From 45a970d17737b010b0b4cdca0a76248d0bec1a2c Mon Sep 17 00:00:00 2001 From: Courtney Holcomb Date: Mon, 13 Nov 2023 11:18:07 -0800 Subject: [PATCH] Add test for time offset metric based on non-default granularity (#859) --- metricflow/plan_conversion/dataflow_to_sql.py | 4 +- metricflow/test/fixtures/dataflow_fixtures.py | 12 +++ .../metrics/bookings_last_month.yaml | 10 ++ metricflow/test/fixtures/sql_fixtures.py | 10 ++ .../test_derived_metric_rendering.py | 32 +++++- ...nth_dimension_and_offset_window__plan0.sql | 100 ++++++++++++++++++ ...ion_and_offset_window__plan0_optimized.sql | 28 +++++ ...nth_dimension_and_offset_window__plan0.sql | 100 ++++++++++++++++++ ...ion_and_offset_window__plan0_optimized.sql | 28 +++++ ...nth_dimension_and_offset_window__plan0.sql | 100 ++++++++++++++++++ ...ion_and_offset_window__plan0_optimized.sql | 28 +++++ ...nth_dimension_and_offset_window__plan0.sql | 100 ++++++++++++++++++ ...ion_and_offset_window__plan0_optimized.sql | 28 +++++ ...nth_dimension_and_offset_window__plan0.sql | 100 ++++++++++++++++++ ...ion_and_offset_window__plan0_optimized.sql | 28 +++++ ...nth_dimension_and_offset_window__plan0.sql | 100 ++++++++++++++++++ ...ion_and_offset_window__plan0_optimized.sql | 28 +++++ 17 files changed, 833 insertions(+), 3 deletions(-) create mode 100644 metricflow/test/fixtures/semantic_manifest_yamls/extended_date_manifest/metrics/bookings_last_month.yaml create mode 100644 metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql create mode 100644 metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql create mode 100644 metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql create mode 100644 metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql create mode 100644 metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql create mode 100644 metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql create mode 100644 metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql create mode 100644 metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql create mode 100644 metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql create mode 100644 metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql create mode 100644 metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql create mode 100644 metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql diff --git a/metricflow/plan_conversion/dataflow_to_sql.py b/metricflow/plan_conversion/dataflow_to_sql.py index 66607417fa..28ac6d398a 100644 --- a/metricflow/plan_conversion/dataflow_to_sql.py +++ b/metricflow/plan_conversion/dataflow_to_sql.py @@ -1043,8 +1043,8 @@ def visit_metric_time_dimension_transform_node(self, node: MetricTimeDimensionTr semantic_model_reference=measure_instance.origin_semantic_model_reference.semantic_model_reference ) assert semantic_model is not None, ( - f"{measure_instance} was defined from {measure_instance.origin_semantic_model_reference}, but that" - f"can't be found" + f"{measure_instance} was defined from " + f"{measure_instance.origin_semantic_model_reference.semantic_model_reference}, but that can't be found" ) aggregation_time_dimension_for_measure = semantic_model.checked_agg_time_dimension_for_measure( measure_reference=measure_instance.spec.as_reference diff --git a/metricflow/test/fixtures/dataflow_fixtures.py b/metricflow/test/fixtures/dataflow_fixtures.py index d7bf7f89bc..eb34764f01 100644 --- a/metricflow/test/fixtures/dataflow_fixtures.py +++ b/metricflow/test/fixtures/dataflow_fixtures.py @@ -38,6 +38,18 @@ def dataflow_plan_builder( # noqa: D ) +@pytest.fixture +def extended_date_dataflow_plan_builder( # noqa: D + extended_date_semantic_manifest_lookup: SemanticManifestLookup, + consistent_id_object_repository: ConsistentIdObjectRepository, +) -> DataflowPlanBuilder: + return DataflowPlanBuilder( + source_nodes=consistent_id_object_repository.extended_date_model_source_nodes, + read_nodes=list(consistent_id_object_repository.extended_date_model_read_nodes.values()), + semantic_manifest_lookup=extended_date_semantic_manifest_lookup, + ) + + @pytest.fixture def multihop_dataflow_plan_builder( # noqa: D multi_hop_join_semantic_manifest_lookup: SemanticManifestLookup, diff --git a/metricflow/test/fixtures/semantic_manifest_yamls/extended_date_manifest/metrics/bookings_last_month.yaml b/metricflow/test/fixtures/semantic_manifest_yamls/extended_date_manifest/metrics/bookings_last_month.yaml new file mode 100644 index 0000000000..3eb6cdf87c --- /dev/null +++ b/metricflow/test/fixtures/semantic_manifest_yamls/extended_date_manifest/metrics/bookings_last_month.yaml @@ -0,0 +1,10 @@ +metric: + name: bookings_last_month + description: bookings the prior month, based on dimension with month granularity + type: derived + type_params: + expr: bookings_last_month + metrics: + - name: bookings_monthly + offset_window: 1 month + alias: bookings_last_month diff --git a/metricflow/test/fixtures/sql_fixtures.py b/metricflow/test/fixtures/sql_fixtures.py index 3a46c97b2d..bd69ca0f34 100644 --- a/metricflow/test/fixtures/sql_fixtures.py +++ b/metricflow/test/fixtures/sql_fixtures.py @@ -21,3 +21,13 @@ def dataflow_to_sql_converter( # noqa: D