ds__quarter - , subq_10.ds__year - , subq_10.ds__extract_year - , subq_10.ds__extract_quarter - , subq_10.ds__extract_month - , subq_10.ds__extract_day - , subq_10.ds__extract_dow - , subq_10.ds__extract_doy - , subq_10.created_at__day - , subq_10.created_at__week - , subq_10.created_at__month - , subq_10.created_at__quarter - , subq_10.created_at__year - , subq_10.created_at__extract_year - , subq_10.created_at__extract_quarter - , subq_10.created_at__extract_month - , subq_10.created_at__extract_day - , subq_10.created_at__extract_dow - , subq_10.created_at__extract_doy - , subq_10.listing__ds__day - , subq_10.listing__ds__week - , subq_10.listing__ds__month - , subq_10.listing__ds__quarter - , subq_10.listing__ds__year - , subq_10.listing__ds__extract_year - , subq_10.listing__ds__extract_quarter - , subq_10.listing__ds__extract_month - , subq_10.listing__ds__extract_day - , subq_10.listing__ds__extract_dow - , subq_10.listing__ds__extract_doy - , subq_10.listing__created_at__day - , subq_10.listing__created_at__week - , subq_10.listing__created_at__month - , subq_10.listing__created_at__quarter - , subq_10.listing__created_at__year - , subq_10.listing__created_at__extract_year - , subq_10.listing__created_at__extract_quarter - , subq_10.listing__created_at__extract_month - , subq_10.listing__created_at__extract_day - , subq_10.listing__created_at__extract_dow - , subq_10.listing__created_at__extract_doy - , subq_10.ds__day AS metric_time__day - , subq_10.ds__week AS metric_time__week - , subq_10.ds__month AS metric_time__month - , subq_10.ds__quarter AS metric_time__quarter - , subq_10.ds__year AS metric_time__year - , subq_10.ds__extract_year AS metric_time__extract_year - , subq_10.ds__extract_quarter AS metric_time__extract_quarter - , subq_10.ds__extract_month AS metric_time__extract_month - , subq_10.ds__extract_day AS metric_time__extract_day - , subq_10.ds__extract_dow AS metric_time__extract_dow - , subq_10.ds__extract_doy AS metric_time__extract_doy - , subq_10.listing - , subq_10.user - , subq_10.listing__user - , subq_10.country_latest - , subq_10.is_lux_latest - , subq_10.capacity_latest - , subq_10.listing__country_latest - , subq_10.listing__is_lux_latest - , subq_10.listing__capacity_latest - , subq_10.listings - , subq_10.largest_listing - , subq_10.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -471,16 +471,16 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_10 - ) subq_11 - ) subq_12 + ) subq_6 + ) subq_7 + ) subq_8 ON - subq_9.listing = subq_12.listing - ) subq_13 - ) subq_14 + subq_5.listing = subq_8.listing + ) subq_9 + ) subq_10 WHERE booking__is_instant - ) subq_15 - ) subq_16 + ) subq_11 + ) subq_12 GROUP BY - subq_16.listing__country_latest -) subq_17 + subq_12.listing__country_latest +) subq_13 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_single_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_single_categorical_dimension_pushdown__plan0_optimized.sql index b0a46663de..e1420879c4 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_single_categorical_dimension_pushdown__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_single_categorical_dimension_pushdown__plan0_optimized.sql @@ -9,9 +9,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] SELECT - subq_21.booking__is_instant AS booking__is_instant + subq_17.booking__is_instant AS booking__is_instant , listings_latest_src_28000.country AS listing__country_latest - , subq_21.bookings AS bookings + , subq_17.bookings AS bookings FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] @@ -27,14 +27,14 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_19 + ) subq_15 WHERE booking__is_instant - ) subq_21 + ) subq_17 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_21.listing = listings_latest_src_28000.listing_id -) subq_26 + subq_17.listing = listings_latest_src_28000.listing_id +) subq_22 WHERE booking__is_instant GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql new file mode 100644 index 0000000000..c939f6d0df --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_different_filters_on_same_measure_source_categorical_dimension__plan0.sql @@ -0,0 +1,563 @@ +-- Compute Metrics via Expressions +SELECT + subq_15.metric_time__day + , CAST(subq_15.average_booking_value AS DOUBLE) / CAST(NULLIF(subq_15.max_booking_value, 0) AS DOUBLE) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) AS metric_time__day + , MAX(subq_9.average_booking_value) AS average_booking_value + , MAX(subq_14.max_booking_value) AS max_booking_value + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_8.metric_time__day + , subq_8.average_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_7.metric_time__day + , AVG(subq_7.average_booking_value) AS average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + SELECT + subq_6.metric_time__day + , subq_6.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.average_booking_value + FROM ( + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.average_booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 + WHERE booking__is_instant + ) subq_6 + ) subq_7 + GROUP BY + subq_7.metric_time__day + ) subq_8 + ) subq_9 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_13.metric_time__day + , subq_13.max_booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_12.metric_time__day + , MAX(subq_12.max_booking_value) AS max_booking_value + FROM ( + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + SELECT + subq_11.metric_time__day + , subq_11.max_booking_value + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.paid_at__day + , subq_10.paid_at__week + , subq_10.paid_at__month + , subq_10.paid_at__quarter + , subq_10.paid_at__year + , subq_10.paid_at__extract_year + , subq_10.paid_at__extract_quarter + , subq_10.paid_at__extract_month + , subq_10.paid_at__extract_day + , subq_10.paid_at__extract_dow + , subq_10.paid_at__extract_doy + , subq_10.booking__ds__day + , subq_10.booking__ds__week + , subq_10.booking__ds__month + , subq_10.booking__ds__quarter + , subq_10.booking__ds__year + , subq_10.booking__ds__extract_year + , subq_10.booking__ds__extract_quarter + , subq_10.booking__ds__extract_month + , subq_10.booking__ds__extract_day + , subq_10.booking__ds__extract_dow + , subq_10.booking__ds__extract_doy + , subq_10.booking__ds_partitioned__day + , subq_10.booking__ds_partitioned__week + , subq_10.booking__ds_partitioned__month + , subq_10.booking__ds_partitioned__quarter + , subq_10.booking__ds_partitioned__year + , subq_10.booking__ds_partitioned__extract_year + , subq_10.booking__ds_partitioned__extract_quarter + , subq_10.booking__ds_partitioned__extract_month + , subq_10.booking__ds_partitioned__extract_day + , subq_10.booking__ds_partitioned__extract_dow + , subq_10.booking__ds_partitioned__extract_doy + , subq_10.booking__paid_at__day + , subq_10.booking__paid_at__week + , subq_10.booking__paid_at__month + , subq_10.booking__paid_at__quarter + , subq_10.booking__paid_at__year + , subq_10.booking__paid_at__extract_year + , subq_10.booking__paid_at__extract_quarter + , subq_10.booking__paid_at__extract_month + , subq_10.booking__paid_at__extract_day + , subq_10.booking__paid_at__extract_dow + , subq_10.booking__paid_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.guest + , subq_10.host + , subq_10.booking__listing + , subq_10.booking__guest + , subq_10.booking__host + , subq_10.is_instant + , subq_10.booking__is_instant + , subq_10.bookings + , subq_10.instant_bookings + , subq_10.booking_value + , subq_10.max_booking_value + , subq_10.min_booking_value + , subq_10.bookers + , subq_10.average_booking_value + , subq_10.referred_bookings + , subq_10.median_booking_value + , subq_10.booking_value_p99 + , subq_10.discrete_booking_value_p99 + , subq_10.approximate_continuous_booking_value_p99 + , subq_10.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_10 + ) subq_11 + ) subq_12 + GROUP BY + subq_12.metric_time__day + ) subq_13 + ) subq_14 + ON + subq_9.metric_time__day = subq_14.metric_time__day + GROUP BY + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) +) subq_15 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql new file mode 100644 index 0000000000..db345ac389 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_different_filters_on_same_measure_source_categorical_dimension__plan0_optimized.sql @@ -0,0 +1,58 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__day + , CAST(average_booking_value AS DOUBLE) / CAST(NULLIF(max_booking_value, 0) AS DOUBLE) AS instant_booking_fraction_of_max_value +FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) AS metric_time__day + , MAX(subq_23.average_booking_value) AS average_booking_value + , MAX(subq_28.max_booking_value) AS max_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + metric_time__day + , AVG(average_booking_value) AS average_booking_value + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['average_booking_value', 'booking__is_instant', 'metric_time__day'] + SELECT + metric_time__day + , booking__is_instant + , average_booking_value + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , booking_value AS average_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_17 + WHERE booking__is_instant + ) subq_19 + WHERE booking__is_instant + GROUP BY + metric_time__day + ) subq_23 + FULL OUTER JOIN ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['max_booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , MAX(booking_value) AS max_booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 + GROUP BY + DATE_TRUNC('day', ds) + ) subq_28 + ON + subq_23.metric_time__day = subq_28.metric_time__day + GROUP BY + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) +) subq_29 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_categorical_dimension_pushdown__plan0.sql index 02f3269db7..15d9663ea3 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_categorical_dimension_pushdown__plan0.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_categorical_dimension_pushdown__plan0.sql @@ -1,249 +1,48 @@ -- Compute Metrics via Expressions SELECT - subq_10.booking__is_instant - , subq_10.bookings + subq_12.user__home_state_latest + , subq_12.listings FROM ( -- Aggregate Measures SELECT - subq_9.booking__is_instant - , SUM(subq_9.bookings) AS bookings + subq_11.user__home_state_latest + , SUM(subq_11.listings) AS listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant'] + -- Pass Only Elements: ['listings', 'user__home_state_latest'] SELECT - subq_8.booking__is_instant - , subq_8.bookings + subq_10.user__home_state_latest + , subq_10.listings FROM ( -- Constrain Output with WHERE SELECT - subq_7.booking__is_instant - , subq_7.listing__is_lux_latest - , subq_7.listing__capacity_latest - , subq_7.bookings + subq_9.listing__is_lux_latest + , subq_9.listing__capacity_latest + , subq_9.user__home_state_latest + , subq_9.listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + -- Pass Only Elements: ['listings', 'user__home_state_latest', 'listing__is_lux_latest', 'listing__capacity_latest'] SELECT - subq_6.booking__is_instant - , subq_6.listing__is_lux_latest - , subq_6.listing__capacity_latest - , subq_6.bookings + subq_8.listing__is_lux_latest + , subq_8.listing__capacity_latest + , subq_8.user__home_state_latest + , subq_8.listings FROM ( -- Join Standard Outputs SELECT - subq_2.listing AS listing - , subq_2.booking__is_instant AS booking__is_instant - , subq_5.is_lux_latest AS listing__is_lux_latest - , subq_5.capacity_latest AS listing__capacity_latest - , subq_2.bookings AS bookings + subq_5.user AS user + , subq_5.listing__is_lux_latest AS listing__is_lux_latest + , subq_5.listing__capacity_latest AS listing__capacity_latest + , subq_7.home_state_latest AS user__home_state_latest + , subq_5.listings AS listings FROM ( - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + -- Pass Only Elements: ['listings', 'listing__is_lux_latest', 'listing__capacity_latest', 'user'] SELECT - subq_1.listing - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.user + , subq_4.listing__is_lux_latest + , subq_4.listing__capacity_latest + , subq_4.listings FROM ( - -- Metric Time Dimension 'ds' - SELECT - subq_0.ds__day - , subq_0.ds__week - , subq_0.ds__month - , subq_0.ds__quarter - , subq_0.ds__year - , subq_0.ds__extract_year - , subq_0.ds__extract_quarter - , subq_0.ds__extract_month - , subq_0.ds__extract_day - , subq_0.ds__extract_dow - , subq_0.ds__extract_doy - , subq_0.ds_partitioned__day - , subq_0.ds_partitioned__week - , subq_0.ds_partitioned__month - , subq_0.ds_partitioned__quarter - , subq_0.ds_partitioned__year - , subq_0.ds_partitioned__extract_year - , subq_0.ds_partitioned__extract_quarter - , subq_0.ds_partitioned__extract_month - , subq_0.ds_partitioned__extract_day - , subq_0.ds_partitioned__extract_dow - , subq_0.ds_partitioned__extract_doy - , subq_0.paid_at__day - , subq_0.paid_at__week - , subq_0.paid_at__month - , subq_0.paid_at__quarter - , subq_0.paid_at__year - , subq_0.paid_at__extract_year - , subq_0.paid_at__extract_quarter - , subq_0.paid_at__extract_month - , subq_0.paid_at__extract_day - , subq_0.paid_at__extract_dow - , subq_0.paid_at__extract_doy - , subq_0.booking__ds__day - , subq_0.booking__ds__week - , subq_0.booking__ds__month - , subq_0.booking__ds__quarter - , subq_0.booking__ds__year - , subq_0.booking__ds__extract_year - , subq_0.booking__ds__extract_quarter - , subq_0.booking__ds__extract_month - , subq_0.booking__ds__extract_day - , subq_0.booking__ds__extract_dow - , subq_0.booking__ds__extract_doy - , subq_0.booking__ds_partitioned__day - , subq_0.booking__ds_partitioned__week - , subq_0.booking__ds_partitioned__month - , subq_0.booking__ds_partitioned__quarter - , subq_0.booking__ds_partitioned__year - , subq_0.booking__ds_partitioned__extract_year - , subq_0.booking__ds_partitioned__extract_quarter - , subq_0.booking__ds_partitioned__extract_month - , subq_0.booking__ds_partitioned__extract_day - , subq_0.booking__ds_partitioned__extract_dow - , subq_0.booking__ds_partitioned__extract_doy - , subq_0.booking__paid_at__day - , subq_0.booking__paid_at__week - , subq_0.booking__paid_at__month - , subq_0.booking__paid_at__quarter - , subq_0.booking__paid_at__year - , subq_0.booking__paid_at__extract_year - , subq_0.booking__paid_at__extract_quarter - , subq_0.booking__paid_at__extract_month - , subq_0.booking__paid_at__extract_day - , subq_0.booking__paid_at__extract_dow - , subq_0.booking__paid_at__extract_doy - , subq_0.ds__day AS metric_time__day - , subq_0.ds__week AS metric_time__week - , subq_0.ds__month AS metric_time__month - , subq_0.ds__quarter AS metric_time__quarter - , subq_0.ds__year AS metric_time__year - , subq_0.ds__extract_year AS metric_time__extract_year - , subq_0.ds__extract_quarter AS metric_time__extract_quarter - , subq_0.ds__extract_month AS metric_time__extract_month - , subq_0.ds__extract_day AS metric_time__extract_day - , subq_0.ds__extract_dow AS metric_time__extract_dow - , subq_0.ds__extract_doy AS metric_time__extract_doy - , subq_0.listing - , subq_0.guest - , subq_0.host - , subq_0.booking__listing - , subq_0.booking__guest - , subq_0.booking__host - , subq_0.is_instant - , subq_0.booking__is_instant - , subq_0.bookings - , subq_0.instant_bookings - , subq_0.booking_value - , subq_0.max_booking_value - , subq_0.min_booking_value - , subq_0.bookers - , subq_0.average_booking_value - , subq_0.referred_bookings - , subq_0.median_booking_value - , subq_0.booking_value_p99 - , subq_0.discrete_booking_value_p99 - , subq_0.approximate_continuous_booking_value_p99 - , subq_0.approximate_discrete_booking_value_p99 - FROM ( - -- Read Elements From Semantic Model 'bookings_source' - SELECT - 1 AS bookings - , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings - , bookings_source_src_28000.booking_value - , bookings_source_src_28000.booking_value AS max_booking_value - , bookings_source_src_28000.booking_value AS min_booking_value - , bookings_source_src_28000.guest_id AS bookers - , bookings_source_src_28000.booking_value AS average_booking_value - , bookings_source_src_28000.booking_value AS booking_payments - , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings - , bookings_source_src_28000.booking_value AS median_booking_value - , bookings_source_src_28000.booking_value AS booking_value_p99 - , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 - , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 - , bookings_source_src_28000.is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy - , bookings_source_src_28000.is_instant AS booking__is_instant - , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day - , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week - , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year - , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day - , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week - , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month - , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter - , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year - , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month - , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy - , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day - , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week - , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month - , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter - , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year - , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year - , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter - , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month - , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow - , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy - , bookings_source_src_28000.listing_id AS listing - , bookings_source_src_28000.guest_id AS guest - , bookings_source_src_28000.host_id AS host - , bookings_source_src_28000.listing_id AS booking__listing - , bookings_source_src_28000.guest_id AS booking__guest - , bookings_source_src_28000.host_id AS booking__host - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_0 - ) subq_1 - ) subq_2 - LEFT OUTER JOIN ( - -- Pass Only Elements: ['is_lux_latest', 'capacity_latest', 'listing', 'listing'] - SELECT - subq_4.listing - , subq_4.is_lux_latest - , subq_4.capacity_latest - FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE SELECT subq_3.ds__day , subq_3.ds__week @@ -289,17 +88,17 @@ FROM ( , subq_3.listing__created_at__extract_day , subq_3.listing__created_at__extract_dow , subq_3.listing__created_at__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy , subq_3.listing , subq_3.user , subq_3.listing__user @@ -313,75 +112,183 @@ FROM ( , subq_3.largest_listing , subq_3.smallest_listing FROM ( - -- Read Elements From Semantic Model 'listings_latest' + -- Metric Time Dimension 'ds' SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.created_at__day + , subq_2.created_at__week + , subq_2.created_at__month + , subq_2.created_at__quarter + , subq_2.created_at__year + , subq_2.created_at__extract_year + , subq_2.created_at__extract_quarter + , subq_2.created_at__extract_month + , subq_2.created_at__extract_day + , subq_2.created_at__extract_dow + , subq_2.created_at__extract_doy + , subq_2.listing__ds__day + , subq_2.listing__ds__week + , subq_2.listing__ds__month + , subq_2.listing__ds__quarter + , subq_2.listing__ds__year + , subq_2.listing__ds__extract_year + , subq_2.listing__ds__extract_quarter + , subq_2.listing__ds__extract_month + , subq_2.listing__ds__extract_day + , subq_2.listing__ds__extract_dow + , subq_2.listing__ds__extract_doy + , subq_2.listing__created_at__day + , subq_2.listing__created_at__week + , subq_2.listing__created_at__month + , subq_2.listing__created_at__quarter + , subq_2.listing__created_at__year + , subq_2.listing__created_at__extract_year + , subq_2.listing__created_at__extract_quarter + , subq_2.listing__created_at__extract_month + , subq_2.listing__created_at__extract_day + , subq_2.listing__created_at__extract_dow + , subq_2.listing__created_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.user + , subq_2.listing__user + , subq_2.country_latest + , subq_2.is_lux_latest + , subq_2.capacity_latest + , subq_2.listing__country_latest + , subq_2.listing__is_lux_latest + , subq_2.listing__capacity_latest + , subq_2.listings + , subq_2.largest_listing + , subq_2.