diff --git a/tests_metricflow/integration/query_output/test_query_output.py b/tests_metricflow/integration/query_output/test_query_output.py new file mode 100644 index 000000000..82cb17cbe --- /dev/null +++ b/tests_metricflow/integration/query_output/test_query_output.py @@ -0,0 +1,63 @@ +from __future__ import annotations + +import pytest +from _pytest.fixtures import FixtureRequest +from metricflow_semantics.test_helpers.config_helpers import MetricFlowTestConfiguration + +from metricflow.engine.metricflow_engine import MetricFlowQueryRequest +from metricflow.protocols.sql_client import SqlClient +from tests_metricflow.integration.conftest import IntegrationTestHelpers +from tests_metricflow.snapshot_utils import assert_str_snapshot_equal +from metricflow_semantics.specs.query_param_implementations import DimensionOrEntityParameter, MetricParameter + + +@pytest.mark.sql_engine_snapshot +def test_metric_alias( # noqa: D103 + request: FixtureRequest, + mf_test_configuration: MetricFlowTestConfiguration, + sql_client: SqlClient, + it_helpers: IntegrationTestHelpers, +) -> None: + query_result = it_helpers.mf_engine.query( + MetricFlowQueryRequest.create_with_random_request_id( + metrics=(MetricParameter(name="bookings", alias="bookings_alias"),), + group_by_names=["metric_time__day"], + order_by_names=["metric_time__day"], + where_constraints=("{{ Metric('bookings', ['listing']) }} > 2",), + ) + ) + assert query_result.result_df is not None, "Unexpected empty result." + + assert_str_snapshot_equal( + request=request, + mf_test_configuration=mf_test_configuration, + snapshot_id="query_output", + snapshot_str=query_result.result_df.text_format(), + sql_engine=sql_client.sql_engine_type, + ) + + +@pytest.mark.sql_engine_snapshot +def test_derived_metric_alias( # noqa: D103 + request: FixtureRequest, + mf_test_configuration: MetricFlowTestConfiguration, + sql_client: SqlClient, + it_helpers: IntegrationTestHelpers, +) -> None: + query_result = it_helpers.mf_engine.query( + MetricFlowQueryRequest.create_with_random_request_id( + metrics=(MetricParameter(name="booking_fees", alias="bookings_alias"),), + group_by_names=["metric_time__day"], + order_by_names=["metric_time__day"], + where_constraints=("{{ Metric('bookings', ['listing']) }} > 2",), + ) + ) + assert query_result.result_df is not None, "Unexpected empty result." + + assert_str_snapshot_equal( + request=request, + mf_test_configuration=mf_test_configuration, + snapshot_id="query_output", + snapshot_str=query_result.result_df.text_format(), + sql_engine=sql_client.sql_engine_type, + ) diff --git a/tests_metricflow/query_rendering/test_query_rendering.py b/tests_metricflow/query_rendering/test_query_rendering.py index 8bc409642..ae175a777 100644 --- a/tests_metricflow/query_rendering/test_query_rendering.py +++ b/tests_metricflow/query_rendering/test_query_rendering.py @@ -20,6 +20,10 @@ from metricflow_semantics.specs.column_assoc import ColumnAssociationResolver from metricflow_semantics.specs.dimension_spec import DimensionSpec from metricflow_semantics.specs.metric_spec import MetricSpec +from metricflow_semantics.specs.query_param_implementations import ( + MetricParameter, + OrderByParameter, +) from metricflow_semantics.specs.query_spec import MetricFlowQuerySpec from metricflow_semantics.specs.time_dimension_spec import TimeDimensionSpec from metricflow_semantics.test_helpers.config_helpers import MetricFlowTestConfiguration @@ -603,3 +607,61 @@ def test_non_additive_dimension_with_non_default_grain( dataflow_plan_builder=dataflow_plan_builder, query_spec=query_spec, ) + + +@pytest.mark.sql_engine_snapshot +def test_metric_alias( + request: FixtureRequest, + mf_test_configuration: MetricFlowTestConfiguration, + dataflow_plan_builder: DataflowPlanBuilder, + sql_client: SqlClient, + query_parser: MetricFlowQueryParser, + dataflow_to_sql_converter: DataflowToSqlQueryPlanConverter, +) -> None: + """Tests a plan with an aliased metric.""" + metric = MetricParameter(name="bookings", alias="bookings_alias") + + query_spec = query_parser.parse_and_validate_query( + metrics=(metric,), + group_by_names=("metric_time__month",), + order_by=(OrderByParameter(metric),), + where_constraint_strs=("{{ Metric('bookings', ['listing']) }} > 2",), + ).query_spec + + render_and_check( + request=request, + mf_test_configuration=mf_test_configuration, + dataflow_to_sql_converter=dataflow_to_sql_converter, + sql_client=sql_client, + dataflow_plan_builder=dataflow_plan_builder, + query_spec=query_spec, + ) + + +@pytest.mark.sql_engine_snapshot +def test_derived_metric_alias( + request: FixtureRequest, + mf_test_configuration: MetricFlowTestConfiguration, + dataflow_plan_builder: DataflowPlanBuilder, + sql_client: SqlClient, + query_parser: MetricFlowQueryParser, + dataflow_to_sql_converter: DataflowToSqlQueryPlanConverter, +) -> None: + """Tests a plan with an aliased metric.""" + metric = MetricParameter(name="booking_fees", alias="bookings_alias") + + query_spec = query_parser.parse_and_validate_query( + metrics=(metric,), + group_by_names=("metric_time__day",), + order_by=(OrderByParameter(metric),), + where_constraint_strs=("{{ Metric('booking_fees', ['listing']) }} > 2",), + ).query_spec + + render_and_check( + request=request, + mf_test_configuration=mf_test_configuration, + dataflow_to_sql_converter=dataflow_to_sql_converter, + sql_client=sql_client, + dataflow_plan_builder=dataflow_plan_builder, + query_spec=query_spec, + ) diff --git a/tests_metricflow/snapshots/test_engine_specific_rendering.py/SqlPlan/DuckDB/test_add_time_expr__plan0.sql b/tests_metricflow/snapshots/test_engine_specific_rendering.py/SqlPlan/DuckDB/test_add_time_expr__plan0.sql new file mode 100644 index 000000000..984e2096f --- /dev/null +++ b/tests_metricflow/snapshots/test_engine_specific_rendering.py/SqlPlan/DuckDB/test_add_time_expr__plan0.sql @@ -0,0 +1,10 @@ +test_name: test_add_time_expr +test_filename: test_engine_specific_rendering.py +docstring: + Tests rendering of the SqlAddTimeExpr in a query. +sql_engine: DuckDB +--- +-- Test Add Time Expression +SELECT + '2020-01-01' + INTERVAL (1 * 3) month AS add_time +FROM foo.bar a diff --git a/tests_metricflow/snapshots/test_query_output.py/str/DuckDB/test_derived_metric_alias__query_output.txt b/tests_metricflow/snapshots/test_query_output.py/str/DuckDB/test_derived_metric_alias__query_output.txt new file mode 100644 index 000000000..033c0ec3c --- /dev/null +++ b/tests_metricflow/snapshots/test_query_output.py/str/DuckDB/test_derived_metric_alias__query_output.txt @@ -0,0 +1,12 @@ +test_name: test_derived_metric_alias +test_filename: test_query_output.py +--- + bookings_alias metric_time__day +---------------- ------------------- + 47.56 2019-12-01T00:00:00 + 284.93 2019-12-18T00:00:00 + 360.5 2019-12-19T00:00:00 + 0 2019-12-20T00:00:00 + 136.16 2020-01-01T00:00:00 + 132.78 2020-01-02T00:00:00 + 0 2020-01-03T00:00:00 diff --git a/tests_metricflow/snapshots/test_query_output.py/str/DuckDB/test_metric_alias__query_output.txt b/tests_metricflow/snapshots/test_query_output.py/str/DuckDB/test_metric_alias__query_output.txt new file mode 100644 index 000000000..f155e0fe5 --- /dev/null +++ b/tests_metricflow/snapshots/test_query_output.py/str/DuckDB/test_metric_alias__query_output.txt @@ -0,0 +1,12 @@ +test_name: test_metric_alias +test_filename: test_query_output.py +--- + bookings_alias metric_time__day +---------------- ------------------- + 1 2019-12-01T00:00:00 + 10 2019-12-18T00:00:00 + 18 2019-12-19T00:00:00 + 2 2019-12-20T00:00:00 + 5 2020-01-01T00:00:00 + 9 2020-01-02T00:00:00 + 1 2020-01-03T00:00:00 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlPlan/DuckDB/test_derived_metric_alias__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlPlan/DuckDB/test_derived_metric_alias__plan0.sql new file mode 100644 index 000000000..2e67d6bbd --- /dev/null +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlPlan/DuckDB/test_derived_metric_alias__plan0.sql @@ -0,0 +1,674 @@ +test_name: test_derived_metric_alias +test_filename: test_query_rendering.py +docstring: + Tests a plan with an aliased metric. +sql_engine: DuckDB +--- +-- Change Column Aliases +SELECT + subq_15.booking_fees AS bookings_alias + , subq_15.metric_time__day +FROM ( + -- Order By ['booking_fees'] + SELECT + subq_14.metric_time__day + , subq_14.booking_fees + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_13.metric_time__day + , booking_value * 0.05 AS booking_fees + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_12.metric_time__day + , subq_12.booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_11.metric_time__day + , SUM(subq_11.booking_value) AS booking_value + FROM ( + -- Pass Only Elements: ['booking_value', 'metric_time__day'] + SELECT + subq_10.metric_time__day + , subq_10.booking_value + FROM ( + -- Constrain Output with WHERE + SELECT + subq_9.ds__day + , subq_9.ds__week + , subq_9.ds__month + , subq_9.ds__quarter + , subq_9.ds__year + , subq_9.ds__extract_year + , subq_9.ds__extract_quarter + , subq_9.ds__extract_month + , subq_9.ds__extract_day + , subq_9.ds__extract_dow + , subq_9.ds__extract_doy + , subq_9.ds_partitioned__day + , subq_9.ds_partitioned__week + , subq_9.ds_partitioned__month + , subq_9.ds_partitioned__quarter + , subq_9.ds_partitioned__year + , subq_9.ds_partitioned__extract_year + , subq_9.ds_partitioned__extract_quarter + , subq_9.ds_partitioned__extract_month + , subq_9.ds_partitioned__extract_day + , subq_9.ds_partitioned__extract_dow + , subq_9.ds_partitioned__extract_doy + , subq_9.paid_at__day + , subq_9.paid_at__week + , subq_9.paid_at__month + , subq_9.paid_at__quarter + , subq_9.paid_at__year + , subq_9.paid_at__extract_year + , subq_9.paid_at__extract_quarter + , subq_9.paid_at__extract_month + , subq_9.paid_at__extract_day + , subq_9.paid_at__extract_dow + , subq_9.paid_at__extract_doy + , subq_9.booking__ds__day + , subq_9.booking__ds__week + , subq_9.booking__ds__month + , subq_9.booking__ds__quarter + , subq_9.booking__ds__year + , subq_9.booking__ds__extract_year + , subq_9.booking__ds__extract_quarter + , subq_9.booking__ds__extract_month + , subq_9.booking__ds__extract_day + , subq_9.booking__ds__extract_dow + , subq_9.booking__ds__extract_doy + , subq_9.booking__ds_partitioned__day + , subq_9.booking__ds_partitioned__week + , subq_9.booking__ds_partitioned__month + , subq_9.booking__ds_partitioned__quarter + , subq_9.booking__ds_partitioned__year + , subq_9.booking__ds_partitioned__extract_year + , subq_9.booking__ds_partitioned__extract_quarter + , subq_9.booking__ds_partitioned__extract_month + , subq_9.booking__ds_partitioned__extract_day + , subq_9.booking__ds_partitioned__extract_dow + , subq_9.booking__ds_partitioned__extract_doy + , subq_9.booking__paid_at__day + , subq_9.booking__paid_at__week + , subq_9.booking__paid_at__month + , subq_9.booking__paid_at__quarter + , subq_9.booking__paid_at__year + , subq_9.booking__paid_at__extract_year + , subq_9.booking__paid_at__extract_quarter + , subq_9.booking__paid_at__extract_month + , subq_9.booking__paid_at__extract_day + , subq_9.booking__paid_at__extract_dow + , subq_9.booking__paid_at__extract_doy + , subq_9.metric_time__day + , subq_9.metric_time__week + , subq_9.metric_time__month + , subq_9.metric_time__quarter + , subq_9.metric_time__year + , subq_9.metric_time__extract_year + , subq_9.metric_time__extract_quarter + , subq_9.metric_time__extract_month + , subq_9.metric_time__extract_day + , subq_9.metric_time__extract_dow + , subq_9.metric_time__extract_doy + , subq_9.listing + , subq_9.guest + , subq_9.host + , subq_9.booking__listing + , subq_9.booking__guest + , subq_9.booking__host + , subq_9.is_instant + , subq_9.booking__is_instant + , subq_9.listing__booking_fees + , subq_9.bookings + , subq_9.instant_bookings + , subq_9.booking_value + , subq_9.max_booking_value + , subq_9.min_booking_value + , subq_9.bookers + , subq_9.average_booking_value + , subq_9.referred_bookings + , subq_9.median_booking_value + , subq_9.booking_value_p99 + , subq_9.discrete_booking_value_p99 + , subq_9.approximate_continuous_booking_value_p99 + , subq_9.approximate_discrete_booking_value_p99 + FROM ( + -- Join Standard Outputs + SELECT + subq_8.listing__booking_fees AS listing__booking_fees + , subq_1.ds__day AS ds__day + , subq_1.ds__week AS ds__week + , subq_1.ds__month AS ds__month + , subq_1.ds__quarter AS ds__quarter + , subq_1.ds__year AS ds__year + , subq_1.ds__extract_year AS ds__extract_year + , subq_1.ds__extract_quarter AS ds__extract_quarter + , subq_1.ds__extract_month AS ds__extract_month + , subq_1.ds__extract_day AS ds__extract_day + , subq_1.ds__extract_dow AS ds__extract_dow + , subq_1.ds__extract_doy AS ds__extract_doy + , subq_1.ds_partitioned__day AS ds_partitioned__day + , subq_1.ds_partitioned__week AS ds_partitioned__week + , subq_1.ds_partitioned__month AS ds_partitioned__month + , subq_1.ds_partitioned__quarter AS ds_partitioned__quarter + , subq_1.ds_partitioned__year AS ds_partitioned__year + , subq_1.ds_partitioned__extract_year AS ds_partitioned__extract_year + , subq_1.