diff --git a/metricflow/test/plan_conversion/test_dataflow_to_sql_plan.py b/metricflow/test/plan_conversion/test_dataflow_to_sql_plan.py
index e2a3c3db14..5cdf027392 100644
--- a/metricflow/test/plan_conversion/test_dataflow_to_sql_plan.py
+++ b/metricflow/test/plan_conversion/test_dataflow_to_sql_plan.py
@@ -29,7 +29,6 @@
WriteToResultDataframeNode,
)
from metricflow.dataflow.dataflow_plan_to_text import dataflow_plan_as_text
-from metricflow.dataset.dataset import DataSet
from metricflow.filters.time_constraint import TimeRangeConstraint
from metricflow.plan_conversion.dataflow_to_sql import DataflowToSqlQueryPlanConverter
from metricflow.protocols.sql_client import SqlClient
@@ -1008,197 +1007,3 @@ def test_compute_metrics_node_ratio_from_multiple_semantic_models(
sql_client=sql_client,
node=dataflow_plan.sink_output_nodes[0].parent_node,
)
-
-
-@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),),
- )
- )
-
- 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,
- )
-
-
-@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),),
- )
- )
-
- 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,
- )
-
-
-@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"),)),
- ),
- )
- )
-
- 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,
- )
-
-
-@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"),)),),
- )
- )
-
- 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,
- )
-
-
-@pytest.mark.sql_engine_snapshot
-def test_simple_join_to_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_join_to_time_spine"),),
- time_dimension_specs=(DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY),),
- )
- )
-
- 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,
- )
-
-
-@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),),
- )
- )
-
- 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,
- )
-
-
-@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),),
- )
- )
-
- 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,
- )
-
-
-@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),),
- )
- )
-
- 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,
- )
diff --git a/metricflow/test/query_rendering/test_fill_nulls_with_rendering.py b/metricflow/test/query_rendering/test_fill_nulls_with_rendering.py
new file mode 100644
index 0000000000..dea59b5012
--- /dev/null
+++ b/metricflow/test/query_rendering/test_fill_nulls_with_rendering.py
@@ -0,0 +1,190 @@
+"""Tests query rendering for coalescing null measures by comparing rendered output against snapshot files."""
+from __future__ import annotations
+
+import pytest
+from _pytest.fixtures import FixtureRequest
+from dbt_semantic_interfaces.references import EntityReference
+from dbt_semantic_interfaces.type_enums.time_granularity import TimeGranularity
+
+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
+
+
+@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),),
+ )
+ )
+
+ 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,
+ )
+
+
+@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),),
+ )
+ )
+
+ 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,
+ )
+
+
+@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"),)),
+ ),
+ )
+ )
+
+ 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,
+ )
+
+
+@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"),)),),
+ )
+ )
+
+ 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,
+ )
+
+
+@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),),
+ )
+ )
+
+ 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,
+ )
+
+
+@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),),
+ )
+ )
+
+ 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,
+ )
+
+
+@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),),
+ )
+ )
+
+ 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,
+ )
diff --git a/metricflow/test/query_rendering/test_time_spine_join_rendering.py b/metricflow/test/query_rendering/test_time_spine_join_rendering.py
new file mode 100644
index 0000000000..70103bfe7c
--- /dev/null
+++ b/metricflow/test/query_rendering/test_time_spine_join_rendering.py
@@ -0,0 +1,48 @@
+"""Tests for rendering queries requiring joins against a time spine dataset.