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_2 ) subq_3 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 ) subq_4 ) subq_5 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['home_state_latest', 'user'] + SELECT + subq_6.user + , subq_6.home_state_latest + FROM ( + -- Read Elements From Semantic Model 'users_latest' + SELECT + DATE_TRUNC('day', users_latest_src_28000.ds) AS ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS ds_latest__extract_day + , EXTRACT(DAY_OF_WEEK FROM users_latest_src_28000.ds) AS ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS ds_latest__extract_doy + , users_latest_src_28000.home_state_latest + , DATE_TRUNC('day', users_latest_src_28000.ds) AS user__ds_latest__day + , DATE_TRUNC('week', users_latest_src_28000.ds) AS user__ds_latest__week + , DATE_TRUNC('month', users_latest_src_28000.ds) AS user__ds_latest__month + , DATE_TRUNC('quarter', users_latest_src_28000.ds) AS user__ds_latest__quarter + , DATE_TRUNC('year', users_latest_src_28000.ds) AS user__ds_latest__year + , EXTRACT(year FROM users_latest_src_28000.ds) AS user__ds_latest__extract_year + , EXTRACT(quarter FROM users_latest_src_28000.ds) AS user__ds_latest__extract_quarter + , EXTRACT(month FROM users_latest_src_28000.ds) AS user__ds_latest__extract_month + , EXTRACT(day FROM users_latest_src_28000.ds) AS user__ds_latest__extract_day + , EXTRACT(DAY_OF_WEEK FROM users_latest_src_28000.ds) AS user__ds_latest__extract_dow + , EXTRACT(doy FROM users_latest_src_28000.ds) AS user__ds_latest__extract_doy + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , users_latest_src_28000.user_id AS user + FROM ***************************.dim_users_latest users_latest_src_28000 + ) subq_6 + ) subq_7 ON - subq_2.listing = subq_5.listing - ) subq_6 - ) subq_7 + subq_5.user = subq_7.user + ) subq_8 + ) subq_9 WHERE listing__is_lux_latest OR listing__capacity_latest > 4 - ) subq_8 - ) subq_9 + ) subq_10 + ) subq_11 GROUP BY - subq_9.booking__is_instant -) subq_10 + subq_11.user__home_state_latest +) subq_12 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql index 98cc26bb70..76b28308ab 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_multiple_categorical_dimension_pushdown__plan0_optimized.sql @@ -1,33 +1,43 @@ -- Constrain Output with WHERE --- Pass Only Elements: ['bookings', 'booking__is_instant'] +-- Pass Only Elements: ['listings', 'user__home_state_latest'] -- Aggregate Measures -- Compute Metrics via Expressions SELECT - booking__is_instant - , SUM(bookings) AS bookings + user__home_state_latest + , SUM(listings) AS listings FROM ( -- Join Standard Outputs - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing__is_lux_latest', 'listing__capacity_latest'] + -- Pass Only Elements: ['listings', 'user__home_state_latest', 'listing__is_lux_latest', 'listing__capacity_latest'] SELECT - subq_13.booking__is_instant AS booking__is_instant - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , subq_13.bookings AS bookings + subq_16.listing__is_lux_latest AS listing__is_lux_latest + , subq_16.listing__capacity_latest AS listing__capacity_latest + , users_latest_src_28000.home_state_latest AS user__home_state_latest + , subq_16.listings AS listings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' - -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] + -- Constrain Output with WHERE + -- Pass Only Elements: ['listings', 'listing__is_lux_latest', 'listing__capacity_latest', 'user'] SELECT - listing_id AS listing - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_13 + subq_14.user + , listing__is_lux_latest + , listing__capacity_latest + , listings + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + -- Metric Time Dimension 'ds' + SELECT + user_id AS user + , is_lux AS listing__is_lux_latest + , capacity AS listing__capacity_latest + , 1 AS listings + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_14 + WHERE listing__is_lux_latest OR listing__capacity_latest > 4 + ) subq_16 LEFT OUTER JOIN - ***************************.dim_listings_latest listings_latest_src_28000 + ***************************.dim_users_latest users_latest_src_28000 ON - subq_13.listing = listings_latest_src_28000.listing_id -) subq_18 + subq_16.user = users_latest_src_28000.user_id +) subq_20 WHERE listing__is_lux_latest OR listing__capacity_latest > 4 GROUP BY - booking__is_instant + user__home_state_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_single_categorical_dimension_pushdown__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_single_categorical_dimension_pushdown__plan0.sql index 1a9c203c63..f257d9cbc3 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_single_categorical_dimension_pushdown__plan0.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_single_categorical_dimension_pushdown__plan0.sql @@ -1,244 +1,244 @@ -- Compute Metrics via Expressions SELECT - subq_17.listing__country_latest - , subq_17.bookings + subq_13.listing__country_latest + , subq_13.bookings FROM ( -- Aggregate Measures SELECT - subq_16.listing__country_latest - , SUM(subq_16.bookings) AS bookings + subq_12.listing__country_latest + , SUM(subq_12.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__country_latest'] SELECT - subq_15.listing__country_latest - , subq_15.bookings + subq_11.listing__country_latest + , subq_11.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_14.booking__is_instant - , subq_14.listing__country_latest - , subq_14.bookings + subq_10.booking__is_instant + , subq_10.listing__country_latest + , subq_10.bookings FROM ( -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] SELECT - subq_13.booking__is_instant - , subq_13.listing__country_latest - , subq_13.bookings + subq_9.booking__is_instant + , subq_9.listing__country_latest + , subq_9.bookings FROM ( -- Join Standard Outputs SELECT - subq_9.listing AS listing - , subq_9.booking__is_instant AS booking__is_instant - , subq_12.country_latest AS listing__country_latest - , subq_9.bookings AS bookings + subq_5.listing AS listing + , subq_5.booking__is_instant AS booking__is_instant + , subq_8.country_latest AS listing__country_latest + , subq_5.bookings AS bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] SELECT - subq_8.listing - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.listing + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -331,86 +331,86 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 LEFT OUTER JOIN ( -- Pass Only Elements: ['country_latest', 'listing'] SELECT - subq_11.listing - , subq_11.country_latest + subq_7.listing + , subq_7.country_latest FROM ( -- Metric Time Dimension 'ds' SELECT - subq_10.ds__day - , subq_10.ds__week - , subq_10.ds__month - , subq_10.ds__quarter - , subq_10.ds__year - , subq_10.ds__extract_year - , subq_10.ds__extract_quarter - , subq_10.ds__extract_month - , subq_10.ds__extract_day - , subq_10.ds__extract_dow - , subq_10.ds__extract_doy - , subq_10.created_at__day - , subq_10.created_at__week - , subq_10.created_at__month - , subq_10.created_at__quarter - , subq_10.created_at__year - , subq_10.created_at__extract_year - , subq_10.created_at__extract_quarter - , subq_10.created_at__extract_month - , subq_10.created_at__extract_day - , subq_10.created_at__extract_dow - , subq_10.created_at__extract_doy - , subq_10.listing__ds__day - , subq_10.listing__ds__week - , subq_10.listing__ds__month - , subq_10.listing__ds__quarter - , subq_10.listing__ds__year - , subq_10.listing__ds__extract_year - , subq_10.listing__ds__extract_quarter - , subq_10.listing__ds__extract_month - , subq_10.listing__ds__extract_day - , subq_10.listing__ds__extract_dow - , subq_10.listing__ds__extract_doy - , subq_10.listing__created_at__day - , subq_10.listing__created_at__week - , subq_10.listing__created_at__month - , subq_10.listing__created_at__quarter - , subq_10.listing__created_at__year - , subq_10.listing__created_at__extract_year - , subq_10.listing__created_at__extract_quarter - , subq_10.listing__created_at__extract_month - , subq_10.listing__created_at__extract_day - , subq_10.listing__created_at__extract_dow - , subq_10.listing__created_at__extract_doy - , subq_10.ds__day AS metric_time__day - , subq_10.ds__week AS metric_time__week - , subq_10.ds__month AS metric_time__month - , subq_10.ds__quarter AS metric_time__quarter - , subq_10.ds__year AS metric_time__year - , subq_10.ds__extract_year AS metric_time__extract_year - , subq_10.ds__extract_quarter AS metric_time__extract_quarter - , subq_10.ds__extract_month AS metric_time__extract_month - , subq_10.ds__extract_day AS metric_time__extract_day - , subq_10.ds__extract_dow AS metric_time__extract_dow - , subq_10.ds__extract_doy AS metric_time__extract_doy - , subq_10.listing - , subq_10.user - , subq_10.listing__user - , subq_10.country_latest - , subq_10.is_lux_latest - , subq_10.capacity_latest - , subq_10.listing__country_latest - , subq_10.listing__is_lux_latest - , subq_10.listing__capacity_latest - , subq_10.listings - , subq_10.largest_listing - , subq_10.smallest_listing + subq_6.ds__day + , subq_6.ds__week + , subq_6.ds__month + , subq_6.ds__quarter + , subq_6.ds__year + , subq_6.ds__extract_year + , subq_6.ds__extract_quarter + , subq_6.ds__extract_month + , subq_6.ds__extract_day + , subq_6.ds__extract_dow + , subq_6.ds__extract_doy + , subq_6.created_at__day + , subq_6.created_at__week + , subq_6.created_at__month + , subq_6.created_at__quarter + , subq_6.created_at__year + , subq_6.created_at__extract_year + , subq_6.created_at__extract_quarter + , subq_6.created_at__extract_month + , subq_6.created_at__extract_day + , subq_6.created_at__extract_dow + , subq_6.created_at__extract_doy + , subq_6.listing__ds__day + , subq_6.listing__ds__week + , subq_6.listing__ds__month + , subq_6.listing__ds__quarter + , subq_6.listing__ds__year + , subq_6.listing__ds__extract_year + , subq_6.listing__ds__extract_quarter + , subq_6.listing__ds__extract_month + , subq_6.listing__ds__extract_day + , subq_6.listing__ds__extract_dow + , subq_6.listing__ds__extract_doy + , subq_6.listing__created_at__day + , subq_6.listing__created_at__week + , subq_6.listing__created_at__month + , subq_6.listing__created_at__quarter + , subq_6.listing__created_at__year + , subq_6.listing__created_at__extract_year + , subq_6.listing__created_at__extract_quarter + , subq_6.listing__created_at__extract_month + , subq_6.listing__created_at__extract_day + , subq_6.listing__created_at__extract_dow + , subq_6.listing__created_at__extract_doy + , subq_6.ds__day AS metric_time__day + , subq_6.ds__week AS metric_time__week + , subq_6.ds__month AS metric_time__month + , subq_6.ds__quarter AS metric_time__quarter + , subq_6.ds__year AS metric_time__year + , subq_6.ds__extract_year AS metric_time__extract_year + , subq_6.ds__extract_quarter AS metric_time__extract_quarter + , subq_6.ds__extract_month AS metric_time__extract_month + , subq_6.ds__extract_day AS metric_time__extract_day + , subq_6.ds__extract_dow AS metric_time__extract_dow + , subq_6.ds__extract_doy AS metric_time__extract_doy + , subq_6.listing + , subq_6.user + , subq_6.listing__user + , subq_6.country_latest + , subq_6.is_lux_latest + , subq_6.capacity_latest + , subq_6.listing__country_latest + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.listings + , subq_6.largest_listing + , subq_6.smallest_listing FROM ( -- Read Elements From Semantic Model 'listings_latest' SELECT @@ -471,16 +471,16 @@ FROM ( , listings_latest_src_28000.user_id AS user , listings_latest_src_28000.user_id AS listing__user FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_10 - ) subq_11 - ) subq_12 + ) subq_6 + ) subq_7 + ) subq_8 ON - subq_9.listing = subq_12.listing - ) subq_13 - ) subq_14 + subq_5.listing = subq_8.listing + ) subq_9 + ) subq_10 WHERE booking__is_instant - ) subq_15 - ) subq_16 + ) subq_11 + ) subq_12 GROUP BY - subq_16.listing__country_latest -) subq_17 + subq_12.listing__country_latest +) subq_13 diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_single_categorical_dimension_pushdown__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_single_categorical_dimension_pushdown__plan0_optimized.sql index b0a46663de..e1420879c4 100644 --- a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_single_categorical_dimension_pushdown__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_single_categorical_dimension_pushdown__plan0_optimized.sql @@ -9,9 +9,9 @@ FROM ( -- Join Standard Outputs -- Pass Only Elements: ['bookings', 'listing__country_latest', 'booking__is_instant'] SELECT - subq_21.booking__is_instant AS booking__is_instant + subq_17.booking__is_instant AS booking__is_instant , listings_latest_src_28000.country AS listing__country_latest - , subq_21.bookings AS bookings + , subq_17.bookings AS bookings FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'listing'] @@ -27,14 +27,14 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_19 + ) subq_15 WHERE booking__is_instant - ) subq_21 + ) subq_17 LEFT OUTER JOIN ***************************.dim_listings_latest listings_latest_src_28000 ON - subq_21.listing = listings_latest_src_28000.listing_id -) subq_26 + subq_17.listing = listings_latest_src_28000.listing_id +) subq_22 WHERE booking__is_instant GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_distinct_values__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_distinct_values__plan0.sql index 24ab1fcf25..d6107b7b08 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_distinct_values__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_distinct_values__plan0.sql @@ -1,195 +1,134 @@ -- Order By ['listing__country_latest'] Limit 100 SELECT - subq_5.listing__country_latest + subq_2.listing__country_latest FROM ( -- Pass Only Elements: ['listing__country_latest',] SELECT - subq_4.listing__country_latest + subq_1.listing__country_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.created_at__day + , subq_0.created_at__week + , subq_0.created_at__month + , subq_0.created_at__quarter + , subq_0.created_at__year + , subq_0.created_at__extract_year + , subq_0.created_at__extract_quarter + , subq_0.created_at__extract_month + , subq_0.created_at__extract_day + , subq_0.created_at__extract_dow + , subq_0.created_at__extract_doy + , subq_0.listing__ds__day + , subq_0.listing__ds__week + , subq_0.listing__ds__month + , subq_0.listing__ds__quarter + , subq_0.listing__ds__year + , subq_0.listing__ds__extract_year + , subq_0.listing__ds__extract_quarter + , subq_0.listing__ds__extract_month + , subq_0.listing__ds__extract_day + , subq_0.listing__ds__extract_dow + , subq_0.listing__ds__extract_doy + , subq_0.listing__created_at__day + , subq_0.listing__created_at__week + , subq_0.listing__created_at__month + , subq_0.listing__created_at__quarter + , subq_0.listing__created_at__year + , subq_0.listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month + , subq_0.listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy + , subq_0.listing + , subq_0.user + , subq_0.listing__user + , subq_0.country_latest + , subq_0.is_lux_latest + , subq_0.capacity_latest + , subq_0.listing__country_latest + , subq_0.listing__is_lux_latest + , subq_0.listing__capacity_latest + , subq_0.listings + , subq_0.largest_listing + , subq_0.smallest_listing FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - subq_2.ds__day - , subq_2.ds__week - , subq_2.ds__month - , subq_2.ds__quarter - , subq_2.ds__year - , subq_2.ds__extract_year - , subq_2.ds__extract_quarter - , subq_2.ds__extract_month - , subq_2.ds__extract_day - , subq_2.ds__extract_dow - , subq_2.ds__extract_doy - , subq_2.created_at__day - , subq_2.created_at__week - , subq_2.created_at__month - , subq_2.created_at__quarter - , subq_2.created_at__year - , subq_2.created_at__extract_year - , subq_2.created_at__extract_quarter - , subq_2.created_at__extract_month - , subq_2.created_at__extract_day - , subq_2.created_at__extract_dow - , subq_2.created_at__extract_doy - , subq_2.listing__ds__day - , subq_2.listing__ds__week - , subq_2.listing__ds__month - , subq_2.listing__ds__quarter - , subq_2.listing__ds__year - , subq_2.listing__ds__extract_year - , subq_2.listing__ds__extract_quarter - , subq_2.listing__ds__extract_month - , subq_2.listing__ds__extract_day - , subq_2.listing__ds__extract_dow - , subq_2.listing__ds__extract_doy - , subq_2.listing__created_at__day - , subq_2.listing__created_at__week - , subq_2.listing__created_at__month - , subq_2.listing__created_at__quarter - , subq_2.listing__created_at__year - , subq_2.listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month - , subq_2.listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy - , subq_2.listing - , subq_2.user - , subq_2.listing__user - , subq_2.country_latest - , subq_2.is_lux_latest - , subq_2.capacity_latest - , subq_2.listing__country_latest - , subq_2.listing__is_lux_latest - , subq_2.listing__capacity_latest - , subq_2.listings - , subq_2.largest_listing - , subq_2.smallest_listing - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS ds__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS ds__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS ds__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS ds__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS ds__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS created_at__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS created_at__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS created_at__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS created_at__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS created_at__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__ds__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__ds__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__ds__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__ds__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__ds__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__created_at__day - , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__created_at__week - , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__created_at__month - , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__created_at__quarter - , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__created_at__extract_dow - , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 - WHERE listing__country_latest = 'us' - ) subq_3 + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_0 WHERE listing__country_latest = 'us' - ) subq_4 + ) subq_1 GROUP BY listing__country_latest -) subq_5 -ORDER BY subq_5.listing__country_latest DESC +) subq_2 +ORDER BY subq_2.listing__country_latest DESC LIMIT 100 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_distinct_values__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_distinct_values__plan0_optimized.sql index 76e6591b6c..1653ada5bd 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_distinct_values__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_distinct_values__plan0_optimized.sql @@ -4,17 +4,11 @@ SELECT listing__country_latest FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - listing__country_latest - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - country AS listing__country_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_6 - WHERE listing__country_latest = 'us' -) subq_7 + country AS listing__country_latest + FROM ***************************.dim_listings_latest listings_latest_src_28000 +) subq_3 WHERE listing__country_latest = 'us' GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_reused_measure__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_reused_measure__plan0.sql index 81a93b70d6..2fb9e4a352 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_reused_measure__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_reused_measure__plan0.sql @@ -1,242 +1,242 @@ -- Compute Metrics via Expressions SELECT - subq_19.metric_time__day - , CAST(subq_19.booking_value_with_is_instant_constraint AS FLOAT64) / CAST(NULLIF(subq_19.booking_value, 0) AS FLOAT64) AS instant_booking_value_ratio + subq_15.metric_time__day + , CAST(subq_15.booking_value_with_is_instant_constraint AS FLOAT64) / CAST(NULLIF(subq_15.booking_value, 0) AS FLOAT64) AS instant_booking_value_ratio FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day - , MAX(subq_13.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_18.booking_value) AS booking_value + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) AS metric_time__day + , MAX(subq_9.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_14.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , subq_12.booking_value AS booking_value_with_is_instant_constraint + subq_8.metric_time__day + , subq_8.booking_value AS booking_value_with_is_instant_constraint FROM ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.booking_value) AS booking_value + subq_7.metric_time__day + , SUM(subq_7.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.booking_value + subq_6.metric_time__day + , subq_6.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.booking_value + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.booking_value + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -329,134 +329,134 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY metric_time__day - ) subq_12 - ) subq_13 + ) subq_8 + ) subq_9 FULL OUTER JOIN ( -- Compute Metrics via Expressions SELECT - subq_17.metric_time__day - , subq_17.booking_value + subq_13.metric_time__day + , subq_13.booking_value FROM ( -- Aggregate Measures SELECT - subq_16.metric_time__day - , SUM(subq_16.booking_value) AS booking_value + subq_12.metric_time__day + , SUM(subq_12.