column_association_resolver=DunderColumnAssociationResolver(simple_semantic_manifest_lookup), semantic_manifest_lookup=simple_semantic_manifest_lookup, ) + + +@pytest.fixture(scope="session") +def extended_date_dataflow_to_sql_converter( # noqa: D + extended_date_semantic_manifest_lookup: SemanticManifestLookup, +) -> DataflowToSqlQueryPlanConverter: + return DataflowToSqlQueryPlanConverter( + column_association_resolver=DunderColumnAssociationResolver(extended_date_semantic_manifest_lookup), + semantic_manifest_lookup=extended_date_semantic_manifest_lookup, + ) diff --git a/metricflow/test/query_rendering/test_derived_metric_rendering.py b/metricflow/test/query_rendering/test_derived_metric_rendering.py index a547f73e4f..f28197b49b 100644 --- a/metricflow/test/query_rendering/test_derived_metric_rendering.py +++ b/metricflow/test/query_rendering/test_derived_metric_rendering.py @@ -17,7 +17,13 @@ from metricflow.specs.where_filter_transform import WhereSpecFactory from metricflow.test.fixtures.setup_fixtures import MetricFlowTestSessionState from metricflow.test.query_rendering.compare_rendered_query import convert_and_check -from metricflow.test.time.metric_time_dimension import MTD_SPEC_DAY, MTD_SPEC_QUARTER, MTD_SPEC_WEEK, MTD_SPEC_YEAR +from metricflow.test.time.metric_time_dimension import ( + MTD_SPEC_DAY, + MTD_SPEC_MONTH, + MTD_SPEC_QUARTER, + MTD_SPEC_WEEK, + MTD_SPEC_YEAR, +) @pytest.mark.sql_engine_snapshot @@ -223,6 +229,30 @@ def test_derived_metric_with_offset_window_and_granularity( # noqa: D ) +@pytest.mark.sql_engine_snapshot +def test_derived_metric_with_month_dimension_and_offset_window( # noqa: D + request: FixtureRequest, + mf_test_session_state: MetricFlowTestSessionState, + extended_date_dataflow_plan_builder: DataflowPlanBuilder, + extended_date_dataflow_to_sql_converter: DataflowToSqlQueryPlanConverter, + sql_client: SqlClient, +) -> None: + dataflow_plan = extended_date_dataflow_plan_builder.build_plan( + MetricFlowQuerySpec( + metric_specs=(MetricSpec(element_name="bookings_last_month"),), + time_dimension_specs=(MTD_SPEC_MONTH,), + ) + ) + + convert_and_check( + request=request, + mf_test_session_state=mf_test_session_state, + dataflow_to_sql_converter=extended_date_dataflow_to_sql_converter, + sql_client=sql_client, + node=dataflow_plan.sink_output_nodes[0].parent_node, + ) + + @pytest.mark.sql_engine_snapshot def test_derived_metric_with_offset_to_grain_and_granularity( # noqa: D request: FixtureRequest, diff --git a/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql new file mode 100644 index 0000000000..661b10274b --- /dev/null +++ b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql @@ -0,0 +1,100 @@ +-- Compute Metrics via Expressions +SELECT + subq_7.metric_time__month + , bookings_last_month AS bookings_last_month +FROM ( + -- Compute Metrics via Expressions + SELECT + subq_6.metric_time__month + , subq_6.bookings_monthly AS bookings_last_month + FROM ( + -- Aggregate Measures + SELECT + subq_5.metric_time__month + , SUM(subq_5.bookings_monthly) AS bookings_monthly + FROM ( + -- Pass Only Elements: + -- ['bookings_monthly', 'metric_time__month'] + SELECT + subq_4.metric_time__month + , subq_4.bookings_monthly + FROM ( + -- Join to Time Spine Dataset + SELECT + subq_2.metric_time__month AS metric_time__month + , subq_1.monthly_ds__month AS monthly_ds__month + , subq_1.monthly_ds__quarter AS monthly_ds__quarter + , subq_1.monthly_ds__year AS monthly_ds__year + , subq_1.monthly_ds__extract_year AS monthly_ds__extract_year + , subq_1.monthly_ds__extract_quarter AS monthly_ds__extract_quarter + , subq_1.monthly_ds__extract_month AS monthly_ds__extract_month + , subq_1.booking__monthly_ds__month AS booking__monthly_ds__month + , subq_1.booking__monthly_ds__quarter AS booking__monthly_ds__quarter + , subq_1.booking__monthly_ds__year AS booking__monthly_ds__year + , subq_1.booking__monthly_ds__extract_year AS booking__monthly_ds__extract_year + , subq_1.booking__monthly_ds__extract_quarter AS booking__monthly_ds__extract_quarter + , subq_1.booking__monthly_ds__extract_month AS booking__monthly_ds__extract_month + , subq_1.listing AS listing + , subq_1.booking__listing AS booking__listing + , subq_1.bookings_monthly AS bookings_monthly + FROM ( + -- Date Spine + SELECT + DATE_TRUNC(subq_3.ds, month) AS metric_time__month + FROM ***************************.mf_time_spine subq_3 + GROUP BY + metric_time__month + ) subq_2 + INNER JOIN ( + -- Metric Time Dimension 'monthly_ds' + SELECT + subq_0.monthly_ds__month + , subq_0.monthly_ds__quarter + , subq_0.monthly_ds__year + , subq_0.monthly_ds__extract_year + , subq_0.monthly_ds__extract_quarter + , subq_0.monthly_ds__extract_month + , subq_0.booking__monthly_ds__month + , subq_0.booking__monthly_ds__quarter + , subq_0.booking__monthly_ds__year + , subq_0.booking__monthly_ds__extract_year + , subq_0.booking__monthly_ds__extract_quarter + , subq_0.booking__monthly_ds__extract_month + , subq_0.monthly_ds__month AS metric_time__month + , subq_0.monthly_ds__quarter AS metric_time__quarter + , subq_0.monthly_ds__year AS metric_time__year + , subq_0.monthly_ds__extract_year AS metric_time__extract_year + , subq_0.monthly_ds__extract_quarter AS metric_time__extract_quarter + , subq_0.monthly_ds__extract_month