+
+This module is specifically for query rendering, rather than time spine join node behavior. It is
+meant to encompass both the basis of the null coalesce time spine join rendering configuration
+and other time-spine related features, such as exploding a time range aggregation into a set of
+rows covering each sub-interval in the range (e.g., for measure defined in SCD datasets)
+"""
+
+from __future__ import annotations
+
+import pytest
+from _pytest.fixtures import FixtureRequest
+from dbt_semantic_interfaces.type_enums.time_granularity import TimeGranularity
+
+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
+
+
+@pytest.mark.sql_engine_snapshot
+def test_simple_join_to_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_join_to_time_spine"),),
+ time_dimension_specs=(DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY),),
+ )
+ )
+
+ 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,
+ )
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_cumulative_fill_nulls__plan0.xml b/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_cumulative_fill_nulls__plan0.xml
deleted file mode 100644
index 986a197465..0000000000
--- a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_cumulative_fill_nulls__plan0.xml
+++ /dev/null
@@ -1,1265 +0,0 @@
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_derived_fill_nulls_for_one_input_metric__plan0.xml b/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_derived_fill_nulls_for_one_input_metric__plan0.xml
deleted file mode 100644
index 38db655e64..0000000000
--- a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_derived_fill_nulls_for_one_input_metric__plan0.xml
+++ /dev/null
@@ -1,2072 +0,0 @@
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_simple_fill_nulls_with_0_metric_time__plan0.xml b/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_simple_fill_nulls_with_0_metric_time__plan0.xml
deleted file mode 100644
index 3e253ae68a..0000000000
--- a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_simple_fill_nulls_with_0_metric_time__plan0.xml
+++ /dev/null
@@ -1,846 +0,0 @@
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_simple_fill_nulls_with_0_month__plan0.xml b/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_simple_fill_nulls_with_0_month__plan0.xml
deleted file mode 100644
index e33ba5dae7..0000000000
--- a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_simple_fill_nulls_with_0_month__plan0.xml
+++ /dev/null
@@ -1,850 +0,0 @@
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0.xml b/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0.xml
deleted file mode 100644
index 32e5d3ae05..0000000000
--- a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0.xml
+++ /dev/null
@@ -1,811 +0,0 @@
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_simple_fill_nulls_with_0_with_non_metric_time__plan0.xml b/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_simple_fill_nulls_with_0_with_non_metric_time__plan0.xml
deleted file mode 100644
index 9f68fed18b..0000000000
--- a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_simple_fill_nulls_with_0_with_non_metric_time__plan0.xml
+++ /dev/null
@@ -1,811 +0,0 @@
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_simple_fill_nulls_without_time_spine__plan0.xml b/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_simple_fill_nulls_without_time_spine__plan0.xml
deleted file mode 100644
index bceac19a0a..0000000000
--- a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_simple_fill_nulls_without_time_spine__plan0.xml
+++ /dev/null
@@ -1,811 +0,0 @@
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_simple_join_to_time_spine__plan0.xml b/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_simple_join_to_time_spine__plan0.xml
deleted file mode 100644
index 505a75b7fb..0000000000
--- a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/test_simple_join_to_time_spine__plan0.xml
+++ /dev/null
@@ -1,846 +0,0 @@
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_cumulative_fill_nulls__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_cumulative_fill_nulls__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_cumulative_fill_nulls__plan0.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_cumulative_fill_nulls__plan0.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_cumulative_fill_nulls__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_cumulative_fill_nulls__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_cumulative_fill_nulls__plan0_optimized.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_cumulative_fill_nulls__plan0_optimized.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_derived_fill_nulls_for_one_input_metric__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_derived_fill_nulls_for_one_input_metric__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_derived_fill_nulls_for_one_input_metric__plan0.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_derived_fill_nulls_for_one_input_metric__plan0.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_derived_fill_nulls_for_one_input_metric__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_derived_fill_nulls_for_one_input_metric__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_derived_fill_nulls_for_one_input_metric__plan0_optimized.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_derived_fill_nulls_for_one_input_metric__plan0_optimized.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_metric_time__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_metric_time__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_metric_time__plan0.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_metric_time__plan0.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_metric_time__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_metric_time__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_metric_time__plan0_optimized.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_metric_time__plan0_optimized.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_month__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_month__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_month__plan0.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_month__plan0.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_month__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_month__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_month__plan0_optimized.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_month__plan0_optimized.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0_optimized.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0_optimized.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_with_non_metric_time__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_with_non_metric_time__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_with_non_metric_time__plan0.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_with_non_metric_time__plan0.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_with_non_metric_time__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_with_non_metric_time__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_with_non_metric_time__plan0_optimized.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_with_0_with_non_metric_time__plan0_optimized.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_without_time_spine__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_without_time_spine__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_without_time_spine__plan0.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_without_time_spine__plan0.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_without_time_spine__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_without_time_spine__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_without_time_spine__plan0_optimized.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/BigQuery/test_simple_fill_nulls_without_time_spine__plan0_optimized.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_cumulative_fill_nulls__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_cumulative_fill_nulls__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_cumulative_fill_nulls__plan0.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_cumulative_fill_nulls__plan0.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_cumulative_fill_nulls__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_cumulative_fill_nulls__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_cumulative_fill_nulls__plan0_optimized.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_cumulative_fill_nulls__plan0_optimized.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_derived_fill_nulls_for_one_input_metric__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_derived_fill_nulls_for_one_input_metric__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_derived_fill_nulls_for_one_input_metric__plan0.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_derived_fill_nulls_for_one_input_metric__plan0.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_derived_fill_nulls_for_one_input_metric__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_derived_fill_nulls_for_one_input_metric__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_derived_fill_nulls_for_one_input_metric__plan0_optimized.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_derived_fill_nulls_for_one_input_metric__plan0_optimized.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_metric_time__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_metric_time__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_metric_time__plan0.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_metric_time__plan0.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_metric_time__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_metric_time__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_metric_time__plan0_optimized.