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_15.metric_time__day - , subq_15.booking_value + subq_11.metric_time__day + , subq_11.booking_value FROM ( -- Metric Time Dimension 'ds' SELECT - subq_14.ds__day - , subq_14.ds__week - , subq_14.ds__month - , subq_14.ds__quarter - , subq_14.ds__year - , subq_14.ds__extract_year - , subq_14.ds__extract_quarter - , subq_14.ds__extract_month - , subq_14.ds__extract_day - , subq_14.ds__extract_dow - , subq_14.ds__extract_doy - , subq_14.ds_partitioned__day - , subq_14.ds_partitioned__week - , subq_14.ds_partitioned__month - , subq_14.ds_partitioned__quarter - , subq_14.ds_partitioned__year - , subq_14.ds_partitioned__extract_year - , subq_14.ds_partitioned__extract_quarter - , subq_14.ds_partitioned__extract_month - , subq_14.ds_partitioned__extract_day - , subq_14.ds_partitioned__extract_dow - , subq_14.ds_partitioned__extract_doy - , subq_14.paid_at__day - , subq_14.paid_at__week - , subq_14.paid_at__month - , subq_14.paid_at__quarter - , subq_14.paid_at__year - , subq_14.paid_at__extract_year - , subq_14.paid_at__extract_quarter - , subq_14.paid_at__extract_month - , subq_14.paid_at__extract_day - , subq_14.paid_at__extract_dow - , subq_14.paid_at__extract_doy - , subq_14.booking__ds__day - , subq_14.booking__ds__week - , subq_14.booking__ds__month - , subq_14.booking__ds__quarter - , subq_14.booking__ds__year - , subq_14.booking__ds__extract_year - , subq_14.booking__ds__extract_quarter - , subq_14.booking__ds__extract_month - , subq_14.booking__ds__extract_day - , subq_14.booking__ds__extract_dow - , subq_14.booking__ds__extract_doy - , subq_14.booking__ds_partitioned__day - , subq_14.booking__ds_partitioned__week - , subq_14.booking__ds_partitioned__month - , subq_14.booking__ds_partitioned__quarter - , subq_14.booking__ds_partitioned__year - , subq_14.booking__ds_partitioned__extract_year - , subq_14.booking__ds_partitioned__extract_quarter - , subq_14.booking__ds_partitioned__extract_month - , subq_14.booking__ds_partitioned__extract_day - , subq_14.booking__ds_partitioned__extract_dow - , subq_14.booking__ds_partitioned__extract_doy - , subq_14.booking__paid_at__day - , subq_14.booking__paid_at__week - , subq_14.booking__paid_at__month - , subq_14.booking__paid_at__quarter - , subq_14.booking__paid_at__year - , subq_14.booking__paid_at__extract_year - , subq_14.booking__paid_at__extract_quarter - , subq_14.booking__paid_at__extract_month - , subq_14.booking__paid_at__extract_day - , subq_14.booking__paid_at__extract_dow - , subq_14.booking__paid_at__extract_doy - , subq_14.ds__day AS metric_time__day - , subq_14.ds__week AS metric_time__week - , subq_14.ds__month AS metric_time__month - , subq_14.ds__quarter AS metric_time__quarter - , subq_14.ds__year AS metric_time__year - , subq_14.ds__extract_year AS metric_time__extract_year - , subq_14.ds__extract_quarter AS metric_time__extract_quarter - , subq_14.ds__extract_month AS metric_time__extract_month - , subq_14.ds__extract_day AS metric_time__extract_day - , subq_14.ds__extract_dow AS metric_time__extract_dow - , subq_14.ds__extract_doy AS metric_time__extract_doy - , subq_14.listing - , subq_14.guest - , subq_14.host - , subq_14.booking__listing - , subq_14.booking__guest - , subq_14.booking__host - , subq_14.is_instant - , subq_14.booking__is_instant - , subq_14.bookings - , subq_14.instant_bookings - , subq_14.booking_value - , subq_14.max_booking_value - , subq_14.min_booking_value - , subq_14.bookers - , subq_14.average_booking_value - , subq_14.referred_bookings - , subq_14.median_booking_value - , subq_14.booking_value_p99 - , subq_14.discrete_booking_value_p99 - , subq_14.approximate_continuous_booking_value_p99 - , subq_14.approximate_discrete_booking_value_p99 + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.paid_at__day + , subq_10.paid_at__week + , subq_10.paid_at__month + , subq_10.paid_at__quarter + , subq_10.paid_at__year + , subq_10.paid_at__extract_year + , subq_10.paid_at__extract_quarter + , subq_10.paid_at__extract_month + , subq_10.paid_at__extract_day + , subq_10.paid_at__extract_dow + , subq_10.paid_at__extract_doy + , subq_10.booking__ds__day + , subq_10.booking__ds__week + , subq_10.booking__ds__month + , subq_10.booking__ds__quarter + , subq_10.booking__ds__year + , subq_10.booking__ds__extract_year + , subq_10.booking__ds__extract_quarter + , subq_10.booking__ds__extract_month + , subq_10.booking__ds__extract_day + , subq_10.booking__ds__extract_dow + , subq_10.booking__ds__extract_doy + , subq_10.booking__ds_partitioned__day + , subq_10.booking__ds_partitioned__week + , subq_10.booking__ds_partitioned__month + , subq_10.booking__ds_partitioned__quarter + , subq_10.booking__ds_partitioned__year + , subq_10.booking__ds_partitioned__extract_year + , subq_10.booking__ds_partitioned__extract_quarter + , subq_10.booking__ds_partitioned__extract_month + , subq_10.booking__ds_partitioned__extract_day + , subq_10.booking__ds_partitioned__extract_dow + , subq_10.booking__ds_partitioned__extract_doy + , subq_10.booking__paid_at__day + , subq_10.booking__paid_at__week + , subq_10.booking__paid_at__month + , subq_10.booking__paid_at__quarter + , subq_10.booking__paid_at__year + , subq_10.booking__paid_at__extract_year + , subq_10.booking__paid_at__extract_quarter + , subq_10.booking__paid_at__extract_month + , subq_10.booking__paid_at__extract_day + , subq_10.booking__paid_at__extract_dow + , subq_10.booking__paid_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.guest + , subq_10.host + , subq_10.booking__listing + , subq_10.booking__guest + , subq_10.booking__host + , subq_10.is_instant + , subq_10.booking__is_instant + , subq_10.bookings + , subq_10.instant_bookings + , subq_10.booking_value + , subq_10.max_booking_value + , subq_10.min_booking_value + , subq_10.bookers + , subq_10.average_booking_value + , subq_10.referred_bookings + , subq_10.median_booking_value + , subq_10.booking_value_p99 + , subq_10.discrete_booking_value_p99 + , subq_10.approximate_continuous_booking_value_p99 + , subq_10.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -549,15 +549,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_14 - ) subq_15 - ) subq_16 + ) subq_10 + ) subq_11 + ) subq_12 GROUP BY metric_time__day - ) subq_17 - ) subq_18 + ) subq_13 + ) subq_14 ON - subq_13.metric_time__day = subq_18.metric_time__day + subq_9.metric_time__day = subq_14.metric_time__day GROUP BY metric_time__day -) subq_19 +) subq_15 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_reused_measure__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_reused_measure__plan0_optimized.sql index aa4a53c750..3969c34776 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_reused_measure__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_reused_measure__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day - , MAX(subq_27.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_32.booking_value) AS booking_value + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) AS metric_time__day + , MAX(subq_23.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_28.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'metric_time__day'] @@ -31,13 +31,13 @@ FROM ( , is_instant AS booking__is_instant , booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_21 + ) subq_17 WHERE booking__is_instant - ) subq_23 + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_27 + ) subq_23 FULL OUTER JOIN ( -- Read Elements From Semantic Model 'bookings_source' -- Metric Time Dimension 'ds' @@ -50,9 +50,9 @@ FROM ( FROM ***************************.fct_bookings bookings_source_src_28000 GROUP BY metric_time__day - ) subq_32 + ) subq_28 ON - subq_27.metric_time__day = subq_32.metric_time__day + subq_23.metric_time__day = subq_28.metric_time__day GROUP BY metric_time__day -) subq_33 +) subq_29 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_single_expr_and_alias__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_single_expr_and_alias__plan0.sql index 5a9d45cd51..889072cddd 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_single_expr_and_alias__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_single_expr_and_alias__plan0.sql @@ -1,236 +1,236 @@ -- Compute Metrics via Expressions SELECT - subq_13.metric_time__day + subq_9.metric_time__day , delayed_bookings * 2 AS double_counted_delayed_bookings FROM ( -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , subq_12.bookings AS delayed_bookings + subq_8.metric_time__day + , subq_8.bookings AS delayed_bookings FROM ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -323,15 +323,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE NOT booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE NOT booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY metric_time__day - ) subq_12 -) subq_13 + ) subq_8 +) subq_9 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql index 03657217d5..b995d87ede 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql @@ -25,10 +25,10 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_15 + ) subq_11 WHERE NOT booking__is_instant - ) subq_17 + ) subq_13 WHERE NOT booking__is_instant GROUP BY metric_time__day -) subq_21 +) subq_17 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_distinct_values__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_distinct_values__plan0.sql index ec223f9e50..e9ee0c5d30 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_distinct_values__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_distinct_values__plan0.sql @@ -1,195 +1,134 @@ -- Order By ['listing__country_latest'] Limit 100 SELECT - subq_5.listing__country_latest + subq_2.listing__country_latest FROM ( -- Pass Only Elements: ['listing__country_latest',] SELECT - subq_4.listing__country_latest + subq_1.listing__country_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.created_at__day + , subq_0.created_at__week + , subq_0.created_at__month + , subq_0.created_at__quarter + , subq_0.created_at__year + , subq_0.created_at__extract_year + , subq_0.created_at__extract_quarter + , subq_0.created_at__extract_month + , subq_0.created_at__extract_day + , subq_0.created_at__extract_dow + , subq_0.created_at__extract_doy + , subq_0.listing__ds__day + , subq_0.listing__ds__week + , subq_0.listing__ds__month + , subq_0.listing__ds__quarter + , subq_0.listing__ds__year + , subq_0.listing__ds__extract_year + , subq_0.listing__ds__extract_quarter + , subq_0.listing__ds__extract_month + , subq_0.listing__ds__extract_day + , subq_0.listing__ds__extract_dow + , subq_0.listing__ds__extract_doy + , subq_0.listing__created_at__day + , subq_0.listing__created_at__week + , subq_0.listing__created_at__month + , subq_0.listing__created_at__quarter + , subq_0.listing__created_at__year + , subq_0.listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month + , subq_0.listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy + , subq_0.listing + , subq_0.user + , subq_0.listing__user + , subq_0.country_latest + , subq_0.is_lux_latest + , subq_0.capacity_latest + , subq_0.listing__country_latest + , subq_0.listing__is_lux_latest + , subq_0.listing__capacity_latest + , subq_0.listings + , subq_0.largest_listing + , subq_0.smallest_listing FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - subq_2.ds__day - , subq_2.ds__week - , subq_2.ds__month - , subq_2.ds__quarter - , subq_2.ds__year - , subq_2.ds__extract_year - , subq_2.ds__extract_quarter - , subq_2.ds__extract_month - , subq_2.ds__extract_day - , subq_2.ds__extract_dow - , subq_2.ds__extract_doy - , subq_2.created_at__day - , subq_2.created_at__week - , subq_2.created_at__month - , subq_2.created_at__quarter - , subq_2.created_at__year - , subq_2.created_at__extract_year - , subq_2.created_at__extract_quarter - , subq_2.created_at__extract_month - , subq_2.created_at__extract_day - , subq_2.created_at__extract_dow - , subq_2.created_at__extract_doy - , subq_2.listing__ds__day - , subq_2.listing__ds__week - , subq_2.listing__ds__month - , subq_2.listing__ds__quarter - , subq_2.listing__ds__year - , subq_2.listing__ds__extract_year - , subq_2.listing__ds__extract_quarter - , subq_2.listing__ds__extract_month - , subq_2.listing__ds__extract_day - , subq_2.listing__ds__extract_dow - , subq_2.listing__ds__extract_doy - , subq_2.listing__created_at__day - , subq_2.listing__created_at__week - , subq_2.listing__created_at__month - , subq_2.listing__created_at__quarter - , subq_2.listing__created_at__year - , subq_2.listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month - , subq_2.listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy - , subq_2.listing - , subq_2.user - , subq_2.listing__user - , subq_2.country_latest - , subq_2.is_lux_latest - , subq_2.capacity_latest - , subq_2.listing__country_latest - , subq_2.listing__is_lux_latest - , subq_2.listing__capacity_latest - , subq_2.listings - , subq_2.largest_listing - , subq_2.smallest_listing - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 - WHERE listing__country_latest = 'us' - ) subq_3 + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_0 WHERE listing__country_latest = 'us' - ) subq_4 + ) subq_1 GROUP BY - subq_4.listing__country_latest -) subq_5 -ORDER BY subq_5.listing__country_latest DESC + subq_1.listing__country_latest +) subq_2 +ORDER BY subq_2.listing__country_latest DESC LIMIT 100 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_distinct_values__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_distinct_values__plan0_optimized.sql index 76e6591b6c..1653ada5bd 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_distinct_values__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_distinct_values__plan0_optimized.sql @@ -4,17 +4,11 @@ SELECT listing__country_latest FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - listing__country_latest - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - country AS listing__country_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_6 - WHERE listing__country_latest = 'us' -) subq_7 + country AS listing__country_latest + FROM ***************************.dim_listings_latest listings_latest_src_28000 +) subq_3 WHERE listing__country_latest = 'us' GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_reused_measure__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_reused_measure__plan0.sql index ddc3216f51..98239358a2 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_reused_measure__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_reused_measure__plan0.sql @@ -1,242 +1,242 @@ -- Compute Metrics via Expressions SELECT - subq_19.metric_time__day - , CAST(subq_19.booking_value_with_is_instant_constraint AS DOUBLE) / CAST(NULLIF(subq_19.booking_value, 0) AS DOUBLE) AS instant_booking_value_ratio + subq_15.metric_time__day + , CAST(subq_15.booking_value_with_is_instant_constraint AS DOUBLE) / CAST(NULLIF(subq_15.booking_value, 0) AS DOUBLE) AS instant_booking_value_ratio FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day - , MAX(subq_13.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_18.booking_value) AS booking_value + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) AS metric_time__day + , MAX(subq_9.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_14.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , subq_12.booking_value AS booking_value_with_is_instant_constraint + subq_8.metric_time__day + , subq_8.booking_value AS booking_value_with_is_instant_constraint FROM ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.booking_value) AS booking_value + subq_7.metric_time__day + , SUM(subq_7.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.booking_value + subq_6.metric_time__day + , subq_6.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.booking_value + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.booking_value + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -329,134 +329,134 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 - ) subq_13 + subq_7.metric_time__day + ) subq_8 + ) subq_9 FULL OUTER JOIN ( -- Compute Metrics via Expressions SELECT - subq_17.metric_time__day - , subq_17.booking_value + subq_13.metric_time__day + , subq_13.booking_value FROM ( -- Aggregate Measures SELECT - subq_16.metric_time__day - , SUM(subq_16.booking_value) AS booking_value + subq_12.metric_time__day + , SUM(subq_12.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_15.metric_time__day - , subq_15.booking_value + subq_11.metric_time__day + , subq_11.booking_value FROM ( -- Metric Time Dimension 'ds' SELECT - subq_14.ds__day - , subq_14.ds__week - , subq_14.ds__month - , subq_14.ds__quarter - , subq_14.ds__year - , subq_14.ds__extract_year - , subq_14.ds__extract_quarter - , subq_14.ds__extract_month - , subq_14.ds__extract_day - , subq_14.ds__extract_dow - , subq_14.ds__extract_doy - , subq_14.ds_partitioned__day - , subq_14.ds_partitioned__week - , subq_14.ds_partitioned__month - , subq_14.ds_partitioned__quarter - , subq_14.ds_partitioned__year - , subq_14.ds_partitioned__extract_year - , subq_14.ds_partitioned__extract_quarter - , subq_14.ds_partitioned__extract_month - , subq_14.ds_partitioned__extract_day - , subq_14.ds_partitioned__extract_dow - , subq_14.ds_partitioned__extract_doy - , subq_14.paid_at__day - , subq_14.paid_at__week - , subq_14.paid_at__month - , subq_14.paid_at__quarter - , subq_14.paid_at__year - , subq_14.paid_at__extract_year - , subq_14.paid_at__extract_quarter - , subq_14.paid_at__extract_month - , subq_14.paid_at__extract_day - , subq_14.paid_at__extract_dow - , subq_14.paid_at__extract_doy - , subq_14.booking__ds__day - , subq_14.booking__ds__week - , subq_14.booking__ds__month - , subq_14.booking__ds__quarter - , subq_14.booking__ds__year - , subq_14.booking__ds__extract_year - , subq_14.booking__ds__extract_quarter - , subq_14.booking__ds__extract_month - , subq_14.booking__ds__extract_day - , subq_14.booking__ds__extract_dow - , subq_14.booking__ds__extract_doy - , subq_14.booking__ds_partitioned__day - , subq_14.booking__ds_partitioned__week - , subq_14.booking__ds_partitioned__month - , subq_14.booking__ds_partitioned__quarter - , subq_14.booking__ds_partitioned__year - , subq_14.booking__ds_partitioned__extract_year - , subq_14.booking__ds_partitioned__extract_quarter - , subq_14.booking__ds_partitioned__extract_month - , subq_14.booking__ds_partitioned__extract_day - , subq_14.booking__ds_partitioned__extract_dow - , subq_14.booking__ds_partitioned__extract_doy - , subq_14.booking__paid_at__day - , subq_14.booking__paid_at__week - , subq_14.booking__paid_at__month - , subq_14.booking__paid_at__quarter - , subq_14.booking__paid_at__year - , subq_14.booking__paid_at__extract_year - , subq_14.booking__paid_at__extract_quarter - , subq_14.booking__paid_at__extract_month - , subq_14.booking__paid_at__extract_day - , subq_14.booking__paid_at__extract_dow - , subq_14.booking__paid_at__extract_doy - , subq_14.ds__day AS metric_time__day - , subq_14.ds__week AS metric_time__week - , subq_14.ds__month AS metric_time__month - , subq_14.ds__quarter AS metric_time__quarter - , subq_14.ds__year AS metric_time__year - , subq_14.ds__extract_year AS metric_time__extract_year - , subq_14.ds__extract_quarter AS metric_time__extract_quarter - , subq_14.ds__extract_month AS metric_time__extract_month - , subq_14.ds__extract_day AS metric_time__extract_day - , subq_14.ds__extract_dow AS metric_time__extract_dow - , subq_14.ds__extract_doy AS metric_time__extract_doy - , subq_14.listing - , subq_14.guest - , subq_14.host - , subq_14.booking__listing - , subq_14.booking__guest - , subq_14.booking__host - , subq_14.is_instant - , subq_14.booking__is_instant - , subq_14.bookings - , subq_14.instant_bookings - , subq_14.booking_value - , subq_14.max_booking_value - , subq_14.min_booking_value - , subq_14.bookers - , subq_14.average_booking_value - , subq_14.referred_bookings - , subq_14.median_booking_value - , subq_14.booking_value_p99 - , subq_14.discrete_booking_value_p99 - , subq_14.approximate_continuous_booking_value_p99 - , subq_14.approximate_discrete_booking_value_p99 + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.paid_at__day + , subq_10.paid_at__week + , subq_10.paid_at__month + , subq_10.paid_at__quarter + , subq_10.paid_at__year + , subq_10.paid_at__extract_year + , subq_10.paid_at__extract_quarter + , subq_10.paid_at__extract_month + , subq_10.paid_at__extract_day + , subq_10.paid_at__extract_dow + , subq_10.paid_at__extract_doy + , subq_10.booking__ds__day + , subq_10.booking__ds__week + , subq_10.booking__ds__month + , subq_10.booking__ds__quarter + , subq_10.booking__ds__year + , subq_10.booking__ds__extract_year + , subq_10.booking__ds__extract_quarter + , subq_10.booking__ds__extract_month + , subq_10.booking__ds__extract_day + , subq_10.booking__ds__extract_dow + , subq_10.booking__ds__extract_doy + , subq_10.booking__ds_partitioned__day + , subq_10.booking__ds_partitioned__week + , subq_10.booking__ds_partitioned__month + , subq_10.booking__ds_partitioned__quarter + , subq_10.booking__ds_partitioned__year + , subq_10.booking__ds_partitioned__extract_year + , subq_10.booking__ds_partitioned__extract_quarter + , subq_10.booking__ds_partitioned__extract_month + , subq_10.booking__ds_partitioned__extract_day + , subq_10.booking__ds_partitioned__extract_dow + , subq_10.booking__ds_partitioned__extract_doy + , subq_10.booking__paid_at__day + , subq_10.booking__paid_at__week + , subq_10.booking__paid_at__month + , subq_10.booking__paid_at__quarter + , subq_10.booking__paid_at__year + , subq_10.booking__paid_at__extract_year + , subq_10.booking__paid_at__extract_quarter + , subq_10.booking__paid_at__extract_month + , subq_10.booking__paid_at__extract_day + , subq_10.booking__paid_at__extract_dow + , subq_10.booking__paid_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.guest + , subq_10.host + , subq_10.booking__listing + , subq_10.booking__guest + , subq_10.booking__host + , subq_10.is_instant + , subq_10.booking__is_instant + , subq_10.bookings + , subq_10.instant_bookings + , subq_10.booking_value + , subq_10.max_booking_value + , subq_10.min_booking_value + , subq_10.bookers + , subq_10.average_booking_value + , subq_10.referred_bookings + , subq_10.median_booking_value + , subq_10.booking_value_p99 + , subq_10.discrete_booking_value_p99 + , subq_10.approximate_continuous_booking_value_p99 + , subq_10.