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter + , subq_1.ds_partitioned__extract_month AS ds_partitioned__extract_month + , subq_1.ds_partitioned__extract_day AS ds_partitioned__extract_day + , subq_1.ds_partitioned__extract_dow AS ds_partitioned__extract_dow + , subq_1.ds_partitioned__extract_doy AS ds_partitioned__extract_doy + , subq_1.paid_at__day AS paid_at__day + , subq_1.paid_at__week AS paid_at__week + , subq_1.paid_at__month AS paid_at__month + , subq_1.paid_at__quarter AS paid_at__quarter + , subq_1.paid_at__year AS paid_at__year + , subq_1.paid_at__extract_year AS paid_at__extract_year + , subq_1.paid_at__extract_quarter AS paid_at__extract_quarter + , subq_1.paid_at__extract_month AS paid_at__extract_month + , subq_1.paid_at__extract_day AS paid_at__extract_day + , subq_1.paid_at__extract_dow AS paid_at__extract_dow + , subq_1.paid_at__extract_doy AS paid_at__extract_doy + , subq_1.booking__ds__day AS booking__ds__day + , subq_1.booking__ds__week AS booking__ds__week + , subq_1.booking__ds__month AS booking__ds__month + , subq_1.booking__ds__quarter AS booking__ds__quarter + , subq_1.booking__ds__year AS booking__ds__year + , subq_1.booking__ds__extract_year AS booking__ds__extract_year + , subq_1.booking__ds__extract_quarter AS booking__ds__extract_quarter + , subq_1.booking__ds__extract_month AS booking__ds__extract_month + , subq_1.booking__ds__extract_day AS booking__ds__extract_day + , subq_1.booking__ds__extract_dow AS booking__ds__extract_dow + , subq_1.booking__ds__extract_doy AS booking__ds__extract_doy + , subq_1.booking__ds_partitioned__day AS booking__ds_partitioned__day + , subq_1.booking__ds_partitioned__week AS booking__ds_partitioned__week + , subq_1.booking__ds_partitioned__month AS booking__ds_partitioned__month + , subq_1.booking__ds_partitioned__quarter AS booking__ds_partitioned__quarter + , subq_1.booking__ds_partitioned__year AS booking__ds_partitioned__year + , subq_1.booking__ds_partitioned__extract_year AS booking__ds_partitioned__extract_year + , subq_1.booking__ds_partitioned__extract_quarter AS booking__ds_partitioned__extract_quarter + , subq_1.booking__ds_partitioned__extract_month AS booking__ds_partitioned__extract_month + , subq_1.booking__ds_partitioned__extract_day AS booking__ds_partitioned__extract_day + , subq_1.booking__ds_partitioned__extract_dow AS booking__ds_partitioned__extract_dow + , subq_1.booking__ds_partitioned__extract_doy AS booking__ds_partitioned__extract_doy + , subq_1.booking__paid_at__day AS booking__paid_at__day + , subq_1.booking__paid_at__week AS booking__paid_at__week + , subq_1.booking__paid_at__month AS booking__paid_at__month + , subq_1.booking__paid_at__quarter AS booking__paid_at__quarter + , subq_1.booking__paid_at__year AS booking__paid_at__year + , subq_1.booking__paid_at__extract_year AS booking__paid_at__extract_year + , subq_1.booking__paid_at__extract_quarter AS booking__paid_at__extract_quarter + , subq_1.booking__paid_at__extract_month AS booking__paid_at__extract_month + , subq_1.booking__paid_at__extract_day AS booking__paid_at__extract_day + , subq_1.booking__paid_at__extract_dow AS booking__paid_at__extract_dow + , subq_1.booking__paid_at__extract_doy AS booking__paid_at__extract_doy + , subq_1.metric_time__day AS metric_time__day + , subq_1.metric_time__week AS metric_time__week + , subq_1.metric_time__month AS metric_time__month + , subq_1.metric_time__quarter AS metric_time__quarter + , subq_1.metric_time__year AS metric_time__year + , subq_1.metric_time__extract_year AS metric_time__extract_year + , subq_1.metric_time__extract_quarter AS metric_time__extract_quarter + , subq_1.metric_time__extract_month AS metric_time__extract_month + , subq_1.metric_time__extract_day AS