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Merge pull request #840 from dbt-labs/11-02-Move_time_spine_and_fill_…
…nulls_rendering_tests Move time spine and fill nulls rendering tests to separate module
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metricflow/test/query_rendering/test_fill_nulls_with_rendering.py
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| """Tests query rendering for coalescing null measures by comparing rendered output against snapshot files.""" | ||
| from __future__ import annotations | ||
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| import pytest | ||
| from _pytest.fixtures import FixtureRequest | ||
| from dbt_semantic_interfaces.references import EntityReference | ||
| 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 ( | ||
| DimensionSpec, | ||
| MetricFlowQuerySpec, | ||
| MetricSpec, | ||
| TimeDimensionSpec, | ||
| ) | ||
| from metricflow.test.fixtures.setup_fixtures import MetricFlowTestSessionState | ||
| from metricflow.test.query_rendering.compare_rendered_query import convert_and_check | ||
|
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| @pytest.mark.sql_engine_snapshot | ||
| def test_simple_fill_nulls_with_0_metric_time( # 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_fill_nulls_with_0"),), | ||
| time_dimension_specs=(DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY),), | ||
| ) | ||
| ) | ||
|
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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_fill_nulls_with_0_month( # 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_fill_nulls_with_0"),), | ||
| time_dimension_specs=(DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.MONTH),), | ||
| ) | ||
| ) | ||
|
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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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|
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| @pytest.mark.sql_engine_snapshot | ||
| def test_simple_fill_nulls_with_0_with_non_metric_time( # 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_fill_nulls_with_0"),), | ||
| time_dimension_specs=( | ||
| TimeDimensionSpec(element_name="paid_at", entity_links=(EntityReference("booking"),)), | ||
| ), | ||
| ) | ||
| ) | ||
|
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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_fill_nulls_with_0_with_categorical_dimension( # 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_fill_nulls_with_0"),), | ||
| dimension_specs=(DimensionSpec(element_name="is_instant", entity_links=(EntityReference("booking"),)),), | ||
| ) | ||
| ) | ||
|
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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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|
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| @pytest.mark.sql_engine_snapshot | ||
| def test_simple_fill_nulls_without_time_spine( # 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_fill_nulls_with_0_without_time_spine"),), | ||
| time_dimension_specs=(DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY),), | ||
| ) | ||
| ) | ||
|
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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_cumulative_fill_nulls( # 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="every_two_days_bookers_fill_nulls_with_0"),), | ||
| time_dimension_specs=(DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY),), | ||
| ) | ||
| ) | ||
|
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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_derived_fill_nulls_for_one_input_metric( # 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_fill_nulls_with_0_for_non_offset"),), | ||
| time_dimension_specs=(DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY),), | ||
| ) | ||
| ) | ||
|
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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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