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -549,15 +549,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_14 - ) subq_15 - ) subq_16 + ) subq_10 + ) subq_11 + ) subq_12 GROUP BY - subq_16.metric_time__day - ) subq_17 - ) subq_18 + subq_12.metric_time__day + ) subq_13 + ) subq_14 ON - subq_13.metric_time__day = subq_18.metric_time__day + subq_9.metric_time__day = subq_14.metric_time__day GROUP BY - COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) -) subq_19 + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) +) subq_15 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_reused_measure__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_reused_measure__plan0_optimized.sql index f0def82955..b3f811ac19 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_reused_measure__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_reused_measure__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day - , MAX(subq_27.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_32.booking_value) AS booking_value + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) AS metric_time__day + , MAX(subq_23.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_28.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'metric_time__day'] @@ -31,13 +31,13 @@ FROM ( , is_instant AS booking__is_instant , booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_21 + ) subq_17 WHERE booking__is_instant - ) subq_23 + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_27 + ) subq_23 FULL OUTER JOIN ( -- Read Elements From Semantic Model 'bookings_source' -- Metric Time Dimension 'ds' @@ -50,9 +50,9 @@ FROM ( FROM ***************************.fct_bookings bookings_source_src_28000 GROUP BY DATE_TRUNC('day', ds) - ) subq_32 + ) subq_28 ON - subq_27.metric_time__day = subq_32.metric_time__day + subq_23.metric_time__day = subq_28.metric_time__day GROUP BY - COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) -) subq_33 + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) +) subq_29 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_single_expr_and_alias__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_single_expr_and_alias__plan0.sql index 2e4a2b5d0a..54cd5f4827 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_single_expr_and_alias__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_single_expr_and_alias__plan0.sql @@ -1,236 +1,236 @@ -- Compute Metrics via Expressions SELECT - subq_13.metric_time__day + subq_9.metric_time__day , delayed_bookings * 2 AS double_counted_delayed_bookings FROM ( -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , subq_12.bookings AS delayed_bookings + subq_8.metric_time__day + , subq_8.bookings AS delayed_bookings FROM ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -323,15 +323,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE NOT booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE NOT booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 -) subq_13 + subq_7.metric_time__day + ) subq_8 +) subq_9 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql index 33436b83b6..31360941eb 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql @@ -25,10 +25,10 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_15 + ) subq_11 WHERE NOT booking__is_instant - ) subq_17 + ) subq_13 WHERE NOT booking__is_instant GROUP BY metric_time__day -) subq_21 +) subq_17 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_distinct_values__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_distinct_values__plan0.sql index 4fb1321801..cd3d4c172a 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_distinct_values__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_distinct_values__plan0.sql @@ -1,195 +1,134 @@ -- Order By ['listing__country_latest'] Limit 100 SELECT - subq_5.listing__country_latest + subq_2.listing__country_latest FROM ( -- Pass Only Elements: ['listing__country_latest',] SELECT - subq_4.listing__country_latest + subq_1.listing__country_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.created_at__day + , subq_0.created_at__week + , subq_0.created_at__month + , subq_0.created_at__quarter + , subq_0.created_at__year + , subq_0.created_at__extract_year + , subq_0.created_at__extract_quarter + , subq_0.created_at__extract_month + , subq_0.created_at__extract_day + , subq_0.created_at__extract_dow + , subq_0.created_at__extract_doy + , subq_0.listing__ds__day + , subq_0.listing__ds__week + , subq_0.listing__ds__month + , subq_0.listing__ds__quarter + , subq_0.listing__ds__year + , subq_0.listing__ds__extract_year + , subq_0.listing__ds__extract_quarter + , subq_0.listing__ds__extract_month + , subq_0.listing__ds__extract_day + , subq_0.listing__ds__extract_dow + , subq_0.listing__ds__extract_doy + , subq_0.listing__created_at__day + , subq_0.listing__created_at__week + , subq_0.listing__created_at__month + , subq_0.listing__created_at__quarter + , subq_0.listing__created_at__year + , subq_0.listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month + , subq_0.listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy + , subq_0.listing + , subq_0.user + , subq_0.listing__user + , subq_0.country_latest + , subq_0.is_lux_latest + , subq_0.capacity_latest + , subq_0.listing__country_latest + , subq_0.listing__is_lux_latest + , subq_0.listing__capacity_latest + , subq_0.listings + , subq_0.largest_listing + , subq_0.smallest_listing FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - subq_2.ds__day - , subq_2.ds__week - , subq_2.ds__month - , subq_2.ds__quarter - , subq_2.ds__year - , subq_2.ds__extract_year - , subq_2.ds__extract_quarter - , subq_2.ds__extract_month - , subq_2.ds__extract_day - , subq_2.ds__extract_dow - , subq_2.ds__extract_doy - , subq_2.created_at__day - , subq_2.created_at__week - , subq_2.created_at__month - , subq_2.created_at__quarter - , subq_2.created_at__year - , subq_2.created_at__extract_year - , subq_2.created_at__extract_quarter - , subq_2.created_at__extract_month - , subq_2.created_at__extract_day - , subq_2.created_at__extract_dow - , subq_2.created_at__extract_doy - , subq_2.listing__ds__day - , subq_2.listing__ds__week - , subq_2.listing__ds__month - , subq_2.listing__ds__quarter - , subq_2.listing__ds__year - , subq_2.listing__ds__extract_year - , subq_2.listing__ds__extract_quarter - , subq_2.listing__ds__extract_month - , subq_2.listing__ds__extract_day - , subq_2.listing__ds__extract_dow - , subq_2.listing__ds__extract_doy - , subq_2.listing__created_at__day - , subq_2.listing__created_at__week - , subq_2.listing__created_at__month - , subq_2.listing__created_at__quarter - , subq_2.listing__created_at__year - , subq_2.listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month - , subq_2.listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy - , subq_2.listing - , subq_2.user - , subq_2.listing__user - , subq_2.country_latest - , subq_2.is_lux_latest - , subq_2.capacity_latest - , subq_2.listing__country_latest - , subq_2.listing__is_lux_latest - , subq_2.listing__capacity_latest - , subq_2.listings - , subq_2.largest_listing - , subq_2.smallest_listing - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 - WHERE listing__country_latest = 'us' - ) subq_3 + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_0 WHERE listing__country_latest = 'us' - ) subq_4 + ) subq_1 GROUP BY - subq_4.listing__country_latest -) subq_5 -ORDER BY subq_5.listing__country_latest DESC + subq_1.listing__country_latest +) subq_2 +ORDER BY subq_2.listing__country_latest DESC LIMIT 100 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_distinct_values__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_distinct_values__plan0_optimized.sql index 76e6591b6c..1653ada5bd 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_distinct_values__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_distinct_values__plan0_optimized.sql @@ -4,17 +4,11 @@ SELECT listing__country_latest FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - listing__country_latest - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - country AS listing__country_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_6 - WHERE listing__country_latest = 'us' -) subq_7 + country AS listing__country_latest + FROM ***************************.dim_listings_latest listings_latest_src_28000 +) subq_3 WHERE listing__country_latest = 'us' GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_reused_measure__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_reused_measure__plan0.sql index 5dd3547c45..fdbdd6f898 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_reused_measure__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_reused_measure__plan0.sql @@ -1,242 +1,242 @@ -- Compute Metrics via Expressions SELECT - subq_19.metric_time__day - , CAST(subq_19.booking_value_with_is_instant_constraint AS DOUBLE PRECISION) / CAST(NULLIF(subq_19.booking_value, 0) AS DOUBLE PRECISION) AS instant_booking_value_ratio + subq_15.metric_time__day + , CAST(subq_15.booking_value_with_is_instant_constraint AS DOUBLE PRECISION) / CAST(NULLIF(subq_15.booking_value, 0) AS DOUBLE PRECISION) AS instant_booking_value_ratio FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day - , MAX(subq_13.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_18.booking_value) AS booking_value + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) AS metric_time__day + , MAX(subq_9.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_14.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , subq_12.booking_value AS booking_value_with_is_instant_constraint + subq_8.metric_time__day + , subq_8.booking_value AS booking_value_with_is_instant_constraint FROM ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.booking_value) AS booking_value + subq_7.metric_time__day + , SUM(subq_7.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.booking_value + subq_6.metric_time__day + , subq_6.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.booking_value + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.booking_value + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -329,134 +329,134 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 - ) subq_13 + subq_7.metric_time__day + ) subq_8 + ) subq_9 FULL OUTER JOIN ( -- Compute Metrics via Expressions SELECT - subq_17.metric_time__day - , subq_17.booking_value + subq_13.metric_time__day + , subq_13.booking_value FROM ( -- Aggregate Measures SELECT - subq_16.metric_time__day - , SUM(subq_16.booking_value) AS booking_value + subq_12.metric_time__day + , SUM(subq_12.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_15.metric_time__day - , subq_15.booking_value + subq_11.metric_time__day + , subq_11.booking_value FROM ( -- Metric Time Dimension 'ds' SELECT - subq_14.ds__day - , subq_14.ds__week - , subq_14.ds__month - , subq_14.ds__quarter - , subq_14.ds__year - , subq_14.ds__extract_year - , subq_14.ds__extract_quarter - , subq_14.ds__extract_month - , subq_14.ds__extract_day - , subq_14.ds__extract_dow - , subq_14.ds__extract_doy - , subq_14.ds_partitioned__day - , subq_14.ds_partitioned__week - , subq_14.ds_partitioned__month - , subq_14.ds_partitioned__quarter - , subq_14.ds_partitioned__year - , subq_14.ds_partitioned__extract_year - , subq_14.ds_partitioned__extract_quarter - , subq_14.ds_partitioned__extract_month - , subq_14.ds_partitioned__extract_day - , subq_14.ds_partitioned__extract_dow - , subq_14.ds_partitioned__extract_doy - , subq_14.paid_at__day - , subq_14.paid_at__week - , subq_14.paid_at__month - , subq_14.paid_at__quarter - , subq_14.paid_at__year - , subq_14.paid_at__extract_year - , subq_14.paid_at__extract_quarter - , subq_14.paid_at__extract_month - , subq_14.paid_at__extract_day - , subq_14.paid_at__extract_dow - , subq_14.paid_at__extract_doy - , subq_14.booking__ds__day - , subq_14.booking__ds__week - , subq_14.booking__ds__month - , subq_14.booking__ds__quarter - , subq_14.booking__ds__year - , subq_14.booking__ds__extract_year - , subq_14.booking__ds__extract_quarter - , subq_14.booking__ds__extract_month - , subq_14.booking__ds__extract_day - , subq_14.booking__ds__extract_dow - , subq_14.booking__ds__extract_doy - , subq_14.booking__ds_partitioned__day - , subq_14.booking__ds_partitioned__week - , subq_14.booking__ds_partitioned__month - , subq_14.booking__ds_partitioned__quarter - , subq_14.booking__ds_partitioned__year - , subq_14.booking__ds_partitioned__extract_year - , subq_14.booking__ds_partitioned__extract_quarter - , subq_14.booking__ds_partitioned__extract_month - , subq_14.booking__ds_partitioned__extract_day - , subq_14.booking__ds_partitioned__extract_dow - , subq_14.booking__ds_partitioned__extract_doy - , subq_14.booking__paid_at__day - , subq_14.booking__paid_at__week - , subq_14.booking__paid_at__month - , subq_14.booking__paid_at__quarter - , subq_14.booking__paid_at__year - , subq_14.booking__paid_at__extract_year - , subq_14.booking__paid_at__extract_quarter - , subq_14.booking__paid_at__extract_month - , subq_14.booking__paid_at__extract_day - , subq_14.booking__paid_at__extract_dow - , subq_14.booking__paid_at__extract_doy - , subq_14.ds__day AS metric_time__day - , subq_14.ds__week AS metric_time__week - , subq_14.ds__month AS metric_time__month - , subq_14.ds__quarter AS metric_time__quarter - , subq_14.ds__year AS metric_time__year - , subq_14.ds__extract_year AS metric_time__extract_year - , subq_14.ds__extract_quarter AS metric_time__extract_quarter - , subq_14.ds__extract_month AS metric_time__extract_month - , subq_14.ds__extract_day AS metric_time__extract_day - , subq_14.ds__extract_dow AS metric_time__extract_dow - , subq_14.ds__extract_doy AS metric_time__extract_doy - , subq_14.listing - , subq_14.guest - , subq_14.host - , subq_14.booking__listing - , subq_14.booking__guest - , subq_14.booking__host - , subq_14.is_instant - , subq_14.booking__is_instant - , subq_14.bookings - , subq_14.instant_bookings - , subq_14.booking_value - , subq_14.max_booking_value - , subq_14.min_booking_value - , subq_14.bookers - , subq_14.average_booking_value - , subq_14.referred_bookings - , subq_14.median_booking_value - , subq_14.booking_value_p99 - , subq_14.discrete_booking_value_p99 - , subq_14.approximate_continuous_booking_value_p99 - , subq_14.approximate_discrete_booking_value_p99 + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.paid_at__day + , subq_10.paid_at__week + , subq_10.paid_at__month + , subq_10.paid_at__quarter + , subq_10.paid_at__year + , subq_10.paid_at__extract_year + , subq_10.paid_at__extract_quarter + , subq_10.paid_at__extract_month + , subq_10.paid_at__extract_day + , subq_10.paid_at__extract_dow + , subq_10.paid_at__extract_doy + , subq_10.booking__ds__day + , subq_10.booking__ds__week + , subq_10.booking__ds__month + , subq_10.booking__ds__quarter + , subq_10.booking__ds__year + , subq_10.booking__ds__extract_year + , subq_10.booking__ds__extract_quarter + , subq_10.booking__ds__extract_month + , subq_10.booking__ds__extract_day + , subq_10.booking__ds__extract_dow + , subq_10.booking__ds__extract_doy + , subq_10.booking__ds_partitioned__day + , subq_10.booking__ds_partitioned__week + , subq_10.booking__ds_partitioned__month + , subq_10.booking__ds_partitioned__quarter + , subq_10.booking__ds_partitioned__year + , subq_10.booking__ds_partitioned__extract_year + , subq_10.booking__ds_partitioned__extract_quarter + , subq_10.booking__ds_partitioned__extract_month + , subq_10.booking__ds_partitioned__extract_day + , subq_10.booking__ds_partitioned__extract_dow + , subq_10.booking__ds_partitioned__extract_doy + , subq_10.booking__paid_at__day + , subq_10.booking__paid_at__week + , subq_10.booking__paid_at__month + , subq_10.booking__paid_at__quarter + , subq_10.booking__paid_at__year + , subq_10.booking__paid_at__extract_year + , subq_10.booking__paid_at__extract_quarter + , subq_10.booking__paid_at__extract_month + , subq_10.booking__paid_at__extract_day + , subq_10.booking__paid_at__extract_dow + , subq_10.booking__paid_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.guest + , subq_10.host + , subq_10.booking__listing + , subq_10.booking__guest + , subq_10.booking__host + , subq_10.is_instant + , subq_10.booking__is_instant + , subq_10.bookings + , subq_10.instant_bookings + , subq_10.booking_value + , subq_10.max_booking_value + , subq_10.min_booking_value + , subq_10.bookers + , subq_10.average_booking_value + , subq_10.referred_bookings + , subq_10.median_booking_value + , subq_10.booking_value_p99 + , subq_10.discrete_booking_value_p99 + , subq_10.approximate_continuous_booking_value_p99 + , subq_10.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -549,15 +549,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_14 - ) subq_15 - ) subq_16 + ) subq_10 + ) subq_11 + ) subq_12 GROUP BY - subq_16.metric_time__day - ) subq_17 - ) subq_18 + subq_12.metric_time__day + ) subq_13 + ) subq_14 ON - subq_13.metric_time__day = subq_18.metric_time__day + subq_9.metric_time__day = subq_14.metric_time__day GROUP BY - COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) -) subq_19 + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) +) subq_15 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_reused_measure__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_reused_measure__plan0_optimized.sql index 29af02b578..9b1533b73c 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_reused_measure__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_reused_measure__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day - , MAX(subq_27.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_32.booking_value) AS booking_value + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) AS metric_time__day + , MAX(subq_23.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_28.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'metric_time__day'] @@ -31,13 +31,13 @@ FROM ( , is_instant AS booking__is_instant , booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_21 + ) subq_17 WHERE booking__is_instant - ) subq_23 + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_27 + ) subq_23 FULL OUTER JOIN ( -- Read Elements From Semantic Model 'bookings_source' -- Metric Time Dimension 'ds' @@ -50,9 +50,9 @@ FROM ( FROM ***************************.fct_bookings bookings_source_src_28000 GROUP BY DATE_TRUNC('day', ds) - ) subq_32 + ) subq_28 ON - subq_27.metric_time__day = subq_32.metric_time__day + subq_23.metric_time__day = subq_28.metric_time__day GROUP BY - COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) -) subq_33 + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) +) subq_29 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_single_expr_and_alias__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_single_expr_and_alias__plan0.sql index 8e811be580..917ad2f2e1 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_single_expr_and_alias__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_single_expr_and_alias__plan0.sql @@ -1,236 +1,236 @@ -- Compute Metrics via Expressions SELECT - subq_13.metric_time__day + subq_9.metric_time__day , delayed_bookings * 2 AS double_counted_delayed_bookings FROM ( -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , subq_12.bookings AS delayed_bookings + subq_8.metric_time__day + , subq_8.bookings AS delayed_bookings FROM ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -323,15 +323,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE NOT booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE NOT booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 -) subq_13 + subq_7.metric_time__day + ) subq_8 +) subq_9 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql index 33436b83b6..31360941eb 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql @@ -25,10 +25,10 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_15 + ) subq_11 WHERE NOT booking__is_instant - ) subq_17 + ) subq_13 WHERE NOT booking__is_instant GROUP BY metric_time__day -) subq_21 +) subq_17 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_distinct_values__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_distinct_values__plan0.sql index 72b8fe6a27..cf9f152551 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_distinct_values__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_distinct_values__plan0.sql @@ -1,195 +1,134 @@ -- Order By ['listing__country_latest'] Limit 100 SELECT - subq_5.listing__country_latest + subq_2.listing__country_latest FROM ( -- Pass Only Elements: ['listing__country_latest',] SELECT - subq_4.listing__country_latest + subq_1.listing__country_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.created_at__day + , subq_0.created_at__week + , subq_0.created_at__month + , subq_0.created_at__quarter + , subq_0.created_at__year + , subq_0.created_at__extract_year + , subq_0.created_at__extract_quarter + , subq_0.created_at__extract_month + , subq_0.created_at__extract_day + , subq_0.created_at__extract_dow + , subq_0.created_at__extract_doy + , subq_0.listing__ds__day + , subq_0.listing__ds__week + , subq_0.listing__ds__month + , subq_0.listing__ds__quarter + , subq_0.listing__ds__year + , subq_0.listing__ds__extract_year + , subq_0.listing__ds__extract_quarter + , subq_0.listing__ds__extract_month + , subq_0.listing__ds__extract_day + , subq_0.listing__ds__extract_dow + , subq_0.listing__ds__extract_doy + , subq_0.listing__created_at__day + , subq_0.listing__created_at__week + , subq_0.listing__created_at__month + , subq_0.listing__created_at__quarter + , subq_0.listing__created_at__year + , subq_0.listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month + , subq_0.listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy + , subq_0.listing + , subq_0.user + , subq_0.listing__user + , subq_0.country_latest + , subq_0.is_lux_latest + , subq_0.capacity_latest + , subq_0.listing__country_latest + , subq_0.listing__is_lux_latest + , subq_0.listing__capacity_latest + , subq_0.listings + , subq_0.largest_listing + , subq_0.smallest_listing FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - subq_2.ds__day - , subq_2.ds__week - , subq_2.ds__month - , subq_2.ds__quarter - , subq_2.ds__year - , subq_2.ds__extract_year - , subq_2.ds__extract_quarter - , subq_2.ds__extract_month - , subq_2.ds__extract_day - , subq_2.ds__extract_dow - , subq_2.ds__extract_doy - , subq_2.created_at__day - , subq_2.created_at__week - , subq_2.created_at__month - , subq_2.created_at__quarter - , subq_2.created_at__year - , subq_2.created_at__extract_year - , subq_2.created_at__extract_quarter - , subq_2.created_at__extract_month - , subq_2.created_at__extract_day - , subq_2.created_at__extract_dow - , subq_2.created_at__extract_doy - , subq_2.listing__ds__day - , subq_2.listing__ds__week - , subq_2.listing__ds__month - , subq_2.listing__ds__quarter - , subq_2.listing__ds__year - , subq_2.listing__ds__extract_year - , subq_2.listing__ds__extract_quarter - , subq_2.listing__ds__extract_month - , subq_2.listing__ds__extract_day - , subq_2.listing__ds__extract_dow - , subq_2.listing__ds__extract_doy - , subq_2.listing__created_at__day - , subq_2.listing__created_at__week - , subq_2.listing__created_at__month - , subq_2.listing__created_at__quarter - , subq_2.listing__created_at__year - , subq_2.listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month - , subq_2.listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy - , subq_2.listing - , subq_2.user - , subq_2.listing__user - , subq_2.country_latest - , subq_2.is_lux_latest - , subq_2.capacity_latest - , subq_2.listing__country_latest - , subq_2.listing__is_lux_latest - , subq_2.listing__capacity_latest - , subq_2.listings - , subq_2.largest_listing - , subq_2.smallest_listing - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 - WHERE listing__country_latest = 'us' - ) subq_3 + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_0 WHERE listing__country_latest = 'us' - ) subq_4 + ) subq_1 GROUP BY - subq_4.listing__country_latest -) subq_5 -ORDER BY subq_5.listing__country_latest DESC + subq_1.listing__country_latest +) subq_2 +ORDER BY subq_2.listing__country_latest DESC LIMIT 100 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_distinct_values__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_distinct_values__plan0_optimized.sql index 76e6591b6c..1653ada5bd 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_distinct_values__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_distinct_values__plan0_optimized.sql @@ -4,17 +4,11 @@ SELECT listing__country_latest FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - listing__country_latest - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - country AS listing__country_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_6 - WHERE listing__country_latest = 'us' -) subq_7 + country AS listing__country_latest + FROM ***************************.dim_listings_latest listings_latest_src_28000 +) subq_3 WHERE listing__country_latest = 'us' GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_reused_measure__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_reused_measure__plan0.sql index e51209f538..32673ef241 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_reused_measure__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_reused_measure__plan0.sql @@ -1,242 +1,242 @@ -- Compute Metrics via Expressions SELECT - subq_19.metric_time__day - , CAST(subq_19.booking_value_with_is_instant_constraint AS DOUBLE PRECISION) / CAST(NULLIF(subq_19.booking_value, 0) AS DOUBLE PRECISION) AS instant_booking_value_ratio + subq_15.metric_time__day + , CAST(subq_15.booking_value_with_is_instant_constraint AS DOUBLE PRECISION) / CAST(NULLIF(subq_15.booking_value, 0) AS DOUBLE PRECISION) AS instant_booking_value_ratio FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day - , MAX(subq_13.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_18.booking_value) AS booking_value + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) AS metric_time__day + , MAX(subq_9.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_14.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , subq_12.booking_value AS booking_value_with_is_instant_constraint + subq_8.metric_time__day + , subq_8.booking_value AS booking_value_with_is_instant_constraint FROM ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.booking_value) AS booking_value + subq_7.metric_time__day + , SUM(subq_7.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.booking_value + subq_6.metric_time__day + , subq_6.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.booking_value + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.booking_value + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -329,134 +329,134 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 - ) subq_13 + subq_7.metric_time__day + ) subq_8 + ) subq_9 FULL OUTER JOIN ( -- Compute Metrics via Expressions SELECT - subq_17.metric_time__day - , subq_17.booking_value + subq_13.metric_time__day + , subq_13.booking_value FROM ( -- Aggregate Measures SELECT - subq_16.metric_time__day - , SUM(subq_16.booking_value) AS booking_value + subq_12.metric_time__day + , SUM(subq_12.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_15.metric_time__day - , subq_15.booking_value + subq_11.metric_time__day + , subq_11.booking_value FROM ( -- Metric Time Dimension 'ds' SELECT - subq_14.ds__day - , subq_14.ds__week - , subq_14.ds__month - , subq_14.ds__quarter - , subq_14.ds__year - , subq_14.ds__extract_year - , subq_14.ds__extract_quarter - , subq_14.ds__extract_month - , subq_14.ds__extract_day - , subq_14.ds__extract_dow - , subq_14.ds__extract_doy - , subq_14.ds_partitioned__day - , subq_14.ds_partitioned__week - , subq_14.ds_partitioned__month - , subq_14.ds_partitioned__quarter - , subq_14.ds_partitioned__year - , subq_14.ds_partitioned__extract_year - , subq_14.ds_partitioned__extract_quarter - , subq_14.ds_partitioned__extract_month - , subq_14.ds_partitioned__extract_day - , subq_14.ds_partitioned__extract_dow - , subq_14.ds_partitioned__extract_doy - , subq_14.paid_at__day - , subq_14.paid_at__week - , subq_14.paid_at__month - , subq_14.paid_at__quarter - , subq_14.paid_at__year - , subq_14.paid_at__extract_year - , subq_14.paid_at__extract_quarter - , subq_14.paid_at__extract_month - , subq_14.paid_at__extract_day - , subq_14.paid_at__extract_dow - , subq_14.paid_at__extract_doy - , subq_14.booking__ds__day - , subq_14.booking__ds__week - , subq_14.booking__ds__month - , subq_14.booking__ds__quarter - , subq_14.booking__ds__year - , subq_14.booking__ds__extract_year - , subq_14.booking__ds__extract_quarter - , subq_14.booking__ds__extract_month - , subq_14.booking__ds__extract_day - , subq_14.booking__ds__extract_dow - , subq_14.booking__ds__extract_doy - , subq_14.booking__ds_partitioned__day - , subq_14.booking__ds_partitioned__week - , subq_14.booking__ds_partitioned__month - , subq_14.booking__ds_partitioned__quarter - , subq_14.booking__ds_partitioned__year - , subq_14.booking__ds_partitioned__extract_year - , subq_14.booking__ds_partitioned__extract_quarter - , subq_14.booking__ds_partitioned__extract_month - , subq_14.booking__ds_partitioned__extract_day - , subq_14.booking__ds_partitioned__extract_dow - , subq_14.booking__ds_partitioned__extract_doy - , subq_14.booking__paid_at__day - , subq_14.booking__paid_at__week - , subq_14.booking__paid_at__month - , subq_14.booking__paid_at__quarter - , subq_14.booking__paid_at__year - , subq_14.booking__paid_at__extract_year - , subq_14.booking__paid_at__extract_quarter - , subq_14.booking__paid_at__extract_month - , subq_14.booking__paid_at__extract_day - , subq_14.booking__paid_at__extract_dow - , subq_14.booking__paid_at__extract_doy - , subq_14.ds__day AS metric_time__day - , subq_14.ds__week AS metric_time__week - , subq_14.ds__month AS metric_time__month - , subq_14.ds__quarter AS metric_time__quarter - , subq_14.ds__year AS metric_time__year - , subq_14.ds__extract_year AS metric_time__extract_year - , subq_14.ds__extract_quarter AS metric_time__extract_quarter - , subq_14.ds__extract_month AS metric_time__extract_month - , subq_14.ds__extract_day AS metric_time__extract_day - , subq_14.ds__extract_dow AS metric_time__extract_dow - , subq_14.ds__extract_doy AS metric_time__extract_doy - , subq_14.listing - , subq_14.guest - , subq_14.host - , subq_14.booking__listing - , subq_14.booking__guest - , subq_14.booking__host - , subq_14.is_instant - , subq_14.booking__is_instant - , subq_14.bookings - , subq_14.instant_bookings - , subq_14.booking_value - , subq_14.max_booking_value - , subq_14.min_booking_value - , subq_14.bookers - , subq_14.average_booking_value - , subq_14.referred_bookings - , subq_14.median_booking_value - , subq_14.booking_value_p99 - , subq_14.discrete_booking_value_p99 - , subq_14.approximate_continuous_booking_value_p99 - , subq_14.approximate_discrete_booking_value_p99 + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.paid_at__day + , subq_10.paid_at__week + , subq_10.paid_at__month + , subq_10.paid_at__quarter + , subq_10.paid_at__year + , subq_10.paid_at__extract_year + , subq_10.paid_at__extract_quarter + , subq_10.paid_at__extract_month + , subq_10.paid_at__extract_day + , subq_10.paid_at__extract_dow + , subq_10.paid_at__extract_doy + , subq_10.booking__ds__day + , subq_10.booking__ds__week + , subq_10.booking__ds__month + , subq_10.booking__ds__quarter + , subq_10.booking__ds__year + , subq_10.booking__ds__extract_year + , subq_10.booking__ds__extract_quarter + , subq_10.booking__ds__extract_month + , subq_10.booking__ds__extract_day + , subq_10.booking__ds__extract_dow + , subq_10.booking__ds__extract_doy + , subq_10.booking__ds_partitioned__day + , subq_10.booking__ds_partitioned__week + , subq_10.booking__ds_partitioned__month + , subq_10.booking__ds_partitioned__quarter + , subq_10.booking__ds_partitioned__year + , subq_10.booking__ds_partitioned__extract_year + , subq_10.booking__ds_partitioned__extract_quarter + , subq_10.booking__ds_partitioned__extract_month + , subq_10.booking__ds_partitioned__extract_day + , subq_10.booking__ds_partitioned__extract_dow + , subq_10.booking__ds_partitioned__extract_doy + , subq_10.booking__paid_at__day + , subq_10.booking__paid_at__week + , subq_10.booking__paid_at__month + , subq_10.booking__paid_at__quarter + , subq_10.booking__paid_at__year + , subq_10.booking__paid_at__extract_year + , subq_10.booking__paid_at__extract_quarter + , subq_10.booking__paid_at__extract_month + , subq_10.booking__paid_at__extract_day + , subq_10.booking__paid_at__extract_dow + , subq_10.booking__paid_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.guest + , subq_10.host + , subq_10.booking__listing + , subq_10.booking__guest + , subq_10.booking__host + , subq_10.is_instant + , subq_10.booking__is_instant + , subq_10.bookings + , subq_10.instant_bookings + , subq_10.booking_value + , subq_10.max_booking_value + , subq_10.min_booking_value + , subq_10.bookers + , subq_10.average_booking_value + , subq_10.referred_bookings + , subq_10.median_booking_value + , subq_10.booking_value_p99 + , subq_10.discrete_booking_value_p99 + , subq_10.approximate_continuous_booking_value_p99 + , subq_10.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -549,15 +549,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_14 - ) subq_15 - ) subq_16 + ) subq_10 + ) subq_11 + ) subq_12 GROUP BY - subq_16.metric_time__day - ) subq_17 - ) subq_18 + subq_12.metric_time__day + ) subq_13 + ) subq_14 ON - subq_13.metric_time__day = subq_18.metric_time__day + subq_9.metric_time__day = subq_14.metric_time__day GROUP BY - COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) -) subq_19 + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) +) subq_15 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_reused_measure__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_reused_measure__plan0_optimized.sql index 29af02b578..9b1533b73c 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_reused_measure__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_reused_measure__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day - , MAX(subq_27.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_32.booking_value) AS booking_value + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) AS metric_time__day + , MAX(subq_23.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_28.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'metric_time__day'] @@ -31,13 +31,13 @@ FROM ( , is_instant AS booking__is_instant , booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_21 + ) subq_17 WHERE booking__is_instant - ) subq_23 + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_27 + ) subq_23 FULL OUTER JOIN ( -- Read Elements From Semantic Model 'bookings_source' -- Metric Time Dimension 'ds' @@ -50,9 +50,9 @@ FROM ( FROM ***************************.fct_bookings bookings_source_src_28000 GROUP BY DATE_TRUNC('day', ds) - ) subq_32 + ) subq_28 ON - subq_27.metric_time__day = subq_32.metric_time__day + subq_23.metric_time__day = subq_28.metric_time__day GROUP BY - COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) -) subq_33 + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) +) subq_29 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_single_expr_and_alias__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_single_expr_and_alias__plan0.sql index 882a6a8201..e6da332c04 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_single_expr_and_alias__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_single_expr_and_alias__plan0.sql @@ -1,236 +1,236 @@ -- Compute Metrics via Expressions SELECT - subq_13.metric_time__day + subq_9.metric_time__day , delayed_bookings * 2 AS double_counted_delayed_bookings FROM ( -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , subq_12.bookings AS delayed_bookings + subq_8.metric_time__day + , subq_8.bookings AS delayed_bookings FROM ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -323,15 +323,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE NOT booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE NOT booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 -) subq_13 + subq_7.metric_time__day + ) subq_8 +) subq_9 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql index 33436b83b6..31360941eb 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql @@ -25,10 +25,10 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_15 + ) subq_11 WHERE NOT booking__is_instant - ) subq_17 + ) subq_13 WHERE NOT booking__is_instant GROUP BY metric_time__day -) subq_21 +) subq_17 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_distinct_values__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_distinct_values__plan0.sql index 1c8af99bba..0a82b5e771 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_distinct_values__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_distinct_values__plan0.sql @@ -1,195 +1,134 @@ -- Order By ['listing__country_latest'] Limit 100 SELECT - subq_5.listing__country_latest + subq_2.listing__country_latest FROM ( -- Pass Only Elements: ['listing__country_latest',] SELECT - subq_4.listing__country_latest + subq_1.listing__country_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.created_at__day + , subq_0.created_at__week + , subq_0.created_at__month + , subq_0.created_at__quarter + , subq_0.created_at__year + , subq_0.created_at__extract_year + , subq_0.created_at__extract_quarter + , subq_0.created_at__extract_month + , subq_0.created_at__extract_day + , subq_0.created_at__extract_dow + , subq_0.created_at__extract_doy + , subq_0.listing__ds__day + , subq_0.listing__ds__week + , subq_0.listing__ds__month + , subq_0.listing__ds__quarter + , subq_0.listing__ds__year + , subq_0.listing__ds__extract_year + , subq_0.listing__ds__extract_quarter + , subq_0.listing__ds__extract_month + , subq_0.listing__ds__extract_day + , subq_0.listing__ds__extract_dow + , subq_0.listing__ds__extract_doy + , subq_0.listing__created_at__day + , subq_0.listing__created_at__week + , subq_0.listing__created_at__month + , subq_0.listing__created_at__quarter + , subq_0.listing__created_at__year + , subq_0.listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month + , subq_0.listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy + , subq_0.listing + , subq_0.user + , subq_0.listing__user + , subq_0.country_latest + , subq_0.is_lux_latest + , subq_0.capacity_latest + , subq_0.listing__country_latest + , subq_0.listing__is_lux_latest + , subq_0.listing__capacity_latest + , subq_0.listings + , subq_0.largest_listing + , subq_0.smallest_listing FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - subq_2.ds__day - , subq_2.ds__week - , subq_2.ds__month - , subq_2.ds__quarter - , subq_2.ds__year - , subq_2.ds__extract_year - , subq_2.ds__extract_quarter - , subq_2.ds__extract_month - , subq_2.ds__extract_day - , subq_2.ds__extract_dow - , subq_2.ds__extract_doy - , subq_2.created_at__day - , subq_2.created_at__week - , subq_2.created_at__month - , subq_2.created_at__quarter - , subq_2.created_at__year - , subq_2.created_at__extract_year - , subq_2.created_at__extract_quarter - , subq_2.created_at__extract_month - , subq_2.created_at__extract_day - , subq_2.created_at__extract_dow - , subq_2.created_at__extract_doy - , subq_2.listing__ds__day - , subq_2.listing__ds__week - , subq_2.listing__ds__month - , subq_2.listing__ds__quarter - , subq_2.listing__ds__year - , subq_2.listing__ds__extract_year - , subq_2.listing__ds__extract_quarter - , subq_2.listing__ds__extract_month - , subq_2.listing__ds__extract_day - , subq_2.listing__ds__extract_dow - , subq_2.listing__ds__extract_doy - , subq_2.listing__created_at__day - , subq_2.listing__created_at__week - , subq_2.listing__created_at__month - , subq_2.listing__created_at__quarter - , subq_2.listing__created_at__year - , subq_2.listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month - , subq_2.listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy - , subq_2.listing - , subq_2.user - , subq_2.listing__user - , subq_2.country_latest - , subq_2.is_lux_latest - , subq_2.capacity_latest - , subq_2.listing__country_latest - , subq_2.listing__is_lux_latest - , subq_2.listing__capacity_latest - , subq_2.listings - , subq_2.largest_listing - , subq_2.smallest_listing - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 - WHERE listing__country_latest = 'us' - ) subq_3 + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_0 WHERE listing__country_latest = 'us' - ) subq_4 + ) subq_1 GROUP BY - subq_4.listing__country_latest -) subq_5 -ORDER BY subq_5.listing__country_latest DESC + subq_1.listing__country_latest +) subq_2 +ORDER BY subq_2.listing__country_latest DESC LIMIT 100 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_distinct_values__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_distinct_values__plan0_optimized.sql index 76e6591b6c..1653ada5bd 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_distinct_values__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_distinct_values__plan0_optimized.sql @@ -4,17 +4,11 @@ SELECT listing__country_latest FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - listing__country_latest - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - country AS listing__country_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_6 - WHERE listing__country_latest = 'us' -) subq_7 + country AS listing__country_latest + FROM ***************************.dim_listings_latest listings_latest_src_28000 +) subq_3 WHERE listing__country_latest = 'us' GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_reused_measure__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_reused_measure__plan0.sql index 41e951d762..b83572690f 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_reused_measure__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_reused_measure__plan0.sql @@ -1,242 +1,242 @@ -- Compute Metrics via Expressions SELECT - subq_19.metric_time__day - , CAST(subq_19.booking_value_with_is_instant_constraint AS DOUBLE) / CAST(NULLIF(subq_19.booking_value, 0) AS DOUBLE) AS instant_booking_value_ratio + subq_15.metric_time__day + , CAST(subq_15.booking_value_with_is_instant_constraint AS DOUBLE) / CAST(NULLIF(subq_15.booking_value, 0) AS DOUBLE) AS instant_booking_value_ratio FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day - , MAX(subq_13.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_18.booking_value) AS booking_value + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) AS metric_time__day + , MAX(subq_9.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_14.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , subq_12.booking_value AS booking_value_with_is_instant_constraint + subq_8.metric_time__day + , subq_8.booking_value AS booking_value_with_is_instant_constraint FROM ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.booking_value) AS booking_value + subq_7.metric_time__day + , SUM(subq_7.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.booking_value + subq_6.metric_time__day + , subq_6.