metric_time__extract_day + , subq_1.metric_time__extract_dow AS metric_time__extract_dow + , subq_1.metric_time__extract_doy AS metric_time__extract_doy + , subq_1.listing AS listing + , subq_1.guest AS guest + , subq_1.host AS host + , subq_1.booking__listing AS booking__listing + , subq_1.booking__guest AS booking__guest + , subq_1.booking__host AS booking__host + , subq_1.is_instant AS is_instant + , subq_1.booking__is_instant AS booking__is_instant + , subq_1.bookings AS bookings + , subq_1.instant_bookings AS instant_bookings + , subq_1.booking_value AS booking_value + , subq_1.max_booking_value AS max_booking_value + , subq_1.min_booking_value AS min_booking_value + , subq_1.bookers AS bookers + , subq_1.average_booking_value AS average_booking_value + , subq_1.referred_bookings AS referred_bookings + , subq_1.median_booking_value AS median_booking_value + , subq_1.booking_value_p99 AS booking_value_p99 + , subq_1.discrete_booking_value_p99 AS discrete_booking_value_p99 + , subq_1.approximate_continuous_booking_value_p99 AS approximate_continuous_booking_value_p99 + , subq_1.approximate_discrete_booking_value_p99 AS approximate_discrete_booking_value_p99 + 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 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['listing', 'listing__booking_fees'] + SELECT + subq_7.listing + , subq_7.listing__booking_fees + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_6.listing + , booking_value * 0.05 AS listing__booking_fees + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_5.listing + , subq_5.booking_value + FROM ( + -- Aggregate Measures + SELECT + subq_4.listing + , SUM(subq_4.booking_value) AS booking_value + FROM ( + -- Pass Only Elements: ['booking_value', 'listing'] + SELECT + subq_3.listing + , subq_3.booking_value + 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 + ) subq_4 + GROUP BY + subq_4.listing + ) subq_5 + ) subq_6 + ) subq_7 + ) subq_8 + ON + subq_1.listing = subq_8.listing + ) subq_9 + WHERE listing__booking_fees > 2 + ) subq_10 + ) subq_11 + GROUP BY + subq_11.metric_time__day + ) subq_12 + ) subq_13 + ) subq_14 + ORDER BY subq_14.bookings_alias +) subq_15 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlPlan/DuckDB/test_derived_metric_alias__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlPlan/DuckDB/test_derived_metric_alias__plan0_optimized.sql new file mode 100644 index 000000000..710375390 --- /dev/null +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlPlan/DuckDB/test_derived_metric_alias__plan0_optimized.sql @@ -0,0 +1,68 @@ +test_name: test_derived_metric_alias +test_filename: test_query_rendering.py +docstring: + Tests a plan with an aliased metric. +sql_engine: DuckDB +--- +-- Order By ['booking_fees'] +-- Change Column Aliases +WITH sma_28009_cte AS ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , booking_value + FROM ***************************.fct_bookings bookings_source_src_28000 +) + +SELECT + booking_fees AS bookings_alias + , metric_time__day AS metric_time__day +FROM ( + -- Compute Metrics via Expressions + SELECT + metric_time__day + , booking_value * 0.05 AS booking_fees + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['booking_value', 'metric_time__day'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + metric_time__day + , SUM(booking_value) AS booking_value + FROM ( + -- Join Standard Outputs + SELECT + subq_23.listing__booking_fees AS listing__booking_fees + , sma_28009_cte.metric_time__day AS metric_time__day + , sma_28009_cte.booking_value AS booking_value + FROM sma_28009_cte sma_28009_cte + LEFT OUTER JOIN ( + -- Compute Metrics via Expressions + -- Pass Only Elements: ['listing', 'listing__booking_fees'] + SELECT + listing + , booking_value * 0.05 AS listing__booking_fees + FROM ( + -- Read From CTE For node_id=sma_28009 + -- Pass Only Elements: ['booking_value', 'listing'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing + , SUM(booking_value) AS booking_value + FROM sma_28009_cte sma_28009_cte + GROUP BY + listing + ) subq_21 + ) subq_23 + ON + sma_28009_cte.listing = subq_23.listing + ) subq_24 + WHERE listing__booking_fees > 2 + GROUP BY + metric_time__day + ) subq_28 +) subq_29 