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Merge pull request #839 from dbt-labs/move-date-part-rendering-tests
Move date part rendering tests to separate module
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metricflow/test/query_rendering/test_granularity_date_part_rendering.py
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| """Tests metric query rendering for granularity and date part operations. | ||
| This module runs query requests for various granularity/date part options and compares | ||
| the rendered output against snapshot files. | ||
| """ | ||
|
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||
| from __future__ import annotations | ||
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||
| import pytest | ||
| from _pytest.fixtures import FixtureRequest | ||
| from dbt_semantic_interfaces.type_enums.time_granularity import TimeGranularity | ||
|
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||
| from metricflow.dataflow.builder.dataflow_plan_builder import DataflowPlanBuilder | ||
| from metricflow.dataset.dataset import DataSet | ||
| from metricflow.plan_conversion.dataflow_to_sql import DataflowToSqlQueryPlanConverter | ||
| from metricflow.protocols.sql_client import SqlClient | ||
| from metricflow.specs.specs import ( | ||
| MetricFlowQuerySpec, | ||
| MetricSpec, | ||
| ) | ||
| from metricflow.test.fixtures.setup_fixtures import MetricFlowTestSessionState | ||
| from metricflow.test.query_rendering.compare_rendered_query import convert_and_check | ||
| from metricflow.time.date_part import DatePart | ||
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| @pytest.mark.sql_engine_snapshot | ||
| def test_simple_query_with_date_part( # noqa: D | ||
| request: FixtureRequest, | ||
| mf_test_session_state: MetricFlowTestSessionState, | ||
| dataflow_plan_builder: DataflowPlanBuilder, | ||
| dataflow_to_sql_converter: DataflowToSqlQueryPlanConverter, | ||
| sql_client: SqlClient, | ||
| ) -> None: | ||
| dataflow_plan = dataflow_plan_builder.build_plan( | ||
| MetricFlowQuerySpec( | ||
| metric_specs=(MetricSpec(element_name="bookings"),), | ||
| time_dimension_specs=( | ||
| DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY, date_part=DatePart.DOW), | ||
| ), | ||
| ) | ||
| ) | ||
|
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||
| convert_and_check( | ||
| request=request, | ||
| mf_test_session_state=mf_test_session_state, | ||
| dataflow_to_sql_converter=dataflow_to_sql_converter, | ||
| sql_client=sql_client, | ||
| node=dataflow_plan.sink_output_nodes[0].parent_node, | ||
| ) | ||
|
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| @pytest.mark.sql_engine_snapshot | ||
| def test_simple_query_with_multiple_date_parts( # noqa: D | ||
| request: FixtureRequest, | ||
| mf_test_session_state: MetricFlowTestSessionState, | ||
| dataflow_plan_builder: DataflowPlanBuilder, | ||
| dataflow_to_sql_converter: DataflowToSqlQueryPlanConverter, | ||
| sql_client: SqlClient, | ||
| ) -> None: | ||
| dataflow_plan = dataflow_plan_builder.build_plan( | ||
| MetricFlowQuerySpec( | ||
| metric_specs=(MetricSpec(element_name="bookings"),), | ||
| time_dimension_specs=( | ||
| DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY, date_part=DatePart.DAY), | ||
| DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY, date_part=DatePart.DOW), | ||
| DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY, date_part=DatePart.DOY), | ||
| DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY, date_part=DatePart.MONTH), | ||
| DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY, date_part=DatePart.QUARTER), | ||
| DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY, date_part=DatePart.YEAR), | ||
| ), | ||
| ) | ||
| ) | ||
|
|
||
| convert_and_check( | ||
| request=request, | ||
| mf_test_session_state=mf_test_session_state, | ||
| dataflow_to_sql_converter=dataflow_to_sql_converter, | ||
| sql_client=sql_client, | ||
| node=dataflow_plan.sink_output_nodes[0].parent_node, | ||
| ) | ||
|
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| @pytest.mark.sql_engine_snapshot | ||
| def test_offset_window_with_date_part( # noqa: D | ||
| request: FixtureRequest, | ||
| mf_test_session_state: MetricFlowTestSessionState, | ||
| dataflow_plan_builder: DataflowPlanBuilder, | ||
| dataflow_to_sql_converter: DataflowToSqlQueryPlanConverter, | ||
| sql_client: SqlClient, | ||
| ) -> None: | ||
| dataflow_plan = dataflow_plan_builder.build_plan( | ||
| MetricFlowQuerySpec( | ||
| metric_specs=(MetricSpec(element_name="bookings_growth_2_weeks"),), | ||
| time_dimension_specs=( | ||
| DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY, date_part=DatePart.DOW), | ||
| ), | ||
| ) | ||
| ) | ||
|
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||
| convert_and_check( | ||
| request=request, | ||
| mf_test_session_state=mf_test_session_state, | ||
| dataflow_to_sql_converter=dataflow_to_sql_converter, | ||
| sql_client=sql_client, | ||
| node=dataflow_plan.sink_output_nodes[0].parent_node, | ||
| ) |
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