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.booking_value + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.booking_value + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -329,134 +329,134 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 - ) subq_13 + subq_7.metric_time__day + ) subq_8 + ) subq_9 FULL OUTER JOIN ( -- Compute Metrics via Expressions SELECT - subq_17.metric_time__day - , subq_17.booking_value + subq_13.metric_time__day + , subq_13.booking_value FROM ( -- Aggregate Measures SELECT - subq_16.metric_time__day - , SUM(subq_16.booking_value) AS booking_value + subq_12.metric_time__day + , SUM(subq_12.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_15.metric_time__day - , subq_15.booking_value + subq_11.metric_time__day + , subq_11.booking_value FROM ( -- Metric Time Dimension 'ds' SELECT - subq_14.ds__day - , subq_14.ds__week - , subq_14.ds__month - , subq_14.ds__quarter - , subq_14.ds__year - , subq_14.ds__extract_year - , subq_14.ds__extract_quarter - , subq_14.ds__extract_month - , subq_14.ds__extract_day - , subq_14.ds__extract_dow - , subq_14.ds__extract_doy - , subq_14.ds_partitioned__day - , subq_14.ds_partitioned__week - , subq_14.ds_partitioned__month - , subq_14.ds_partitioned__quarter - , subq_14.ds_partitioned__year - , subq_14.ds_partitioned__extract_year - , subq_14.ds_partitioned__extract_quarter - , subq_14.ds_partitioned__extract_month - , subq_14.ds_partitioned__extract_day - , subq_14.ds_partitioned__extract_dow - , subq_14.ds_partitioned__extract_doy - , subq_14.paid_at__day - , subq_14.paid_at__week - , subq_14.paid_at__month - , subq_14.paid_at__quarter - , subq_14.paid_at__year - , subq_14.paid_at__extract_year - , subq_14.paid_at__extract_quarter - , subq_14.paid_at__extract_month - , subq_14.paid_at__extract_day - , subq_14.paid_at__extract_dow - , subq_14.paid_at__extract_doy - , subq_14.booking__ds__day - , subq_14.booking__ds__week - , subq_14.booking__ds__month - , subq_14.booking__ds__quarter - , subq_14.booking__ds__year - , subq_14.booking__ds__extract_year - , subq_14.booking__ds__extract_quarter - , subq_14.booking__ds__extract_month - , subq_14.booking__ds__extract_day - , subq_14.booking__ds__extract_dow - , subq_14.booking__ds__extract_doy - , subq_14.booking__ds_partitioned__day - , subq_14.booking__ds_partitioned__week - , subq_14.booking__ds_partitioned__month - , subq_14.booking__ds_partitioned__quarter - , subq_14.booking__ds_partitioned__year - , subq_14.booking__ds_partitioned__extract_year - , subq_14.booking__ds_partitioned__extract_quarter - , subq_14.booking__ds_partitioned__extract_month - , subq_14.booking__ds_partitioned__extract_day - , subq_14.booking__ds_partitioned__extract_dow - , subq_14.booking__ds_partitioned__extract_doy - , subq_14.booking__paid_at__day - , subq_14.booking__paid_at__week - , subq_14.booking__paid_at__month - , subq_14.booking__paid_at__quarter - , subq_14.booking__paid_at__year - , subq_14.booking__paid_at__extract_year - , subq_14.booking__paid_at__extract_quarter - , subq_14.booking__paid_at__extract_month - , subq_14.booking__paid_at__extract_day - , subq_14.booking__paid_at__extract_dow - , subq_14.booking__paid_at__extract_doy - , subq_14.ds__day AS metric_time__day - , subq_14.ds__week AS metric_time__week - , subq_14.ds__month AS metric_time__month - , subq_14.ds__quarter AS metric_time__quarter - , subq_14.ds__year AS metric_time__year - , subq_14.ds__extract_year AS metric_time__extract_year - , subq_14.ds__extract_quarter AS metric_time__extract_quarter - , subq_14.ds__extract_month AS metric_time__extract_month - , subq_14.ds__extract_day AS metric_time__extract_day - , subq_14.ds__extract_dow AS metric_time__extract_dow - , subq_14.ds__extract_doy AS metric_time__extract_doy - , subq_14.listing - , subq_14.guest - , subq_14.host - , subq_14.booking__listing - , subq_14.booking__guest - , subq_14.booking__host - , subq_14.is_instant - , subq_14.booking__is_instant - , subq_14.bookings - , subq_14.instant_bookings - , subq_14.booking_value - , subq_14.max_booking_value - , subq_14.min_booking_value - , subq_14.bookers - , subq_14.average_booking_value - , subq_14.referred_bookings - , subq_14.median_booking_value - , subq_14.booking_value_p99 - , subq_14.discrete_booking_value_p99 - , subq_14.approximate_continuous_booking_value_p99 - , subq_14.approximate_discrete_booking_value_p99 + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.paid_at__day + , subq_10.paid_at__week + , subq_10.paid_at__month + , subq_10.paid_at__quarter + , subq_10.paid_at__year + , subq_10.paid_at__extract_year + , subq_10.paid_at__extract_quarter + , subq_10.paid_at__extract_month + , subq_10.paid_at__extract_day + , subq_10.paid_at__extract_dow + , subq_10.paid_at__extract_doy + , subq_10.booking__ds__day + , subq_10.booking__ds__week + , subq_10.booking__ds__month + , subq_10.booking__ds__quarter + , subq_10.booking__ds__year + , subq_10.booking__ds__extract_year + , subq_10.booking__ds__extract_quarter + , subq_10.booking__ds__extract_month + , subq_10.booking__ds__extract_day + , subq_10.booking__ds__extract_dow + , subq_10.booking__ds__extract_doy + , subq_10.booking__ds_partitioned__day + , subq_10.booking__ds_partitioned__week + , subq_10.booking__ds_partitioned__month + , subq_10.booking__ds_partitioned__quarter + , subq_10.booking__ds_partitioned__year + , subq_10.booking__ds_partitioned__extract_year + , subq_10.booking__ds_partitioned__extract_quarter + , subq_10.booking__ds_partitioned__extract_month + , subq_10.booking__ds_partitioned__extract_day + , subq_10.booking__ds_partitioned__extract_dow + , subq_10.booking__ds_partitioned__extract_doy + , subq_10.booking__paid_at__day + , subq_10.booking__paid_at__week + , subq_10.booking__paid_at__month + , subq_10.booking__paid_at__quarter + , subq_10.booking__paid_at__year + , subq_10.booking__paid_at__extract_year + , subq_10.booking__paid_at__extract_quarter + , subq_10.booking__paid_at__extract_month + , subq_10.booking__paid_at__extract_day + , subq_10.booking__paid_at__extract_dow + , subq_10.booking__paid_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.guest + , subq_10.host + , subq_10.booking__listing + , subq_10.booking__guest + , subq_10.booking__host + , subq_10.is_instant + , subq_10.booking__is_instant + , subq_10.bookings + , subq_10.instant_bookings + , subq_10.booking_value + , subq_10.max_booking_value + , subq_10.min_booking_value + , subq_10.bookers + , subq_10.average_booking_value + , subq_10.referred_bookings + , subq_10.median_booking_value + , subq_10.booking_value_p99 + , subq_10.discrete_booking_value_p99 + , subq_10.approximate_continuous_booking_value_p99 + , subq_10.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -549,15 +549,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_14 - ) subq_15 - ) subq_16 + ) subq_10 + ) subq_11 + ) subq_12 GROUP BY - subq_16.metric_time__day - ) subq_17 - ) subq_18 + subq_12.metric_time__day + ) subq_13 + ) subq_14 ON - subq_13.metric_time__day = subq_18.metric_time__day + subq_9.metric_time__day = subq_14.metric_time__day GROUP BY - COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) -) subq_19 + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) +) subq_15 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_reused_measure__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_reused_measure__plan0_optimized.sql index f0def82955..b3f811ac19 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_reused_measure__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_reused_measure__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day - , MAX(subq_27.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_32.booking_value) AS booking_value + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) AS metric_time__day + , MAX(subq_23.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_28.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'metric_time__day'] @@ -31,13 +31,13 @@ FROM ( , is_instant AS booking__is_instant , booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_21 + ) subq_17 WHERE booking__is_instant - ) subq_23 + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_27 + ) subq_23 FULL OUTER JOIN ( -- Read Elements From Semantic Model 'bookings_source' -- Metric Time Dimension 'ds' @@ -50,9 +50,9 @@ FROM ( FROM ***************************.fct_bookings bookings_source_src_28000 GROUP BY DATE_TRUNC('day', ds) - ) subq_32 + ) subq_28 ON - subq_27.metric_time__day = subq_32.metric_time__day + subq_23.metric_time__day = subq_28.metric_time__day GROUP BY - COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) -) subq_33 + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) +) subq_29 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_single_expr_and_alias__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_single_expr_and_alias__plan0.sql index 65a868eb42..bb5826ee1e 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_single_expr_and_alias__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_single_expr_and_alias__plan0.sql @@ -1,236 +1,236 @@ -- Compute Metrics via Expressions SELECT - subq_13.metric_time__day + subq_9.metric_time__day , delayed_bookings * 2 AS double_counted_delayed_bookings FROM ( -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , subq_12.bookings AS delayed_bookings + subq_8.metric_time__day + , subq_8.bookings AS delayed_bookings FROM ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -323,15 +323,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE NOT booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE NOT booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 -) subq_13 + subq_7.metric_time__day + ) subq_8 +) subq_9 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql index 33436b83b6..31360941eb 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql @@ -25,10 +25,10 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_15 + ) subq_11 WHERE NOT booking__is_instant - ) subq_17 + ) subq_13 WHERE NOT booking__is_instant GROUP BY metric_time__day -) subq_21 +) subq_17 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_distinct_values__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_distinct_values__plan0.sql index c77e8402bb..955c17a477 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_distinct_values__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_distinct_values__plan0.sql @@ -1,195 +1,134 @@ -- Order By ['listing__country_latest'] Limit 100 SELECT - subq_5.listing__country_latest + subq_2.listing__country_latest FROM ( -- Pass Only Elements: ['listing__country_latest',] SELECT - subq_4.listing__country_latest + subq_1.listing__country_latest FROM ( -- Constrain Output with WHERE SELECT - subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.created_at__day - , subq_3.created_at__week - , subq_3.created_at__month - , subq_3.created_at__quarter - , subq_3.created_at__year - , subq_3.created_at__extract_year - , subq_3.created_at__extract_quarter - , subq_3.created_at__extract_month - , subq_3.created_at__extract_day - , subq_3.created_at__extract_dow - , subq_3.created_at__extract_doy - , subq_3.listing__ds__day - , subq_3.listing__ds__week - , subq_3.listing__ds__month - , subq_3.listing__ds__quarter - , subq_3.listing__ds__year - , subq_3.listing__ds__extract_year - , subq_3.listing__ds__extract_quarter - , subq_3.listing__ds__extract_month - , subq_3.listing__ds__extract_day - , subq_3.listing__ds__extract_dow - , subq_3.listing__ds__extract_doy - , subq_3.listing__created_at__day - , subq_3.listing__created_at__week - , subq_3.listing__created_at__month - , subq_3.listing__created_at__quarter - , subq_3.listing__created_at__year - , subq_3.listing__created_at__extract_year - , subq_3.listing__created_at__extract_quarter - , subq_3.listing__created_at__extract_month - , subq_3.listing__created_at__extract_day - , subq_3.listing__created_at__extract_dow - , subq_3.listing__created_at__extract_doy - , subq_3.listing - , subq_3.user - , subq_3.listing__user - , subq_3.country_latest - , subq_3.is_lux_latest - , subq_3.capacity_latest - , subq_3.listing__country_latest - , subq_3.listing__is_lux_latest - , subq_3.listing__capacity_latest - , subq_3.listings - , subq_3.largest_listing - , subq_3.smallest_listing + subq_0.ds__day + , subq_0.ds__week + , subq_0.ds__month + , subq_0.ds__quarter + , subq_0.ds__year + , subq_0.ds__extract_year + , subq_0.ds__extract_quarter + , subq_0.ds__extract_month + , subq_0.ds__extract_day + , subq_0.ds__extract_dow + , subq_0.ds__extract_doy + , subq_0.created_at__day + , subq_0.created_at__week + , subq_0.created_at__month + , subq_0.created_at__quarter + , subq_0.created_at__year + , subq_0.created_at__extract_year + , subq_0.created_at__extract_quarter + , subq_0.created_at__extract_month + , subq_0.created_at__extract_day + , subq_0.created_at__extract_dow + , subq_0.created_at__extract_doy + , subq_0.listing__ds__day + , subq_0.listing__ds__week + , subq_0.listing__ds__month + , subq_0.listing__ds__quarter + , subq_0.listing__ds__year + , subq_0.listing__ds__extract_year + , subq_0.listing__ds__extract_quarter + , subq_0.listing__ds__extract_month + , subq_0.listing__ds__extract_day + , subq_0.listing__ds__extract_dow + , subq_0.listing__ds__extract_doy + , subq_0.listing__created_at__day + , subq_0.listing__created_at__week + , subq_0.listing__created_at__month + , subq_0.listing__created_at__quarter + , subq_0.listing__created_at__year + , subq_0.listing__created_at__extract_year + , subq_0.listing__created_at__extract_quarter + , subq_0.listing__created_at__extract_month + , subq_0.listing__created_at__extract_day + , subq_0.listing__created_at__extract_dow + , subq_0.listing__created_at__extract_doy + , subq_0.listing + , subq_0.user + , subq_0.listing__user + , subq_0.country_latest + , subq_0.is_lux_latest + , subq_0.capacity_latest + , subq_0.listing__country_latest + , subq_0.listing__is_lux_latest + , subq_0.listing__capacity_latest + , subq_0.listings + , subq_0.largest_listing + , subq_0.smallest_listing FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - subq_2.ds__day - , subq_2.ds__week - , subq_2.ds__month - , subq_2.ds__quarter - , subq_2.ds__year - , subq_2.ds__extract_year - , subq_2.ds__extract_quarter - , subq_2.ds__extract_month - , subq_2.ds__extract_day - , subq_2.ds__extract_dow - , subq_2.ds__extract_doy - , subq_2.created_at__day - , subq_2.created_at__week - , subq_2.created_at__month - , subq_2.created_at__quarter - , subq_2.created_at__year - , subq_2.created_at__extract_year - , subq_2.created_at__extract_quarter - , subq_2.created_at__extract_month - , subq_2.created_at__extract_day - , subq_2.created_at__extract_dow - , subq_2.created_at__extract_doy - , subq_2.listing__ds__day - , subq_2.listing__ds__week - , subq_2.listing__ds__month - , subq_2.listing__ds__quarter - , subq_2.listing__ds__year - , subq_2.listing__ds__extract_year - , subq_2.listing__ds__extract_quarter - , subq_2.listing__ds__extract_month - , subq_2.listing__ds__extract_day - , subq_2.listing__ds__extract_dow - , subq_2.listing__ds__extract_doy - , subq_2.listing__created_at__day - , subq_2.listing__created_at__week - , subq_2.listing__created_at__month - , subq_2.listing__created_at__quarter - , subq_2.listing__created_at__year - , subq_2.listing__created_at__extract_year - , subq_2.listing__created_at__extract_quarter - , subq_2.listing__created_at__extract_month - , subq_2.listing__created_at__extract_day - , subq_2.listing__created_at__extract_dow - , subq_2.listing__created_at__extract_doy - , subq_2.listing - , subq_2.user - , subq_2.listing__user - , subq_2.country_latest - , subq_2.is_lux_latest - , subq_2.capacity_latest - , subq_2.listing__country_latest - , subq_2.listing__is_lux_latest - , subq_2.listing__capacity_latest - , subq_2.listings - , subq_2.largest_listing - , subq_2.smallest_listing - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - 1 AS listings - , listings_latest_src_28000.capacity AS largest_listing - , listings_latest_src_28000.capacity AS smallest_listing - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy - , listings_latest_src_28000.country AS country_latest - , listings_latest_src_28000.is_lux AS is_lux_latest - , listings_latest_src_28000.capacity AS capacity_latest - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy - , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day - , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week - , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month - , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter - , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year - , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year - , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter - , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month - , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day - , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow - , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy - , listings_latest_src_28000.country AS listing__country_latest - , listings_latest_src_28000.is_lux AS listing__is_lux_latest - , listings_latest_src_28000.capacity AS listing__capacity_latest - , listings_latest_src_28000.listing_id AS listing - , listings_latest_src_28000.user_id AS user - , listings_latest_src_28000.user_id AS listing__user - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_2 - WHERE listing__country_latest = 'us' - ) subq_3 + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_0 WHERE listing__country_latest = 'us' - ) subq_4 + ) subq_1 GROUP BY - subq_4.listing__country_latest -) subq_5 -ORDER BY subq_5.listing__country_latest DESC + subq_1.listing__country_latest +) subq_2 +ORDER BY subq_2.listing__country_latest DESC LIMIT 100 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_distinct_values__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_distinct_values__plan0_optimized.sql index 76e6591b6c..1653ada5bd 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_distinct_values__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_distinct_values__plan0_optimized.sql @@ -4,17 +4,11 @@ SELECT listing__country_latest FROM ( - -- Constrain Output with WHERE + -- Read Elements From Semantic Model 'listings_latest' SELECT - listing__country_latest - FROM ( - -- Read Elements From Semantic Model 'listings_latest' - SELECT - country AS listing__country_latest - FROM ***************************.dim_listings_latest listings_latest_src_28000 - ) subq_6 - WHERE listing__country_latest = 'us' -) subq_7 + country AS listing__country_latest + FROM ***************************.dim_listings_latest listings_latest_src_28000 +) subq_3 WHERE listing__country_latest = 'us' GROUP BY listing__country_latest diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_reused_measure__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_reused_measure__plan0.sql index dd97f89d8f..8df9db1cbe 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_reused_measure__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_reused_measure__plan0.sql @@ -1,242 +1,242 @@ -- Compute Metrics via Expressions SELECT - subq_19.metric_time__day - , CAST(subq_19.booking_value_with_is_instant_constraint AS DOUBLE) / CAST(NULLIF(subq_19.booking_value, 0) AS DOUBLE) AS instant_booking_value_ratio + subq_15.metric_time__day + , CAST(subq_15.booking_value_with_is_instant_constraint AS DOUBLE) / CAST(NULLIF(subq_15.booking_value, 0) AS DOUBLE) AS instant_booking_value_ratio FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) AS metric_time__day - , MAX(subq_13.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_18.booking_value) AS booking_value + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) AS metric_time__day + , MAX(subq_9.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_14.booking_value) AS booking_value FROM ( -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , subq_12.booking_value AS booking_value_with_is_instant_constraint + subq_8.metric_time__day + , subq_8.booking_value AS booking_value_with_is_instant_constraint FROM ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.booking_value) AS booking_value + subq_7.metric_time__day + , SUM(subq_7.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.booking_value + subq_6.metric_time__day + , subq_6.