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlPlan/DuckDB/test_metric_alias__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlPlan/DuckDB/test_metric_alias__plan0.sql new file mode 100644 index 000000000..b99986b3c --- /dev/null +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlPlan/DuckDB/test_metric_alias__plan0.sql @@ -0,0 +1,662 @@ +test_name: test_metric_alias +test_filename: test_query_rendering.py +docstring: + Tests a plan with an aliased metric. +sql_engine: DuckDB +--- +-- Change Column Aliases +SELECT + subq_13.bookings AS bookings_alias + , subq_13.metric_time__month +FROM ( + -- Order By ['bookings'] + SELECT + subq_12.metric_time__month + , subq_12.bookings + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_11.metric_time__month + , subq_11.bookings + FROM ( + -- Aggregate Measures + SELECT + subq_10.metric_time__month + , SUM(subq_10.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'metric_time__month'] + SELECT + subq_9.metric_time__month + , subq_9.bookings + FROM ( + -- Constrain Output with WHERE + 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.ds_partitioned__day + , subq_8.ds_partitioned__week + , subq_8.ds_partitioned__month + , subq_8.ds_partitioned__quarter + , subq_8.ds_partitioned__year + , subq_8.ds_partitioned__extract_year + , subq_8.ds_partitioned__extract_quarter + , subq_8.ds_partitioned__extract_month + , subq_8.ds_partitioned__extract_day + , subq_8.ds_partitioned__extract_dow + , subq_8.ds_partitioned__extract_doy + , subq_8.paid_at__day + , subq_8.paid_at__week + , subq_8.paid_at__month + , subq_8.paid_at__quarter + , subq_8.paid_at__year + , subq_8.paid_at__extract_year + , subq_8.paid_at__extract_quarter + , subq_8.paid_at__extract_month + , subq_8.paid_at__extract_day + , subq_8.paid_at__extract_dow + , subq_8.paid_at__extract_doy + , subq_8.booking__ds__day + , subq_8.booking__ds__week + , subq_8.booking__ds__month + , subq_8.booking__ds__quarter + , subq_8.booking__ds__year + , subq_8.booking__ds__extract_year + , subq_8.booking__ds__extract_quarter + , subq_8.booking__ds__extract_month + , subq_8.booking__ds__extract_day + , subq_8.booking__ds__extract_dow + , subq_8.booking__ds__extract_doy + , subq_8.booking__ds_partitioned__day + , subq_8.booking__ds_partitioned__week + , subq_8.booking__ds_partitioned__month + , subq_8.booking__ds_partitioned__quarter + , subq_8.booking__ds_partitioned__year + , subq_8.booking__ds_partitioned__extract_year + , subq_8.booking__ds_partitioned__extract_quarter + , subq_8.booking__ds_partitioned__extract_month + , subq_8.booking__ds_partitioned__extract_day + , subq_8.booking__ds_partitioned__extract_dow + , subq_8.booking__ds_partitioned__extract_doy + , subq_8.booking__paid_at__day + , subq_8.booking__paid_at__week + , subq_8.booking__paid_at__month + , subq_8.booking__paid_at__quarter + , subq_8.booking__paid_at__year + , subq_8.booking__paid_at__extract_year + , subq_8.booking__paid_at__extract_quarter + , subq_8.booking__paid_at__extract_month + , subq_8.booking__paid_at__extract_day + , subq_8.booking__paid_at__extract_dow + , subq_8.booking__paid_at__extract_doy + , subq_8.metric_time__day + , subq_8.metric_time__week + , subq_8.metric_time__month + , subq_8.metric_time__quarter + , subq_8.metric_time__year + , subq_8.metric_time__extract_year + , subq_8.metric_time__extract_quarter + , subq_8.metric_time__extract_month + , subq_8.metric_time__extract_day + , subq_8.metric_time__extract_dow + , subq_8.metric_time__extract_doy + , subq_8.listing + , subq_8.guest + , subq_8.host + , subq_8.booking__listing + , subq_8.booking__guest + , subq_8.booking__host + , subq_8.is_instant + , subq_8.booking__is_instant + , subq_8.listing__bookings + , subq_8.bookings + , subq_8.instant_bookings + , subq_8.booking_value + , subq_8.max_booking_value + , subq_8.min_booking_value + , subq_8.bookers + , subq_8.average_booking_value + , subq_8.referred_bookings + , subq_8.median_booking_value + , subq_8.booking_value_p99 + , subq_8.discrete_booking_value_p99 + , subq_8.approximate_continuous_booking_value_p99 + , subq_8.approximate_discrete_booking_value_p99 + FROM ( + -- Join Standard Outputs + SELECT + subq_7.listing__bookings AS