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_metric_time__plan0_optimized.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_month__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_month__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_month__plan0.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_month__plan0.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_month__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_month__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_month__plan0_optimized.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_month__plan0_optimized.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0_optimized.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0_optimized.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_with_non_metric_time__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_with_non_metric_time__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_with_non_metric_time__plan0.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_with_non_metric_time__plan0.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_with_non_metric_time__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_with_non_metric_time__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_with_non_metric_time__plan0_optimized.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_with_0_with_non_metric_time__plan0_optimized.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_without_time_spine__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_without_time_spine__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_without_time_spine__plan0.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_without_time_spine__plan0.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_without_time_spine__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_without_time_spine__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_without_time_spine__plan0_optimized.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Databricks/test_simple_fill_nulls_without_time_spine__plan0_optimized.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_cumulative_fill_nulls__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/DuckDB/test_cumulative_fill_nulls__plan0.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_cumulative_fill_nulls__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/DuckDB/test_cumulative_fill_nulls__plan0_optimized.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_derived_fill_nulls_for_one_input_metric__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/DuckDB/test_derived_fill_nulls_for_one_input_metric__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_derived_fill_nulls_for_one_input_metric__plan0.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_derived_fill_nulls_for_one_input_metric__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/DuckDB/test_derived_fill_nulls_for_one_input_metric__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_derived_fill_nulls_for_one_input_metric__plan0_optimized.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_simple_fill_nulls_with_0_metric_time__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/DuckDB/test_simple_fill_nulls_with_0_metric_time__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_simple_fill_nulls_with_0_metric_time__plan0.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_simple_fill_nulls_with_0_metric_time__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/DuckDB/test_simple_fill_nulls_with_0_metric_time__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_simple_fill_nulls_with_0_metric_time__plan0_optimized.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_simple_fill_nulls_with_0_month__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/DuckDB/test_simple_fill_nulls_with_0_month__plan0.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Postgres/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0_optimized.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_simple_fill_nulls_with_0_with_non_metric_time__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Postgres/test_simple_fill_nulls_with_0_with_non_metric_time__plan0_optimized.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_simple_fill_nulls_with_0_with_non_metric_time__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Redshift/test_simple_fill_nulls_with_0_with_non_metric_time__plan0_optimized.sql
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rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Redshift/test_simple_fill_nulls_without_time_spine__plan0_optimized.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_cumulative_fill_nulls__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Snowflake/test_cumulative_fill_nulls__plan0.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_cumulative_fill_nulls__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Snowflake/test_cumulative_fill_nulls__plan0_optimized.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_derived_fill_nulls_for_one_input_metric__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Snowflake/test_derived_fill_nulls_for_one_input_metric__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_derived_fill_nulls_for_one_input_metric__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_derived_fill_nulls_for_one_input_metric__plan0_optimized.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Snowflake/test_derived_fill_nulls_for_one_input_metric__plan0_optimized.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_metric_time__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_metric_time__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_metric_time__plan0.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_metric_time__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_metric_time__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_metric_time__plan0_optimized.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_month__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_month__plan0.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_month__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_month__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_month__plan0_optimized.sql
rename to metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_month__plan0_optimized.sql
diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_with_categorical_dimension__plan0_optimized.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_with_non_metric_time__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_with_non_metric_time__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_with_non_metric_time__plan0.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_with_non_metric_time__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_with_non_metric_time__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_with_0_with_non_metric_time__plan0_optimized.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_without_time_spine__plan0.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_without_time_spine__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_without_time_spine__plan0.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_without_time_spine__plan0_optimized.sql b/metricflow/test/snapshots/test_fill_nulls_with_rendering.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_without_time_spine__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_fill_nulls_without_time_spine__plan0_optimized.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine__plan0.sql b/metricflow/test/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine__plan0.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine__plan0_optimized.sql b/metricflow/test/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine__plan0_optimized.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine__plan0.sql b/metricflow/test/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine__plan0.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine__plan0_optimized.sql b/metricflow/test/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine__plan0_optimized.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine__plan0.sql b/metricflow/test/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine__plan0.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine__plan0_optimized.sql b/metricflow/test/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine__plan0_optimized.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine__plan0.sql b/metricflow/test/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine__plan0.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine__plan0_optimized.sql b/metricflow/test/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine__plan0_optimized.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine__plan0.sql b/metricflow/test/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine__plan0.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine__plan0.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine__plan0_optimized.sql b/metricflow/test/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine__plan0_optimized.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine__plan0.sql b/metricflow/test/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine__plan0.sql
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diff --git a/metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine__plan0_optimized.sql b/metricflow/test/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine__plan0_optimized.sql
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rename from metricflow/test/snapshots/test_dataflow_to_sql_plan.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine__plan0_optimized.sql
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