AS metric_time__extract_month + , subq_0.listing + , subq_0.booking__listing + , subq_0.bookings_monthly + FROM ( + -- Read Elements From Semantic Model 'bookings_monthly_source' + SELECT + bookings_monthly_source_src_10024.bookings_monthly + , DATE_TRUNC(bookings_monthly_source_src_10024.ds, month) AS monthly_ds__month + , DATE_TRUNC(bookings_monthly_source_src_10024.ds, quarter) AS monthly_ds__quarter + , DATE_TRUNC(bookings_monthly_source_src_10024.ds, year) AS monthly_ds__year + , EXTRACT(year FROM bookings_monthly_source_src_10024.ds) AS monthly_ds__extract_year + , EXTRACT(quarter FROM bookings_monthly_source_src_10024.ds) AS monthly_ds__extract_quarter + , EXTRACT(month FROM bookings_monthly_source_src_10024.ds) AS monthly_ds__extract_month + , DATE_TRUNC(bookings_monthly_source_src_10024.ds, month) AS booking__monthly_ds__month + , DATE_TRUNC(bookings_monthly_source_src_10024.ds, quarter) AS booking__monthly_ds__quarter + , DATE_TRUNC(bookings_monthly_source_src_10024.ds, year) AS booking__monthly_ds__year + , EXTRACT(year FROM bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__extract_year + , EXTRACT(quarter FROM bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__extract_quarter + , EXTRACT(month FROM bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__extract_month + , bookings_monthly_source_src_10024.listing_id AS listing + , bookings_monthly_source_src_10024.listing_id AS booking__listing + FROM ***************************.fct_bookings_extended_monthly bookings_monthly_source_src_10024 + ) subq_0 + ) subq_1 + ON + DATE_SUB(CAST(subq_2.metric_time__month AS DATETIME), INTERVAL 1 month) = subq_1.metric_time__month + ) subq_4 + ) subq_5 + GROUP BY + metric_time__month + ) subq_6 +) subq_7 diff --git a/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql new file mode 100644 index 0000000000..9b18b91533 --- /dev/null +++ b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/BigQuery/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql @@ -0,0 +1,28 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__month + , bookings_last_month AS bookings_last_month +FROM ( + -- Join to Time Spine Dataset + -- Pass Only Elements: + -- ['bookings_monthly', 'metric_time__month'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + subq_10.metric_time__month AS metric_time__month + , SUM(bookings_monthly_source_src_10024.bookings_monthly) AS bookings_last_month + FROM ( + -- Date Spine + SELECT + DATE_TRUNC(ds, month) AS metric_time__month + FROM ***************************.mf_time_spine subq_11 + GROUP BY + metric_time__month + ) subq_10 + INNER JOIN + ***************************.fct_bookings_extended_monthly bookings_monthly_source_src_10024 + ON + DATE_SUB(CAST(subq_10.metric_time__month AS DATETIME), INTERVAL 1 month) = DATE_TRUNC(bookings_monthly_source_src_10024.ds, month) + GROUP BY + metric_time__month +) subq_15 diff --git a/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql new file mode 100644 index 0000000000..41ec0d45de --- /dev/null +++ b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql @@ -0,0 +1,100 @@ +-- Compute Metrics via Expressions +SELECT + subq_7.metric_time__month + , bookings_last_month AS bookings_last_month +FROM ( + -- Compute Metrics via Expressions + SELECT + subq_6.metric_time__month + , subq_6.bookings_monthly AS bookings_last_month + FROM ( + -- Aggregate Measures + SELECT + subq_5.metric_time__month + , SUM(subq_5.bookings_monthly) AS bookings_monthly + FROM ( + -- Pass Only Elements: + -- ['bookings_monthly', 'metric_time__month'] + SELECT + subq_4.metric_time__month + , subq_4.bookings_monthly + FROM ( + -- Join to Time Spine Dataset + SELECT + subq_2.metric_time__month AS metric_time__month + , subq_1.monthly_ds__month AS monthly_ds__month + , subq_1.monthly_ds__quarter AS monthly_ds__quarter + , subq_1.monthly_ds__year AS monthly_ds__year + , subq_1.monthly_ds__extract_year AS monthly_ds__extract_year + , subq_1.monthly_ds__extract_quarter AS monthly_ds__extract_quarter + , subq_1.monthly_ds__extract_month AS monthly_ds__extract_month + , subq_1.booking__monthly_ds__month AS booking__monthly_ds__month + , subq_1.booking__monthly_ds__quarter AS booking__monthly_ds__quarter + , subq_1.booking__monthly_ds__year AS booking__monthly_ds__year + , subq_1.booking__monthly_ds__extract_year AS booking__monthly_ds__extract_year + , subq_1.booking__monthly_ds__extract_quarter AS booking__monthly_ds__extract_quarter + , subq_1.booking__monthly_ds__extract_month AS booking__monthly_ds__extract_month + , subq_1.listing AS listing + , subq_1.booking__listing AS booking__listing + , subq_1.bookings_monthly AS bookings_monthly + FROM ( + -- Date Spine + SELECT + DATE_TRUNC('month', subq_3.ds) AS metric_time__month + FROM ***************************.mf_time_spine subq_3 + GROUP BY + DATE_TRUNC('month', subq_3.ds) + ) subq_2 + INNER JOIN ( + -- Metric Time Dimension 'monthly_ds' + SELECT + subq_0.monthly_ds__month + , subq_0.monthly_ds__quarter + , subq_0.monthly_ds__year + , subq_0.monthly_ds__extract_year + , subq_0.monthly_ds__extract_quarter + , subq_0.monthly_ds__extract_month + , subq_0.booking__monthly_ds__month + , subq_0.booking__monthly_ds__quarter + , subq_0.booking__monthly_ds__year + , subq_0.booking__monthly_ds__extract_year + , subq_0.booking__monthly_ds__extract_quarter + , subq_0.booking__monthly_ds__extract_month + , subq_0.monthly_ds__month AS metric_time__month + , subq_0.monthly_ds__quarter AS metric_time__quarter + , subq_0.monthly_ds__year AS metric_time__year + , subq_0.monthly_ds__extract_year AS metric_time__extract_year + , subq_0.monthly_ds__extract_quarter AS metric_time__extract_quarter + , subq_0.monthly_ds__extract_month AS metric_time__extract_month + , subq_0.listing + , subq_0.booking__listing + , subq_0.bookings_monthly + FROM ( + -- Read Elements From Semantic Model 'bookings_monthly_source' + SELECT + bookings_monthly_source_src_10024.bookings_monthly + , DATE_TRUNC('month', bookings_monthly_source_src_10024.ds) AS monthly_ds__month + , DATE_TRUNC('quarter', bookings_monthly_source_src_10024.ds) AS monthly_ds__quarter + , DATE_TRUNC('year', bookings_monthly_source_src_10024.ds) AS monthly_ds__year + , EXTRACT(year FROM bookings_monthly_source_src_10024.ds) AS monthly_ds__extract_year + , EXTRACT(quarter FROM bookings_monthly_source_src_10024.ds) AS monthly_ds__extract_quarter + , EXTRACT(month FROM bookings_monthly_source_src_10024.ds) AS monthly_ds__extract_month + , DATE_TRUNC('month', bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__month + , DATE_TRUNC('quarter', bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__quarter + , DATE_TRUNC('year', bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__year + , EXTRACT(year FROM bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__extract_year + , EXTRACT(quarter FROM bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__extract_quarter + , EXTRACT(month FROM bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__extract_month + , bookings_monthly_source_src_10024.listing_id AS listing + , bookings_monthly_source_src_10024.listing_id AS booking__listing + FROM ***************************.fct_bookings_extended_monthly bookings_monthly_source_src_10024 + ) subq_0 + ) subq_1 + ON + DATEADD(month, -1, subq_2.metric_time__month) = subq_1.metric_time__month + ) subq_4 + ) subq_5 + GROUP BY + subq_5.metric_time__month + ) subq_6 +) subq_7 diff --git a/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql new file mode 100644 index 0000000000..d0d550e6d3 --- /dev/null +++ b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Databricks/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql @@ -0,0 +1,28 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__month + , bookings_last_month AS bookings_last_month +FROM ( + -- Join to Time Spine Dataset + -- Pass Only Elements: + -- ['bookings_monthly', 'metric_time__month'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + subq_10.metric_time__month AS metric_time__month + , SUM(bookings_monthly_source_src_10024.bookings_monthly) AS bookings_last_month + FROM ( + -- Date Spine + SELECT + DATE_TRUNC('month', ds) AS metric_time__month + FROM ***************************.mf_time_spine subq_11 + GROUP BY + DATE_TRUNC('month', ds) + ) subq_10 + INNER JOIN + ***************************.fct_bookings_extended_monthly bookings_monthly_source_src_10024 + ON + DATEADD(month, -1, subq_10.metric_time__month) = DATE_TRUNC('month', bookings_monthly_source_src_10024.ds) + GROUP BY + subq_10.metric_time__month +) subq_15 diff --git a/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql new file mode 100644 index 0000000000..3e830e9a12 --- /dev/null +++ b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql @@ -0,0 +1,100 @@ +-- Compute Metrics via Expressions +SELECT + subq_7.metric_time__month + , bookings_last_month AS bookings_last_month +FROM ( + -- Compute Metrics via Expressions + SELECT + subq_6.metric_time__month + , subq_6.bookings_monthly AS bookings_last_month + FROM ( + -- Aggregate Measures + SELECT + subq_5.metric_time__month + , SUM(subq_5.bookings_monthly) AS bookings_monthly + FROM ( + -- Pass Only Elements: + -- ['bookings_monthly', 'metric_time__month'] + SELECT + subq_4.metric_time__month + , subq_4.bookings_monthly + FROM ( + -- Join to Time Spine Dataset + SELECT + subq_2.metric_time__month AS metric_time__month + , subq_1.monthly_ds__month AS monthly_ds__month + , subq_1.monthly_ds__quarter AS monthly_ds__quarter + , subq_1.monthly_ds__year AS monthly_ds__year + , subq_1.monthly_ds__extract_year AS monthly_ds__extract_year + , subq_1.monthly_ds__extract_quarter AS monthly_ds__extract_quarter + , subq_1.monthly_ds__extract_month AS monthly_ds__extract_month + , subq_1.booking__monthly_ds__month AS booking__monthly_ds__month + , subq_1.booking__monthly_ds__quarter AS booking__monthly_ds__quarter + , subq_1.booking__monthly_ds__year AS booking__monthly_ds__year + , subq_1.booking__monthly_ds__extract_year AS booking__monthly_ds__extract_year + , subq_1.booking__monthly_ds__extract_quarter AS booking__monthly_ds__extract_quarter + , subq_1.booking__monthly_ds__extract_month AS booking__monthly_ds__extract_month + , subq_1.listing AS listing + , subq_1.booking__listing AS booking__listing + , subq_1.bookings_monthly AS bookings_monthly + FROM ( + -- Date Spine + SELECT + DATE_TRUNC('month', subq_3.ds) AS metric_time__month + FROM ***************************.mf_time_spine