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.booking_value + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.booking_value FROM ( -- Pass Only Elements: ['booking_value', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.booking_value + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.booking_value FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -329,134 +329,134 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 - ) subq_13 + subq_7.metric_time__day + ) subq_8 + ) subq_9 FULL OUTER JOIN ( -- Compute Metrics via Expressions SELECT - subq_17.metric_time__day - , subq_17.booking_value + subq_13.metric_time__day + , subq_13.booking_value FROM ( -- Aggregate Measures SELECT - subq_16.metric_time__day - , SUM(subq_16.booking_value) AS booking_value + subq_12.metric_time__day + , SUM(subq_12.booking_value) AS booking_value FROM ( -- Pass Only Elements: ['booking_value', 'metric_time__day'] SELECT - subq_15.metric_time__day - , subq_15.booking_value + subq_11.metric_time__day + , subq_11.booking_value FROM ( -- Metric Time Dimension 'ds' SELECT - subq_14.ds__day - , subq_14.ds__week - , subq_14.ds__month - , subq_14.ds__quarter - , subq_14.ds__year - , subq_14.ds__extract_year - , subq_14.ds__extract_quarter - , subq_14.ds__extract_month - , subq_14.ds__extract_day - , subq_14.ds__extract_dow - , subq_14.ds__extract_doy - , subq_14.ds_partitioned__day - , subq_14.ds_partitioned__week - , subq_14.ds_partitioned__month - , subq_14.ds_partitioned__quarter - , subq_14.ds_partitioned__year - , subq_14.ds_partitioned__extract_year - , subq_14.ds_partitioned__extract_quarter - , subq_14.ds_partitioned__extract_month - , subq_14.ds_partitioned__extract_day - , subq_14.ds_partitioned__extract_dow - , subq_14.ds_partitioned__extract_doy - , subq_14.paid_at__day - , subq_14.paid_at__week - , subq_14.paid_at__month - , subq_14.paid_at__quarter - , subq_14.paid_at__year - , subq_14.paid_at__extract_year - , subq_14.paid_at__extract_quarter - , subq_14.paid_at__extract_month - , subq_14.paid_at__extract_day - , subq_14.paid_at__extract_dow - , subq_14.paid_at__extract_doy - , subq_14.booking__ds__day - , subq_14.booking__ds__week - , subq_14.booking__ds__month - , subq_14.booking__ds__quarter - , subq_14.booking__ds__year - , subq_14.booking__ds__extract_year - , subq_14.booking__ds__extract_quarter - , subq_14.booking__ds__extract_month - , subq_14.booking__ds__extract_day - , subq_14.booking__ds__extract_dow - , subq_14.booking__ds__extract_doy - , subq_14.booking__ds_partitioned__day - , subq_14.booking__ds_partitioned__week - , subq_14.booking__ds_partitioned__month - , subq_14.booking__ds_partitioned__quarter - , subq_14.booking__ds_partitioned__year - , subq_14.booking__ds_partitioned__extract_year - , subq_14.booking__ds_partitioned__extract_quarter - , subq_14.booking__ds_partitioned__extract_month - , subq_14.booking__ds_partitioned__extract_day - , subq_14.booking__ds_partitioned__extract_dow - , subq_14.booking__ds_partitioned__extract_doy - , subq_14.booking__paid_at__day - , subq_14.booking__paid_at__week - , subq_14.booking__paid_at__month - , subq_14.booking__paid_at__quarter - , subq_14.booking__paid_at__year - , subq_14.booking__paid_at__extract_year - , subq_14.booking__paid_at__extract_quarter - , subq_14.booking__paid_at__extract_month - , subq_14.booking__paid_at__extract_day - , subq_14.booking__paid_at__extract_dow - , subq_14.booking__paid_at__extract_doy - , subq_14.ds__day AS metric_time__day - , subq_14.ds__week AS metric_time__week - , subq_14.ds__month AS metric_time__month - , subq_14.ds__quarter AS metric_time__quarter - , subq_14.ds__year AS metric_time__year - , subq_14.ds__extract_year AS metric_time__extract_year - , subq_14.ds__extract_quarter AS metric_time__extract_quarter - , subq_14.ds__extract_month AS metric_time__extract_month - , subq_14.ds__extract_day AS metric_time__extract_day - , subq_14.ds__extract_dow AS metric_time__extract_dow - , subq_14.ds__extract_doy AS metric_time__extract_doy - , subq_14.listing - , subq_14.guest - , subq_14.host - , subq_14.booking__listing - , subq_14.booking__guest - , subq_14.booking__host - , subq_14.is_instant - , subq_14.booking__is_instant - , subq_14.bookings - , subq_14.instant_bookings - , subq_14.booking_value - , subq_14.max_booking_value - , subq_14.min_booking_value - , subq_14.bookers - , subq_14.average_booking_value - , subq_14.referred_bookings - , subq_14.median_booking_value - , subq_14.booking_value_p99 - , subq_14.discrete_booking_value_p99 - , subq_14.approximate_continuous_booking_value_p99 - , subq_14.approximate_discrete_booking_value_p99 + subq_10.ds__day + , subq_10.ds__week + , subq_10.ds__month + , subq_10.ds__quarter + , subq_10.ds__year + , subq_10.ds__extract_year + , subq_10.ds__extract_quarter + , subq_10.ds__extract_month + , subq_10.ds__extract_day + , subq_10.ds__extract_dow + , subq_10.ds__extract_doy + , subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.paid_at__day + , subq_10.paid_at__week + , subq_10.paid_at__month + , subq_10.paid_at__quarter + , subq_10.paid_at__year + , subq_10.paid_at__extract_year + , subq_10.paid_at__extract_quarter + , subq_10.paid_at__extract_month + , subq_10.paid_at__extract_day + , subq_10.paid_at__extract_dow + , subq_10.paid_at__extract_doy + , subq_10.booking__ds__day + , subq_10.booking__ds__week + , subq_10.booking__ds__month + , subq_10.booking__ds__quarter + , subq_10.booking__ds__year + , subq_10.booking__ds__extract_year + , subq_10.booking__ds__extract_quarter + , subq_10.booking__ds__extract_month + , subq_10.booking__ds__extract_day + , subq_10.booking__ds__extract_dow + , subq_10.booking__ds__extract_doy + , subq_10.booking__ds_partitioned__day + , subq_10.booking__ds_partitioned__week + , subq_10.booking__ds_partitioned__month + , subq_10.booking__ds_partitioned__quarter + , subq_10.booking__ds_partitioned__year + , subq_10.booking__ds_partitioned__extract_year + , subq_10.booking__ds_partitioned__extract_quarter + , subq_10.booking__ds_partitioned__extract_month + , subq_10.booking__ds_partitioned__extract_day + , subq_10.booking__ds_partitioned__extract_dow + , subq_10.booking__ds_partitioned__extract_doy + , subq_10.booking__paid_at__day + , subq_10.booking__paid_at__week + , subq_10.booking__paid_at__month + , subq_10.booking__paid_at__quarter + , subq_10.booking__paid_at__year + , subq_10.booking__paid_at__extract_year + , subq_10.booking__paid_at__extract_quarter + , subq_10.booking__paid_at__extract_month + , subq_10.booking__paid_at__extract_day + , subq_10.booking__paid_at__extract_dow + , subq_10.booking__paid_at__extract_doy + , subq_10.ds__day AS metric_time__day + , subq_10.ds__week AS metric_time__week + , subq_10.ds__month AS metric_time__month + , subq_10.ds__quarter AS metric_time__quarter + , subq_10.ds__year AS metric_time__year + , subq_10.ds__extract_year AS metric_time__extract_year + , subq_10.ds__extract_quarter AS metric_time__extract_quarter + , subq_10.ds__extract_month AS metric_time__extract_month + , subq_10.ds__extract_day AS metric_time__extract_day + , subq_10.ds__extract_dow AS metric_time__extract_dow + , subq_10.ds__extract_doy AS metric_time__extract_doy + , subq_10.listing + , subq_10.guest + , subq_10.host + , subq_10.booking__listing + , subq_10.booking__guest + , subq_10.booking__host + , subq_10.is_instant + , subq_10.booking__is_instant + , subq_10.bookings + , subq_10.instant_bookings + , subq_10.booking_value + , subq_10.max_booking_value + , subq_10.min_booking_value + , subq_10.bookers + , subq_10.average_booking_value + , subq_10.referred_bookings + , subq_10.median_booking_value + , subq_10.booking_value_p99 + , subq_10.discrete_booking_value_p99 + , subq_10.approximate_continuous_booking_value_p99 + , subq_10.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -549,15 +549,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_14 - ) subq_15 - ) subq_16 + ) subq_10 + ) subq_11 + ) subq_12 GROUP BY - subq_16.metric_time__day - ) subq_17 - ) subq_18 + subq_12.metric_time__day + ) subq_13 + ) subq_14 ON - subq_13.metric_time__day = subq_18.metric_time__day + subq_9.metric_time__day = subq_14.metric_time__day GROUP BY - COALESCE(subq_13.metric_time__day, subq_18.metric_time__day) -) subq_19 + COALESCE(subq_9.metric_time__day, subq_14.metric_time__day) +) subq_15 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_reused_measure__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_reused_measure__plan0_optimized.sql index f0def82955..b3f811ac19 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_reused_measure__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_reused_measure__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Combine Aggregated Outputs SELECT - COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) AS metric_time__day - , MAX(subq_27.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint - , MAX(subq_32.booking_value) AS booking_value + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) AS metric_time__day + , MAX(subq_23.booking_value_with_is_instant_constraint) AS booking_value_with_is_instant_constraint + , MAX(subq_28.booking_value) AS booking_value FROM ( -- Constrain Output with WHERE -- Pass Only Elements: ['booking_value', 'metric_time__day'] @@ -31,13 +31,13 @@ FROM ( , is_instant AS booking__is_instant , booking_value FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_21 + ) subq_17 WHERE booking__is_instant - ) subq_23 + ) subq_19 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_27 + ) subq_23 FULL OUTER JOIN ( -- Read Elements From Semantic Model 'bookings_source' -- Metric Time Dimension 'ds' @@ -50,9 +50,9 @@ FROM ( FROM ***************************.fct_bookings bookings_source_src_28000 GROUP BY DATE_TRUNC('day', ds) - ) subq_32 + ) subq_28 ON - subq_27.metric_time__day = subq_32.metric_time__day + subq_23.metric_time__day = subq_28.metric_time__day GROUP BY - COALESCE(subq_27.metric_time__day, subq_32.metric_time__day) -) subq_33 + COALESCE(subq_23.metric_time__day, subq_28.metric_time__day) +) subq_29 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_single_expr_and_alias__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_single_expr_and_alias__plan0.sql index 9b8d9efeee..70a6055760 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_single_expr_and_alias__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_single_expr_and_alias__plan0.sql @@ -1,236 +1,236 @@ -- Compute Metrics via Expressions SELECT - subq_13.metric_time__day + subq_9.metric_time__day , delayed_bookings * 2 AS double_counted_delayed_bookings FROM ( -- Compute Metrics via Expressions SELECT - subq_12.metric_time__day - , subq_12.bookings AS delayed_bookings + subq_8.metric_time__day + , subq_8.bookings AS delayed_bookings FROM ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -323,15 +323,15 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE NOT booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE NOT booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 -) subq_13 + subq_7.metric_time__day + ) subq_8 +) subq_9 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql index 33436b83b6..31360941eb 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_measure_constraint_with_single_expr_and_alias__plan0_optimized.sql @@ -25,10 +25,10 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_15 + ) subq_11 WHERE NOT booking__is_instant - ) subq_17 + ) subq_13 WHERE NOT booking__is_instant GROUP BY metric_time__day -) subq_21 +) subq_17 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0.sql index 9a0bc9e544..077d44257f 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,242 @@ -- Compute Metrics via Expressions SELECT - subq_15.metric_time__day - , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_13.metric_time__day AS metric_time__day - , subq_12.bookings AS bookings + subq_9.metric_time__day AS metric_time__day + , subq_8.bookings AS bookings FROM ( -- Time Spine SELECT - subq_14.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_14 - ) subq_13 + subq_10.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_10 + ) subq_9 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -329,17 +329,17 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY metric_time__day - ) subq_12 + ) subq_8 ON - subq_13.metric_time__day = subq_12.metric_time__day -) subq_15 + subq_9.metric_time__day = subq_8.metric_time__day +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 56499e8279..20e918f6ae 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_24.ds AS metric_time__day - , subq_22.bookings AS bookings - FROM ***************************.mf_time_spine subq_24 + subq_20.ds AS metric_time__day + , subq_18.bookings AS bookings + FROM ***************************.mf_time_spine subq_20 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -30,13 +30,13 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_17 + ) subq_13 WHERE booking__is_instant - ) subq_19 + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_22 + ) subq_18 ON - subq_24.ds = subq_22.metric_time__day -) subq_25 + subq_20.ds = subq_18.metric_time__day +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index b30b2d50d2..97202fe9e5 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,246 +1,246 @@ -- Compute Metrics via Expressions SELECT - subq_15.metric_time__day - , subq_15.booking__is_instant - , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , subq_11.booking__is_instant + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_14.metric_time__day - , subq_14.booking__is_instant - , subq_14.bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , subq_10.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_12.metric_time__day AS metric_time__day - , subq_11.booking__is_instant AS booking__is_instant - , subq_11.bookings AS bookings + subq_8.metric_time__day AS metric_time__day + , subq_7.booking__is_instant AS booking__is_instant + , subq_7.bookings AS bookings FROM ( -- Time Spine SELECT - subq_13.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_13 - ) subq_12 + subq_9.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_9 + ) subq_8 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_10.metric_time__day - , subq_10.booking__is_instant - , SUM(subq_10.bookings) AS bookings + subq_6.metric_time__day + , subq_6.booking__is_instant + , SUM(subq_6.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -333,19 +333,19 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 + ) subq_6 GROUP BY metric_time__day , booking__is_instant - ) subq_11 + ) subq_7 ON - subq_12.metric_time__day = subq_11.metric_time__day - ) subq_14 + subq_8.metric_time__day = subq_7.metric_time__day + ) subq_10 WHERE booking__is_instant -) subq_15 +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index 7f8cd3a19c..0999c11daa 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_23.ds AS metric_time__day - , subq_21.booking__is_instant AS booking__is_instant - , subq_21.bookings AS bookings - FROM ***************************.mf_time_spine subq_23 + subq_19.ds AS metric_time__day + , subq_17.booking__is_instant AS booking__is_instant + , subq_17.bookings AS bookings + FROM ***************************.mf_time_spine subq_19 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -38,16 +38,16 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_17 + ) subq_13 WHERE booking__is_instant - ) subq_19 + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_21 + ) subq_17 ON - subq_23.ds = subq_21.metric_time__day - ) subq_24 + subq_19.ds = subq_17.metric_time__day + ) subq_20 WHERE booking__is_instant -) subq_25 +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0.sql index ea53ee68ac..c6a4a763f6 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,242 @@ -- Compute Metrics via Expressions SELECT - subq_15.metric_time__day - , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_13.metric_time__day AS metric_time__day - , subq_12.bookings AS bookings + subq_9.metric_time__day AS metric_time__day + , subq_8.bookings AS bookings FROM ( -- Time Spine SELECT - subq_14.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_14 - ) subq_13 + subq_10.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_10 + ) subq_9 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -329,17 +329,17 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 + subq_7.metric_time__day + ) subq_8 ON - subq_13.metric_time__day = subq_12.metric_time__day -) subq_15 + subq_9.metric_time__day = subq_8.metric_time__day +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 7d50623eec..937c857812 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_24.ds AS metric_time__day - , subq_22.bookings AS bookings - FROM ***************************.mf_time_spine subq_24 + subq_20.ds AS metric_time__day + , subq_18.bookings AS bookings + FROM ***************************.mf_time_spine subq_20 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -30,13 +30,13 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_17 + ) subq_13 WHERE booking__is_instant - ) subq_19 + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_22 + ) subq_18 ON - subq_24.ds = subq_22.metric_time__day -) subq_25 + subq_20.ds = subq_18.metric_time__day +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index 3598c97388..5d08b97f19 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,246 +1,246 @@ -- Compute Metrics via Expressions SELECT - subq_15.metric_time__day - , subq_15.booking__is_instant - , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , subq_11.booking__is_instant + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_14.metric_time__day - , subq_14.booking__is_instant - , subq_14.bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , subq_10.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_12.metric_time__day AS metric_time__day - , subq_11.booking__is_instant AS booking__is_instant - , subq_11.bookings AS bookings + subq_8.metric_time__day AS metric_time__day + , subq_7.booking__is_instant AS booking__is_instant + , subq_7.bookings AS bookings FROM ( -- Time Spine SELECT - subq_13.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_13 - ) subq_12 + subq_9.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_9 + ) subq_8 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_10.metric_time__day - , subq_10.booking__is_instant - , SUM(subq_10.bookings) AS bookings + subq_6.metric_time__day + , subq_6.booking__is_instant + , SUM(subq_6.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -333,19 +333,19 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 + ) subq_6 GROUP BY - subq_10.metric_time__day - , subq_10.booking__is_instant - ) subq_11 + subq_6.metric_time__day + , subq_6.booking__is_instant + ) subq_7 ON - subq_12.metric_time__day = subq_11.metric_time__day - ) subq_14 + subq_8.metric_time__day = subq_7.metric_time__day + ) subq_10 WHERE booking__is_instant -) subq_15 +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index d61eed9a9b..b77531128d 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_23.ds AS metric_time__day - , subq_21.booking__is_instant AS booking__is_instant - , subq_21.bookings AS bookings - FROM ***************************.mf_time_spine subq_23 + subq_19.ds AS metric_time__day + , subq_17.booking__is_instant AS booking__is_instant + , subq_17.bookings AS bookings + FROM ***************************.mf_time_spine subq_19 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -38,16 +38,16 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_17 + ) subq_13 WHERE booking__is_instant - ) subq_19 + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_21 + ) subq_17 ON - subq_23.ds = subq_21.metric_time__day - ) subq_24 + subq_19.ds = subq_17.metric_time__day + ) subq_20 WHERE booking__is_instant -) subq_25 +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0.sql index 7361c1ba39..077b8a4c94 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,242 @@ -- Compute Metrics via Expressions SELECT - subq_15.metric_time__day - , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_13.metric_time__day AS metric_time__day - , subq_12.bookings AS bookings + subq_9.metric_time__day AS metric_time__day + , subq_8.bookings AS bookings FROM ( -- Time Spine SELECT - subq_14.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_14 - ) subq_13 + subq_10.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_10 + ) subq_9 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -329,17 +329,17 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 + subq_7.metric_time__day + ) subq_8 ON - subq_13.metric_time__day = subq_12.metric_time__day -) subq_15 + subq_9.metric_time__day = subq_8.metric_time__day +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 7d50623eec..937c857812 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_24.ds AS metric_time__day - , subq_22.bookings AS bookings - FROM ***************************.mf_time_spine subq_24 + subq_20.ds AS metric_time__day + , subq_18.bookings AS bookings + FROM ***************************.mf_time_spine subq_20 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -30,13 +30,13 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_17 + ) subq_13 WHERE booking__is_instant - ) subq_19 + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_22 + ) subq_18 ON - subq_24.ds = subq_22.metric_time__day -) subq_25 + subq_20.ds = subq_18.metric_time__day +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index 477299a8d2..fe5d8ea8c7 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,246 +1,246 @@ -- Compute Metrics via Expressions SELECT - subq_15.metric_time__day - , subq_15.booking__is_instant - , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , subq_11.booking__is_instant + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_14.metric_time__day - , subq_14.booking__is_instant - , subq_14.bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , subq_10.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_12.metric_time__day AS metric_time__day - , subq_11.booking__is_instant AS booking__is_instant - , subq_11.bookings AS bookings + subq_8.metric_time__day AS metric_time__day + , subq_7.booking__is_instant AS booking__is_instant + , subq_7.bookings AS bookings FROM ( -- Time Spine SELECT - subq_13.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_13 - ) subq_12 + subq_9.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_9 + ) subq_8 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_10.metric_time__day - , subq_10.booking__is_instant - , SUM(subq_10.bookings) AS bookings + subq_6.metric_time__day + , subq_6.booking__is_instant + , SUM(subq_6.