listing__bookings + , subq_1.ds__day AS ds__day + , subq_1.ds__week AS ds__week + , subq_1.ds__month AS ds__month + , subq_1.ds__quarter AS ds__quarter + , subq_1.ds__year AS ds__year + , subq_1.ds__extract_year AS ds__extract_year + , subq_1.ds__extract_quarter AS ds__extract_quarter + , subq_1.ds__extract_month AS ds__extract_month + , subq_1.ds__extract_day AS ds__extract_day + , subq_1.ds__extract_dow AS ds__extract_dow + , subq_1.ds__extract_doy AS ds__extract_doy + , subq_1.ds_partitioned__day AS ds_partitioned__day + , subq_1.ds_partitioned__week AS ds_partitioned__week + , subq_1.ds_partitioned__month AS ds_partitioned__month + , subq_1.ds_partitioned__quarter AS ds_partitioned__quarter + , subq_1.ds_partitioned__year AS ds_partitioned__year + , subq_1.ds_partitioned__extract_year AS ds_partitioned__extract_year + , subq_1.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter + , subq_1.ds_partitioned__extract_month AS ds_partitioned__extract_month + , subq_1.ds_partitioned__extract_day AS ds_partitioned__extract_day + , subq_1.ds_partitioned__extract_dow AS ds_partitioned__extract_dow + , subq_1.ds_partitioned__extract_doy AS ds_partitioned__extract_doy + , subq_1.paid_at__day AS paid_at__day + , subq_1.paid_at__week AS paid_at__week + , subq_1.paid_at__month AS paid_at__month + , subq_1.paid_at__quarter AS paid_at__quarter + , subq_1.paid_at__year AS paid_at__year + , subq_1.paid_at__extract_year AS paid_at__extract_year + , subq_1.paid_at__extract_quarter AS paid_at__extract_quarter + , subq_1.paid_at__extract_month AS paid_at__extract_month + , subq_1.paid_at__extract_day AS paid_at__extract_day + , subq_1.paid_at__extract_dow AS paid_at__extract_dow + , subq_1.paid_at__extract_doy AS paid_at__extract_doy + , subq_1.booking__ds__day AS booking__ds__day + , subq_1.booking__ds__week AS booking__ds__week + , subq_1.booking__ds__month AS booking__ds__month + , subq_1.booking__ds__quarter AS booking__ds__quarter + , subq_1.booking__ds__year AS booking__ds__year + , subq_1.booking__ds__extract_year AS booking__ds__extract_year + , subq_1.booking__ds__extract_quarter AS booking__ds__extract_quarter + , subq_1.booking__ds__extract_month AS booking__ds__extract_month + , subq_1.booking__ds__extract_day AS booking__ds__extract_day + , subq_1.booking__ds__extract_dow AS booking__ds__extract_dow + , subq_1.booking__ds__extract_doy AS booking__ds__extract_doy + , subq_1.booking__ds_partitioned__day AS booking__ds_partitioned__day + , subq_1.booking__ds_partitioned__week AS booking__ds_partitioned__week + , subq_1.booking__ds_partitioned__month AS booking__ds_partitioned__month + , subq_1.booking__ds_partitioned__quarter AS booking__ds_partitioned__quarter + , subq_1.booking__ds_partitioned__year AS booking__ds_partitioned__year + , subq_1.booking__ds_partitioned__extract_year AS booking__ds_partitioned__extract_year + , subq_1.booking__ds_partitioned__extract_quarter AS booking__ds_partitioned__extract_quarter + , subq_1.booking__ds_partitioned__extract_month AS booking__ds_partitioned__extract_month + , subq_1.booking__ds_partitioned__extract_day AS booking__ds_partitioned__extract_day + , subq_1.booking__ds_partitioned__extract_dow AS booking__ds_partitioned__extract_dow + , subq_1.booking__ds_partitioned__extract_doy AS booking__ds_partitioned__extract_doy + , subq_1.booking__paid_at__day AS booking__paid_at__day + , subq_1.booking__paid_at__week AS booking__paid_at__week + , subq_1.booking__paid_at__month AS booking__paid_at__month + , subq_1.booking__paid_at__quarter AS booking__paid_at__quarter + , subq_1.booking__paid_at__year AS booking__paid_at__year + , subq_1.booking__paid_at__extract_year AS booking__paid_at__extract_year + , subq_1.booking__paid_at__extract_quarter AS booking__paid_at__extract_quarter + , subq_1.booking__paid_at__extract_month AS booking__paid_at__extract_month + , subq_1.booking__paid_at__extract_day AS booking__paid_at__extract_day + , subq_1.booking__paid_at__extract_dow AS booking__paid_at__extract_dow + , subq_1.booking__paid_at__extract_doy AS booking__paid_at__extract_doy + , subq_1.metric_time__day AS metric_time__day + , subq_1.metric_time__week AS metric_time__week + , subq_1.metric_time__month AS