subq_3 + GROUP BY + DATE_TRUNC('month', subq_3.ds) + ) subq_2 + INNER JOIN ( + -- Metric Time Dimension 'monthly_ds' + SELECT + subq_0.monthly_ds__month + , subq_0.monthly_ds__quarter + , subq_0.monthly_ds__year + , subq_0.monthly_ds__extract_year + , subq_0.monthly_ds__extract_quarter + , subq_0.monthly_ds__extract_month + , subq_0.booking__monthly_ds__month + , subq_0.booking__monthly_ds__quarter + , subq_0.booking__monthly_ds__year + , subq_0.booking__monthly_ds__extract_year + , subq_0.booking__monthly_ds__extract_quarter + , subq_0.booking__monthly_ds__extract_month + , subq_0.monthly_ds__month AS metric_time__month + , subq_0.monthly_ds__quarter AS metric_time__quarter + , subq_0.monthly_ds__year AS metric_time__year + , subq_0.monthly_ds__extract_year AS metric_time__extract_year + , subq_0.monthly_ds__extract_quarter AS metric_time__extract_quarter + , subq_0.monthly_ds__extract_month AS metric_time__extract_month + , subq_0.listing + , subq_0.booking__listing + , subq_0.bookings_monthly + FROM ( + -- Read Elements From Semantic Model 'bookings_monthly_source' + SELECT + bookings_monthly_source_src_10024.bookings_monthly + , DATE_TRUNC('month', bookings_monthly_source_src_10024.ds) AS monthly_ds__month + , DATE_TRUNC('quarter', bookings_monthly_source_src_10024.ds) AS monthly_ds__quarter + , DATE_TRUNC('year', bookings_monthly_source_src_10024.ds) AS monthly_ds__year + , EXTRACT(year FROM bookings_monthly_source_src_10024.ds) AS monthly_ds__extract_year + , EXTRACT(quarter FROM bookings_monthly_source_src_10024.ds) AS monthly_ds__extract_quarter + , EXTRACT(month FROM bookings_monthly_source_src_10024.ds) AS monthly_ds__extract_month + , DATE_TRUNC('month', bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__month + , DATE_TRUNC('quarter', bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__quarter + , DATE_TRUNC('year', bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__year + , EXTRACT(year FROM bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__extract_year + , EXTRACT(quarter FROM bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__extract_quarter + , EXTRACT(month FROM bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__extract_month + , bookings_monthly_source_src_10024.listing_id AS listing + , bookings_monthly_source_src_10024.listing_id AS booking__listing + FROM ***************************.fct_bookings_extended_monthly bookings_monthly_source_src_10024 + ) subq_0 + ) subq_1 + ON + subq_2.metric_time__month - INTERVAL 1 month = subq_1.metric_time__month + ) subq_4 + ) subq_5 + GROUP BY + subq_5.metric_time__month + ) subq_6 +) subq_7 diff --git a/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql new file mode 100644 index 0000000000..4883e8870b --- /dev/null +++ b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/DuckDB/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql @@ -0,0 +1,28 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__month + , bookings_last_month AS bookings_last_month +FROM ( + -- Join to Time Spine Dataset + -- Pass Only Elements: + -- ['bookings_monthly', 'metric_time__month'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + subq_10.metric_time__month AS metric_time__month + , SUM(bookings_monthly_source_src_10024.bookings_monthly) AS bookings_last_month + FROM ( + -- Date Spine + SELECT + DATE_TRUNC('month', ds) AS metric_time__month + FROM ***************************.mf_time_spine subq_11 + GROUP BY + DATE_TRUNC('month', ds) + ) subq_10 + INNER JOIN + ***************************.fct_bookings_extended_monthly bookings_monthly_source_src_10024 + ON + subq_10.metric_time__month - INTERVAL 1 month = DATE_TRUNC('month', bookings_monthly_source_src_10024.ds) + GROUP BY + subq_10.metric_time__month +) subq_15 diff --git a/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql new file mode 100644 index 0000000000..5a98441f07 --- /dev/null +++ b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql @@ -0,0 +1,100 @@ +-- Compute Metrics via Expressions +SELECT + subq_7.metric_time__month + , bookings_last_month AS bookings_last_month +FROM ( + -- Compute Metrics via Expressions + SELECT + subq_6.metric_time__month + , subq_6.bookings_monthly AS bookings_last_month + FROM ( + -- Aggregate Measures + SELECT + subq_5.metric_time__month + , SUM(subq_5.bookings_monthly) AS bookings_monthly + FROM ( + -- Pass Only Elements: + -- ['bookings_monthly', 'metric_time__month'] + SELECT + subq_4.metric_time__month + , subq_4.bookings_monthly + FROM ( + -- Join to Time Spine Dataset + SELECT + subq_2.metric_time__month AS metric_time__month + , subq_1.monthly_ds__month AS monthly_ds__month + , subq_1.monthly_ds__quarter AS monthly_ds__quarter + , subq_1.monthly_ds__year AS monthly_ds__year + , subq_1.monthly_ds__extract_year AS monthly_ds__extract_year + , subq_1.monthly_ds__extract_quarter AS monthly_ds__extract_quarter + , subq_1.monthly_ds__extract_month AS monthly_ds__extract_month + , subq_1.booking__monthly_ds__month AS booking__monthly_ds__month + , subq_1.booking__monthly_ds__quarter AS booking__monthly_ds__quarter + , subq_1.booking__monthly_ds__year AS booking__monthly_ds__year + , subq_1.booking__monthly_ds__extract_year AS booking__monthly_ds__extract_year + , subq_1.booking__monthly_ds__extract_quarter AS booking__monthly_ds__extract_quarter + , subq_1.booking__monthly_ds__extract_month AS booking__monthly_ds__extract_month + , subq_1.listing AS listing + , subq_1.booking__listing AS booking__listing + , subq_1.bookings_monthly AS bookings_monthly + FROM ( + -- Date Spine + SELECT + DATE_TRUNC('month', subq_3.ds) AS metric_time__month + FROM ***************************.mf_time_spine subq_3 + GROUP BY + DATE_TRUNC('month', subq_3.ds) + ) subq_2 + INNER JOIN ( + -- Metric Time Dimension 'monthly_ds' + SELECT + subq_0.monthly_ds__month + , subq_0.monthly_ds__quarter + , subq_0.monthly_ds__year + , subq_0.monthly_ds__extract_year + , subq_0.monthly_ds__extract_quarter + , subq_0.monthly_ds__extract_month + , subq_0.booking__monthly_ds__month + , subq_0.booking__monthly_ds__quarter + , subq_0.booking__monthly_ds__year + , subq_0.booking__monthly_ds__extract_year + , subq_0.booking__monthly_ds__extract_quarter + , subq_0.booking__monthly_ds__extract_month + , subq_0.monthly_ds__month AS metric_time__month + , subq_0.monthly_ds__quarter AS metric_time__quarter + , subq_0.monthly_ds__year AS metric_time__year + , subq_0.monthly_ds__extract_year AS metric_time__extract_year + , subq_0.monthly_ds__extract_quarter AS metric_time__extract_quarter + , subq_0.monthly_ds__extract_month AS metric_time__extract_month + , subq_0.listing + , subq_0.booking__listing + , subq_0.bookings_monthly + FROM ( + -- Read Elements From Semantic Model 'bookings_monthly_source' + SELECT + bookings_monthly_source_src_10024.bookings_monthly + , DATE_TRUNC('month', bookings_monthly_source_src_10024.ds) AS monthly_ds__month + , DATE_TRUNC('quarter', bookings_monthly_source_src_10024.ds) AS monthly_ds__quarter + , DATE_TRUNC('year', bookings_monthly_source_src_10024.ds) AS monthly_ds__year + , EXTRACT(year FROM bookings_monthly_source_src_10024.ds) AS monthly_ds__extract_year + , EXTRACT(quarter FROM bookings_monthly_source_src_10024.ds) AS monthly_ds__extract_quarter + , EXTRACT(month FROM bookings_monthly_source_src_10024.ds) AS monthly_ds__extract_month + , DATE_TRUNC('month', bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__month + , DATE_TRUNC('quarter', bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__quarter + , DATE_TRUNC('year', bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__year + , EXTRACT(year FROM bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__extract_year + , EXTRACT(quarter FROM bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__extract_quarter + , EXTRACT(month FROM bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__extract_month + , bookings_monthly_source_src_10024.listing_id AS listing + , bookings_monthly_source_src_10024.listing_id AS booking__listing + FROM ***************************.fct_bookings_extended_monthly bookings_monthly_source_src_10024 + ) subq_0 + ) subq_1 + ON + subq_2.metric_time__month - MAKE_INTERVAL(months => 1) = subq_1.metric_time__month + ) subq_4 + ) subq_5 + GROUP BY + subq_5.metric_time__month + ) subq_6 +) subq_7 diff --git a/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql new file mode 100644 index 0000000000..519a319f9a --- /dev/null +++ b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Postgres/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql @@ -0,0 +1,28 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__month + , bookings_last_month AS bookings_last_month +FROM ( + -- Join to Time Spine Dataset + -- Pass Only Elements: + -- ['bookings_monthly', 'metric_time__month'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + subq_10.metric_time__month AS metric_time__month + , SUM(bookings_monthly_source_src_10024.bookings_monthly) AS bookings_last_month + FROM ( + -- Date Spine + SELECT + DATE_TRUNC('month', ds) AS metric_time__month + FROM ***************************.mf_time_spine subq_11 + GROUP BY + DATE_TRUNC('month', ds) + ) subq_10 + INNER JOIN + ***************************.fct_bookings_extended_monthly bookings_monthly_source_src_10024 + ON + subq_10.metric_time__month - MAKE_INTERVAL(months => 1) = DATE_TRUNC('month', bookings_monthly_source_src_10024.ds) + GROUP BY + subq_10.metric_time__month +) subq_15 diff --git a/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql new file mode 100644 index 0000000000..41ec0d45de --- /dev/null +++ b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql @@ -0,0 +1,100 @@ +-- Compute Metrics via Expressions +SELECT + subq_7.metric_time__month + , bookings_last_month AS bookings_last_month +FROM ( + -- Compute Metrics via Expressions + SELECT + subq_6.metric_time__month + , subq_6.bookings_monthly AS bookings_last_month + FROM ( + -- Aggregate Measures + SELECT + subq_5.metric_time__month + , SUM(subq_5.bookings_monthly) AS bookings_monthly + FROM ( + -- Pass Only Elements: + -- ['bookings_monthly', 'metric_time__month'] + SELECT + subq_4.metric_time__month + , subq_4.bookings_monthly + FROM ( + -- Join to Time Spine Dataset + SELECT + subq_2.metric_time__month AS metric_time__month + , subq_1.monthly_ds__month AS monthly_ds__month + , subq_1.monthly_ds__quarter AS monthly_ds__quarter + , subq_1.monthly_ds__year AS monthly_ds__year + , subq_1.monthly_ds__extract_year AS monthly_ds__extract_year + , subq_1.monthly_ds__extract_quarter AS monthly_ds__extract_quarter + , subq_1.monthly_ds__extract_month AS monthly_ds__extract_month + , subq_1.booking__monthly_ds__month AS booking__monthly_ds__month + , subq_1.booking__monthly_ds__quarter AS booking__monthly_ds__quarter + , subq_1.booking__monthly_ds__year AS booking__monthly_ds__year + , subq_1.booking__monthly_ds__extract_year AS booking__monthly_ds__extract_year + , subq_1.booking__monthly_ds__extract_quarter AS booking__monthly_ds__extract_quarter + , subq_1.booking__monthly_ds__extract_month AS booking__monthly_ds__extract_month + , subq_1.listing AS listing + , subq_1.booking__listing AS booking__listing + , subq_1.bookings_monthly AS bookings_monthly + FROM ( + -- Date Spine + SELECT + DATE_TRUNC('month', subq_3.ds) AS metric_time__month + FROM ***************************.mf_time_spine subq_3 + GROUP BY + DATE_TRUNC('month', subq_3.ds) + ) subq_2 + INNER JOIN ( + -- Metric Time Dimension 'monthly_ds' + SELECT + subq_0.monthly_ds__month + , subq_0.monthly_ds__quarter + , subq_0.monthly_ds__year + , subq_0.monthly_ds__extract_year + , subq_0.monthly_ds__extract_quarter + , subq_0.monthly_ds__extract_month + , subq_0.booking__monthly_ds__month + , subq_0.booking__monthly_ds__quarter + , subq_0.booking__monthly_ds__year + , subq_0.booking__monthly_ds__extract_year + , subq_0.booking__monthly_ds__extract_quarter + , subq_0.booking__monthly_ds__extract_month + , subq_0.monthly_ds__month AS metric_time__month + , subq_0.monthly_ds__quarter AS metric_time__quarter + , subq_0.monthly_ds__year AS metric_time__year + , subq_0.monthly_ds__extract_year AS metric_time__extract_year + , subq_0.monthly_ds__extract_quarter AS metric_time__extract_quarter + , subq_0.monthly_ds__extract_month AS metric_time__extract_month + , subq_0.listing + , subq_0.booking__listing + , subq_0.bookings_monthly + FROM ( + -- Read Elements From Semantic Model 'bookings_monthly_source' + SELECT + bookings_monthly_source_src_10024.bookings_monthly + , DATE_TRUNC('month', bookings_monthly_source_src_10024.ds) AS monthly_ds__month + , DATE_TRUNC('quarter', bookings_monthly_source_src_10024.ds) AS monthly_ds__quarter + , DATE_TRUNC('year', bookings_monthly_source_src_10024.ds) AS monthly_ds__year + , EXTRACT(year FROM bookings_monthly_source_src_10024.ds) AS monthly_ds__extract_year + , EXTRACT(quarter FROM bookings_monthly_source_src_10024.ds) AS monthly_ds__extract_quarter + , EXTRACT(month FROM bookings_monthly_source_src_10024.ds) AS monthly_ds__extract_month + , DATE_TRUNC('month', bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__month + , DATE_TRUNC('quarter', bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__quarter + , DATE_TRUNC('year', bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__year + , EXTRACT(year FROM bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__extract_year + , EXTRACT(quarter FROM bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__extract_quarter + , EXTRACT(month FROM bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__extract_month + , bookings_monthly_source_src_10024.listing_id AS listing + , bookings_monthly_source_src_10024.listing_id AS booking__listing + FROM ***************************.fct_bookings_extended_monthly bookings_monthly_source_src_10024 + ) subq_0 + ) subq_1 + ON + DATEADD(month, -1, subq_2.metric_time__month) = subq_1.metric_time__month + ) subq_4 + ) subq_5 + GROUP BY + subq_5.metric_time__month + ) subq_6 +) subq_7 diff --git a/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql new file mode 100644 index 0000000000..d0d550e6d3 --- /dev/null +++ b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Redshift/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql @@ -0,0 +1,28 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__month + , bookings_last_month AS bookings_last_month +FROM ( + -- Join to Time Spine Dataset + -- Pass Only Elements: + -- ['bookings_monthly', 'metric_time__month'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + subq_10.metric_time__month AS metric_time__month + , SUM(bookings_monthly_source_src_10024.bookings_monthly) AS bookings_last_month + FROM ( + -- Date Spine + SELECT + DATE_TRUNC('month', ds) AS metric_time__month + FROM ***************************.mf_time_spine subq_11 + GROUP BY + DATE_TRUNC('month', ds) + ) subq_10 + INNER JOIN + ***************************.fct_bookings_extended_monthly bookings_monthly_source_src_10024 + ON + DATEADD(month, -1, subq_10.metric_time__month) = DATE_TRUNC('month', bookings_monthly_source_src_10024.ds) + GROUP BY + subq_10.metric_time__month +) subq_15 diff --git a/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql new file mode 100644 index 0000000000..41ec0d45de --- /dev/null +++ b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_derived_metric_with_month_dimension_and_offset_window__plan0.sql @@ -0,0 +1,100 @@ +-- Compute Metrics via Expressions +SELECT + subq_7.metric_time__month + , bookings_last_month AS bookings_last_month +FROM ( + -- Compute Metrics via Expressions + SELECT + subq_6.metric_time__month + , subq_6.bookings_monthly AS bookings_last_month + FROM ( + -- Aggregate Measures + SELECT + subq_5.metric_time__month + , SUM(subq_5.bookings_monthly) AS bookings_monthly + FROM ( + -- Pass Only Elements: + -- ['bookings_monthly', 'metric_time__month'] + SELECT + subq_4.metric_time__month + , subq_4.bookings_monthly + FROM ( + -- Join to Time Spine Dataset + SELECT + subq_2.metric_time__month AS metric_time__month + , subq_1.monthly_ds__month AS monthly_ds__month + , subq_1.monthly_ds__quarter AS monthly_ds__quarter + , subq_1.monthly_ds__year AS monthly_ds__year + , subq_1.monthly_ds__extract_year AS monthly_ds__extract_year + , subq_1.monthly_ds__extract_quarter AS monthly_ds__extract_quarter + , subq_1.monthly_ds__extract_month AS monthly_ds__extract_month + , subq_1.booking__monthly_ds__month AS booking__monthly_ds__month + , subq_1.booking__monthly_ds__quarter AS booking__monthly_ds__quarter + , subq_1.booking__monthly_ds__year AS booking__monthly_ds__year + , subq_1.booking__monthly_ds__extract_year AS booking__monthly_ds__extract_year + , subq_1.booking__monthly_ds__extract_quarter AS booking__monthly_ds__extract_quarter + , subq_1.booking__monthly_ds__extract_month AS booking__monthly_ds__extract_month + , subq_1.listing AS listing + , subq_1.booking__listing AS booking__listing + , subq_1.bookings_monthly AS bookings_monthly + FROM ( + -- Date Spine + SELECT + DATE_TRUNC('month', subq_3.ds) AS metric_time__month + FROM ***************************.mf_time_spine subq_3 + GROUP BY + DATE_TRUNC('month', subq_3.ds) + ) subq_2 + INNER JOIN ( + -- Metric Time Dimension 'monthly_ds' + SELECT + subq_0.monthly_ds__month + , subq_0.monthly_ds__quarter + , subq_0.monthly_ds__year + , subq_0.monthly_ds__extract_year + , subq_0.monthly_ds__extract_quarter + , subq_0.monthly_ds__extract_month + , subq_0.booking__monthly_ds__month + , subq_0.booking__monthly_ds__quarter + , subq_0.booking__monthly_ds__year + , subq_0.booking__monthly_ds__extract_year + , subq_0.booking__monthly_ds__extract_quarter + , subq_0.booking__monthly_ds__extract_month + , subq_0.monthly_ds__month AS metric_time__month + , subq_0.monthly_ds__quarter AS metric_time__quarter + , subq_0.monthly_ds__year AS metric_time__year + , subq_0.monthly_ds__extract_year AS metric_time__extract_year + , subq_0.monthly_ds__extract_quarter AS metric_time__extract_quarter + , subq_0.monthly_ds__extract_month AS metric_time__extract_month + , subq_0.listing + , subq_0.booking__listing + , subq_0.bookings_monthly + FROM ( + -- Read Elements From Semantic Model 'bookings_monthly_source' + SELECT + bookings_monthly_source_src_10024.bookings_monthly + , DATE_TRUNC('month', bookings_monthly_source_src_10024.ds) AS monthly_ds__month + , DATE_TRUNC('quarter', bookings_monthly_source_src_10024.ds) AS monthly_ds__quarter + , DATE_TRUNC('year', bookings_monthly_source_src_10024.ds) AS monthly_ds__year + , EXTRACT(year FROM bookings_monthly_source_src_10024.ds) AS monthly_ds__extract_year + , EXTRACT(quarter FROM bookings_monthly_source_src_10024.ds) AS monthly_ds__extract_quarter + , EXTRACT(month FROM bookings_monthly_source_src_10024.ds) AS monthly_ds__extract_month + , DATE_TRUNC('month', bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__month + , DATE_TRUNC('quarter', bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__quarter + , DATE_TRUNC('year', bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__year + , EXTRACT(year FROM bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__extract_year + , EXTRACT(quarter FROM bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__extract_quarter + , EXTRACT(month FROM bookings_monthly_source_src_10024.ds) AS booking__monthly_ds__extract_month + , bookings_monthly_source_src_10024.listing_id AS listing + , bookings_monthly_source_src_10024.listing_id AS booking__listing + FROM ***************************.fct_bookings_extended_monthly bookings_monthly_source_src_10024 + ) subq_0 + ) subq_1 + ON + DATEADD(month, -1, subq_2.metric_time__month) = subq_1.metric_time__month + ) subq_4 + ) subq_5 + GROUP BY + subq_5.metric_time__month + ) subq_6 +) subq_7 diff --git a/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql new file mode 100644 index 0000000000..d0d550e6d3 --- /dev/null +++ b/metricflow/test/snapshots/test_derived_metric_rendering.py/SqlQueryPlan/Snowflake/test_derived_metric_with_month_dimension_and_offset_window__plan0_optimized.sql @@ -0,0 +1,28 @@ +-- Compute Metrics via Expressions +SELECT + metric_time__month + , bookings_last_month AS bookings_last_month +FROM ( + -- Join to Time Spine Dataset + -- Pass Only Elements: + -- ['bookings_monthly', 'metric_time__month'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + subq_10.metric_time__month AS metric_time__month + , SUM(bookings_monthly_source_src_10024.bookings_monthly) AS bookings_last_month + FROM ( + -- Date Spine + SELECT + DATE_TRUNC('month', ds) AS metric_time__month + FROM ***************************.mf_time_spine subq_11 + GROUP BY + DATE_TRUNC('month', ds) + ) subq_10 + INNER JOIN + ***************************.fct_bookings_extended_monthly bookings_monthly_source_src_10024 + ON + DATEADD(month, -1, subq_10.metric_time__month) = DATE_TRUNC('month', bookings_monthly_source_src_10024.ds) + GROUP BY + subq_10.metric_time__month +) subq_15