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -333,19 +333,19 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 + ) subq_6 GROUP BY - subq_10.metric_time__day - , subq_10.booking__is_instant - ) subq_11 + subq_6.metric_time__day + , subq_6.booking__is_instant + ) subq_7 ON - subq_12.metric_time__day = subq_11.metric_time__day - ) subq_14 + subq_8.metric_time__day = subq_7.metric_time__day + ) subq_10 WHERE booking__is_instant -) subq_15 +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index d61eed9a9b..b77531128d 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_23.ds AS metric_time__day - , subq_21.booking__is_instant AS booking__is_instant - , subq_21.bookings AS bookings - FROM ***************************.mf_time_spine subq_23 + subq_19.ds AS metric_time__day + , subq_17.booking__is_instant AS booking__is_instant + , subq_17.bookings AS bookings + FROM ***************************.mf_time_spine subq_19 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -38,16 +38,16 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_17 + ) subq_13 WHERE booking__is_instant - ) subq_19 + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_21 + ) subq_17 ON - subq_23.ds = subq_21.metric_time__day - ) subq_24 + subq_19.ds = subq_17.metric_time__day + ) subq_20 WHERE booking__is_instant -) subq_25 +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0.sql index ec7ada90fc..98806a7229 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,242 @@ -- Compute Metrics via Expressions SELECT - subq_15.metric_time__day - , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_13.metric_time__day AS metric_time__day - , subq_12.bookings AS bookings + subq_9.metric_time__day AS metric_time__day + , subq_8.bookings AS bookings FROM ( -- Time Spine SELECT - subq_14.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_14 - ) subq_13 + subq_10.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_10 + ) subq_9 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -329,17 +329,17 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 + subq_7.metric_time__day + ) subq_8 ON - subq_13.metric_time__day = subq_12.metric_time__day -) subq_15 + subq_9.metric_time__day = subq_8.metric_time__day +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 7d50623eec..937c857812 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_24.ds AS metric_time__day - , subq_22.bookings AS bookings - FROM ***************************.mf_time_spine subq_24 + subq_20.ds AS metric_time__day + , subq_18.bookings AS bookings + FROM ***************************.mf_time_spine subq_20 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -30,13 +30,13 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_17 + ) subq_13 WHERE booking__is_instant - ) subq_19 + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_22 + ) subq_18 ON - subq_24.ds = subq_22.metric_time__day -) subq_25 + subq_20.ds = subq_18.metric_time__day +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index f60d3c25e1..f88ef62297 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,246 +1,246 @@ -- Compute Metrics via Expressions SELECT - subq_15.metric_time__day - , subq_15.booking__is_instant - , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , subq_11.booking__is_instant + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_14.metric_time__day - , subq_14.booking__is_instant - , subq_14.bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , subq_10.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_12.metric_time__day AS metric_time__day - , subq_11.booking__is_instant AS booking__is_instant - , subq_11.bookings AS bookings + subq_8.metric_time__day AS metric_time__day + , subq_7.booking__is_instant AS booking__is_instant + , subq_7.bookings AS bookings FROM ( -- Time Spine SELECT - subq_13.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_13 - ) subq_12 + subq_9.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_9 + ) subq_8 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_10.metric_time__day - , subq_10.booking__is_instant - , SUM(subq_10.bookings) AS bookings + subq_6.metric_time__day + , subq_6.booking__is_instant + , SUM(subq_6.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -333,19 +333,19 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 + ) subq_6 GROUP BY - subq_10.metric_time__day - , subq_10.booking__is_instant - ) subq_11 + subq_6.metric_time__day + , subq_6.booking__is_instant + ) subq_7 ON - subq_12.metric_time__day = subq_11.metric_time__day - ) subq_14 + subq_8.metric_time__day = subq_7.metric_time__day + ) subq_10 WHERE booking__is_instant -) subq_15 +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index d61eed9a9b..b77531128d 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_23.ds AS metric_time__day - , subq_21.booking__is_instant AS booking__is_instant - , subq_21.bookings AS bookings - FROM ***************************.mf_time_spine subq_23 + subq_19.ds AS metric_time__day + , subq_17.booking__is_instant AS booking__is_instant + , subq_17.bookings AS bookings + FROM ***************************.mf_time_spine subq_19 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -38,16 +38,16 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_17 + ) subq_13 WHERE booking__is_instant - ) subq_19 + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_21 + ) subq_17 ON - subq_23.ds = subq_21.metric_time__day - ) subq_24 + subq_19.ds = subq_17.metric_time__day + ) subq_20 WHERE booking__is_instant -) subq_25 +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0.sql index 581034e7df..4faadd5042 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,242 @@ -- Compute Metrics via Expressions SELECT - subq_15.metric_time__day - , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_13.metric_time__day AS metric_time__day - , subq_12.bookings AS bookings + subq_9.metric_time__day AS metric_time__day + , subq_8.bookings AS bookings FROM ( -- Time Spine SELECT - subq_14.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_14 - ) subq_13 + subq_10.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_10 + ) subq_9 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -329,17 +329,17 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 + subq_7.metric_time__day + ) subq_8 ON - subq_13.metric_time__day = subq_12.metric_time__day -) subq_15 + subq_9.metric_time__day = subq_8.metric_time__day +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 7d50623eec..937c857812 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_24.ds AS metric_time__day - , subq_22.bookings AS bookings - FROM ***************************.mf_time_spine subq_24 + subq_20.ds AS metric_time__day + , subq_18.bookings AS bookings + FROM ***************************.mf_time_spine subq_20 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -30,13 +30,13 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_17 + ) subq_13 WHERE booking__is_instant - ) subq_19 + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_22 + ) subq_18 ON - subq_24.ds = subq_22.metric_time__day -) subq_25 + subq_20.ds = subq_18.metric_time__day +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index ad7f44cc45..cd695ffcf8 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,246 +1,246 @@ -- Compute Metrics via Expressions SELECT - subq_15.metric_time__day - , subq_15.booking__is_instant - , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , subq_11.booking__is_instant + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_14.metric_time__day - , subq_14.booking__is_instant - , subq_14.bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , subq_10.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_12.metric_time__day AS metric_time__day - , subq_11.booking__is_instant AS booking__is_instant - , subq_11.bookings AS bookings + subq_8.metric_time__day AS metric_time__day + , subq_7.booking__is_instant AS booking__is_instant + , subq_7.bookings AS bookings FROM ( -- Time Spine SELECT - subq_13.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_13 - ) subq_12 + subq_9.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_9 + ) subq_8 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_10.metric_time__day - , subq_10.booking__is_instant - , SUM(subq_10.bookings) AS bookings + subq_6.metric_time__day + , subq_6.booking__is_instant + , SUM(subq_6.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -333,19 +333,19 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 + ) subq_6 GROUP BY - subq_10.metric_time__day - , subq_10.booking__is_instant - ) subq_11 + subq_6.metric_time__day + , subq_6.booking__is_instant + ) subq_7 ON - subq_12.metric_time__day = subq_11.metric_time__day - ) subq_14 + subq_8.metric_time__day = subq_7.metric_time__day + ) subq_10 WHERE booking__is_instant -) subq_15 +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index d61eed9a9b..b77531128d 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_23.ds AS metric_time__day - , subq_21.booking__is_instant AS booking__is_instant - , subq_21.bookings AS bookings - FROM ***************************.mf_time_spine subq_23 + subq_19.ds AS metric_time__day + , subq_17.booking__is_instant AS booking__is_instant + , subq_17.bookings AS bookings + FROM ***************************.mf_time_spine subq_19 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -38,16 +38,16 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_17 + ) subq_13 WHERE booking__is_instant - ) subq_19 + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_21 + ) subq_17 ON - subq_23.ds = subq_21.metric_time__day - ) subq_24 + subq_19.ds = subq_17.metric_time__day + ) subq_20 WHERE booking__is_instant -) subq_25 +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0.sql index ec2c14d41a..666b0545f3 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,242 @@ -- Compute Metrics via Expressions SELECT - subq_15.metric_time__day - , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_13.metric_time__day AS metric_time__day - , subq_12.bookings AS bookings + subq_9.metric_time__day AS metric_time__day + , subq_8.bookings AS bookings FROM ( -- Time Spine SELECT - subq_14.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_14 - ) subq_13 + subq_10.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_10 + ) subq_9 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_11.metric_time__day - , SUM(subq_11.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_10.metric_time__day - , subq_10.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -329,17 +329,17 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 - ) subq_11 + ) subq_6 + ) subq_7 GROUP BY - subq_11.metric_time__day - ) subq_12 + subq_7.metric_time__day + ) subq_8 ON - subq_13.metric_time__day = subq_12.metric_time__day -) subq_15 + subq_9.metric_time__day = subq_8.metric_time__day +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 7d50623eec..937c857812 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_24.ds AS metric_time__day - , subq_22.bookings AS bookings - FROM ***************************.mf_time_spine subq_24 + subq_20.ds AS metric_time__day + , subq_18.bookings AS bookings + FROM ***************************.mf_time_spine subq_20 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -30,13 +30,13 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_17 + ) subq_13 WHERE booking__is_instant - ) subq_19 + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_22 + ) subq_18 ON - subq_24.ds = subq_22.metric_time__day -) subq_25 + subq_20.ds = subq_18.metric_time__day +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index 7690f4b8a6..224e31010d 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,246 +1,246 @@ -- Compute Metrics via Expressions SELECT - subq_15.metric_time__day - , subq_15.booking__is_instant - , COALESCE(subq_15.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , subq_11.booking__is_instant + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_14.metric_time__day - , subq_14.booking__is_instant - , subq_14.bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , subq_10.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_12.metric_time__day AS metric_time__day - , subq_11.booking__is_instant AS booking__is_instant - , subq_11.bookings AS bookings + subq_8.metric_time__day AS metric_time__day + , subq_7.booking__is_instant AS booking__is_instant + , subq_7.bookings AS bookings FROM ( -- Time Spine SELECT - subq_13.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_13 - ) subq_12 + subq_9.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_9 + ) subq_8 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_10.metric_time__day - , subq_10.booking__is_instant - , SUM(subq_10.bookings) AS bookings + subq_6.metric_time__day + , subq_6.booking__is_instant + , SUM(subq_6.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_9.metric_time__day - , subq_9.booking__is_instant - , subq_9.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , subq_8.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_7.ds__day - , subq_7.ds__week - , subq_7.ds__month - , subq_7.ds__quarter - , subq_7.ds__year - , subq_7.ds__extract_year - , subq_7.ds__extract_quarter - , subq_7.ds__extract_month - , subq_7.ds__extract_day - , subq_7.ds__extract_dow - , subq_7.ds__extract_doy - , subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.paid_at__day - , subq_7.paid_at__week - , subq_7.paid_at__month - , subq_7.paid_at__quarter - , subq_7.paid_at__year - , subq_7.paid_at__extract_year - , subq_7.paid_at__extract_quarter - , subq_7.paid_at__extract_month - , subq_7.paid_at__extract_day - , subq_7.paid_at__extract_dow - , subq_7.paid_at__extract_doy - , subq_7.booking__ds__day - , subq_7.booking__ds__week - , subq_7.booking__ds__month - , subq_7.booking__ds__quarter - , subq_7.booking__ds__year - , subq_7.booking__ds__extract_year - , subq_7.booking__ds__extract_quarter - , subq_7.booking__ds__extract_month - , subq_7.booking__ds__extract_day - , subq_7.booking__ds__extract_dow - , subq_7.booking__ds__extract_doy - , subq_7.booking__ds_partitioned__day - , subq_7.booking__ds_partitioned__week - , subq_7.booking__ds_partitioned__month - , subq_7.booking__ds_partitioned__quarter - , subq_7.booking__ds_partitioned__year - , subq_7.booking__ds_partitioned__extract_year - , subq_7.booking__ds_partitioned__extract_quarter - , subq_7.booking__ds_partitioned__extract_month - , subq_7.booking__ds_partitioned__extract_day - , subq_7.booking__ds_partitioned__extract_dow - , subq_7.booking__ds_partitioned__extract_doy - , subq_7.booking__paid_at__day - , subq_7.booking__paid_at__week - , subq_7.booking__paid_at__month - , subq_7.booking__paid_at__quarter - , subq_7.booking__paid_at__year - , subq_7.booking__paid_at__extract_year - , subq_7.booking__paid_at__extract_quarter - , subq_7.booking__paid_at__extract_month - , subq_7.booking__paid_at__extract_day - , subq_7.booking__paid_at__extract_dow - , subq_7.booking__paid_at__extract_doy - , subq_7.metric_time__day - , subq_7.metric_time__week - , subq_7.metric_time__month - , subq_7.metric_time__quarter - , subq_7.metric_time__year - , subq_7.metric_time__extract_year - , subq_7.metric_time__extract_quarter - , subq_7.metric_time__extract_month - , subq_7.metric_time__extract_day - , subq_7.metric_time__extract_dow - , subq_7.metric_time__extract_doy - , subq_7.listing - , subq_7.guest - , subq_7.host - , subq_7.booking__listing - , subq_7.booking__guest - , subq_7.booking__host - , subq_7.is_instant - , subq_7.booking__is_instant - , subq_7.bookings - , subq_7.instant_bookings - , subq_7.booking_value - , subq_7.max_booking_value - , subq_7.min_booking_value - , subq_7.bookers - , subq_7.average_booking_value - , subq_7.referred_bookings - , subq_7.median_booking_value - , subq_7.booking_value_p99 - , subq_7.discrete_booking_value_p99 - , subq_7.approximate_continuous_booking_value_p99 - , subq_7.approximate_discrete_booking_value_p99 + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( -- Metric Time Dimension 'ds' SELECT - subq_6.ds__day - , subq_6.ds__week - , subq_6.ds__month - , subq_6.ds__quarter - , subq_6.ds__year - , subq_6.ds__extract_year - , subq_6.ds__extract_quarter - , subq_6.ds__extract_month - , subq_6.ds__extract_day - , subq_6.ds__extract_dow - , subq_6.ds__extract_doy - , subq_6.ds_partitioned__day - , subq_6.ds_partitioned__week - , subq_6.ds_partitioned__month - , subq_6.ds_partitioned__quarter - , subq_6.ds_partitioned__year - , subq_6.ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy - , subq_6.paid_at__day - , subq_6.paid_at__week - , subq_6.paid_at__month - , subq_6.paid_at__quarter - , subq_6.paid_at__year - , subq_6.paid_at__extract_year - , subq_6.paid_at__extract_quarter - , subq_6.paid_at__extract_month - , subq_6.paid_at__extract_day - , subq_6.paid_at__extract_dow - , subq_6.paid_at__extract_doy - , subq_6.booking__ds__day - , subq_6.booking__ds__week - , subq_6.booking__ds__month - , subq_6.booking__ds__quarter - , subq_6.booking__ds__year - , subq_6.booking__ds__extract_year - , subq_6.booking__ds__extract_quarter - , subq_6.booking__ds__extract_month - , subq_6.booking__ds__extract_day - , subq_6.booking__ds__extract_dow - , subq_6.booking__ds__extract_doy - , subq_6.booking__ds_partitioned__day - , subq_6.booking__ds_partitioned__week - , subq_6.booking__ds_partitioned__month - , subq_6.booking__ds_partitioned__quarter - , subq_6.booking__ds_partitioned__year - , subq_6.booking__ds_partitioned__extract_year - , subq_6.booking__ds_partitioned__extract_quarter - , subq_6.booking__ds_partitioned__extract_month - , subq_6.booking__ds_partitioned__extract_day - , subq_6.booking__ds_partitioned__extract_dow - , subq_6.booking__ds_partitioned__extract_doy - , subq_6.booking__paid_at__day - , subq_6.booking__paid_at__week - , subq_6.booking__paid_at__month - , subq_6.booking__paid_at__quarter - , subq_6.booking__paid_at__year - , subq_6.booking__paid_at__extract_year - , subq_6.booking__paid_at__extract_quarter - , subq_6.booking__paid_at__extract_month - , subq_6.booking__paid_at__extract_day - , subq_6.booking__paid_at__extract_dow - , subq_6.booking__paid_at__extract_doy - , subq_6.ds__day AS metric_time__day - , subq_6.ds__week AS metric_time__week - , subq_6.ds__month AS metric_time__month - , subq_6.ds__quarter AS metric_time__quarter - , subq_6.ds__year AS metric_time__year - , subq_6.ds__extract_year AS metric_time__extract_year - , subq_6.ds__extract_quarter AS metric_time__extract_quarter - , subq_6.ds__extract_month AS metric_time__extract_month - , subq_6.ds__extract_day AS metric_time__extract_day - , subq_6.ds__extract_dow AS metric_time__extract_dow - , subq_6.ds__extract_doy AS metric_time__extract_doy - , subq_6.listing - , subq_6.guest - , subq_6.host - , subq_6.booking__listing - , subq_6.booking__guest - , subq_6.booking__host - , subq_6.is_instant - , subq_6.booking__is_instant - , subq_6.bookings - , subq_6.instant_bookings - , subq_6.booking_value - , subq_6.max_booking_value - , subq_6.min_booking_value - , subq_6.bookers - , subq_6.average_booking_value - , subq_6.referred_bookings - , subq_6.median_booking_value - , subq_6.booking_value_p99 - , subq_6.discrete_booking_value_p99 - , subq_6.approximate_continuous_booking_value_p99 - , subq_6.approximate_discrete_booking_value_p99 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.approximate_discrete_booking_value_p99 FROM ( -- Read Elements From Semantic Model 'bookings_source' SELECT @@ -333,19 +333,19 @@ FROM ( , bookings_source_src_28000.guest_id AS booking__guest , bookings_source_src_28000.host_id AS booking__host FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_6 - ) subq_7 + ) subq_2 + ) subq_3 WHERE booking__is_instant - ) subq_8 - ) subq_9 + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_10 + ) subq_6 GROUP BY - subq_10.metric_time__day - , subq_10.booking__is_instant - ) subq_11 + subq_6.metric_time__day + , subq_6.booking__is_instant + ) subq_7 ON - subq_12.metric_time__day = subq_11.metric_time__day - ) subq_14 + subq_8.metric_time__day = subq_7.metric_time__day + ) subq_10 WHERE booking__is_instant -) subq_15 +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index d61eed9a9b..b77531128d 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_23.ds AS metric_time__day - , subq_21.booking__is_instant AS booking__is_instant - , subq_21.bookings AS bookings - FROM ***************************.mf_time_spine subq_23 + subq_19.ds AS metric_time__day + , subq_17.booking__is_instant AS booking__is_instant + , subq_17.bookings AS bookings + FROM ***************************.mf_time_spine subq_19 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -38,16 +38,16 @@ FROM ( , is_instant AS booking__is_instant , 1 AS bookings FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_17 + ) subq_13 WHERE booking__is_instant - ) subq_19 + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_21 + ) subq_17 ON - subq_23.ds = subq_21.metric_time__day - ) subq_24 + subq_19.ds = subq_17.metric_time__day + ) subq_20 WHERE booking__is_instant -) subq_25 +) subq_21 From ca3043cf7fc8f5408f0621316b61feeccb428435 Mon Sep 17 00:00:00 2001 From: tlento Date: Wed, 29 May 2024 16:24:42 -0700 Subject: [PATCH 7/7] Remove unnecessary continue --- metricflow/plan_conversion/node_processor.py | 1 - 1 file changed, 1 deletion(-) diff --git a/metricflow/plan_conversion/node_processor.py b/metricflow/plan_conversion/node_processor.py index 71958a341a..0bf08942cf 100644 --- a/metricflow/plan_conversion/node_processor.py +++ b/metricflow/plan_conversion/node_processor.py @@ -377,7 +377,6 @@ def _add_where_constraint( ] if len(matching_filter_specs) == 0: filtered_nodes.append(source_node) - continue else: where_constraint = WhereFilterSpec.merge_iterable(matching_filter_specs) filtered_nodes.append(