metric_time__month + , subq_1.metric_time__quarter AS metric_time__quarter + , subq_1.metric_time__year AS metric_time__year + , subq_1.metric_time__extract_year AS metric_time__extract_year + , subq_1.metric_time__extract_quarter AS metric_time__extract_quarter + , subq_1.metric_time__extract_month AS metric_time__extract_month + , subq_1.metric_time__extract_day AS metric_time__extract_day + , subq_1.metric_time__extract_dow AS metric_time__extract_dow + , subq_1.metric_time__extract_doy AS metric_time__extract_doy + , subq_1.listing AS listing + , subq_1.guest AS guest + , subq_1.host AS host + , subq_1.booking__listing AS booking__listing + , subq_1.booking__guest AS booking__guest + , subq_1.booking__host AS booking__host + , subq_1.is_instant AS is_instant + , subq_1.booking__is_instant AS booking__is_instant + , subq_1.bookings AS bookings + , subq_1.instant_bookings AS instant_bookings + , subq_1.booking_value AS booking_value + , subq_1.max_booking_value AS max_booking_value + , subq_1.min_booking_value AS min_booking_value + , subq_1.bookers AS bookers + , subq_1.average_booking_value AS average_booking_value + , subq_1.referred_bookings AS referred_bookings + , subq_1.median_booking_value AS median_booking_value + , subq_1.booking_value_p99 AS booking_value_p99 + , subq_1.discrete_booking_value_p99 AS discrete_booking_value_p99 + , subq_1.approximate_continuous_booking_value_p99 AS approximate_continuous_booking_value_p99 + , subq_1.approximate_discrete_booking_value_p99 AS approximate_discrete_booking_value_p99 + 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 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['listing', 'listing__bookings'] + SELECT + subq_6.listing + , subq_6.listing__bookings + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_5.listing + , subq_5.bookings AS listing__bookings + FROM ( + -- Aggregate Measures + SELECT + subq_4.listing + , SUM(subq_4.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing'] + SELECT + subq_3.listing + , subq_3.bookings + 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 + ) subq_4 + GROUP BY + subq_4.listing + ) subq_5 + ) subq_6 + ) subq_7 + ON + subq_1.listing = subq_7.listing + ) subq_8 + WHERE listing__bookings > 2 + ) subq_9 + ) subq_10 + GROUP BY + subq_10.metric_time__month + ) subq_11 + ) subq_12 + ORDER BY subq_12.bookings_alias +) subq_13 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlPlan/DuckDB/test_metric_alias__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlPlan/DuckDB/test_metric_alias__plan0_optimized.sql new file mode 100644 index 000000000..7c04bb04b --- /dev/null +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlPlan/DuckDB/test_metric_alias__plan0_optimized.sql @@ -0,0 +1,63 @@ +test_name: test_metric_alias +test_filename: test_query_rendering.py +docstring: + Tests a plan with an aliased metric. +sql_engine: DuckDB +--- +-- Order By ['bookings'] +-- Change Column Aliases +WITH sma_28009_cte AS ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('month', ds) AS metric_time__month + , listing_id AS listing + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 +) + +SELECT + bookings AS bookings_alias + , metric_time__month AS metric_time__month +FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'metric_time__month'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + metric_time__month + , SUM(bookings) AS bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_20.listing__bookings AS listing__bookings + , subq_15.metric_time__month AS metric_time__month + , subq_15.bookings AS bookings + FROM ( + -- Read From CTE For node_id=sma_28009 + SELECT + metric_time__month + , listing + , bookings + FROM sma_28009_cte sma_28009_cte + ) subq_15 + LEFT OUTER JOIN ( + -- Read From CTE For node_id=sma_28009 + -- Pass Only Elements: ['bookings', 'listing'] + -- Aggregate Measures + -- Compute Metrics via Expressions + -- Pass Only Elements: ['listing', 'listing__bookings'] + SELECT + listing + , SUM(bookings) AS listing__bookings + FROM sma_28009_cte sma_28009_cte + GROUP BY + listing + ) subq_20 + ON + subq_15.listing = subq_20.listing + ) subq_21 + WHERE listing__bookings > 2 + GROUP BY + metric_time__month +) subq_25