diff --git a/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/bridge_table.yaml b/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/bridge_table.yaml index 3f804148fb..c131de2268 100644 --- a/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/bridge_table.yaml +++ b/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/bridge_table.yaml @@ -7,6 +7,15 @@ semantic_model: schema_name: $source_schema alias: bridge_table + defaults: + agg_time_dimension: ds_partitioned + + measures: + - name: account_customer_combos + expr: account_id || customer_id + agg: count_distinct + create_metric: true + dimensions: - name: extra_dim type: categorical diff --git a/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/customer_other_data.yaml b/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/customer_other_data.yaml index e99258fa6a..d1435446bc 100644 --- a/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/customer_other_data.yaml +++ b/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/customer_other_data.yaml @@ -7,9 +7,21 @@ semantic_model: schema_name: $source_schema alias: customer_other_data + defaults: + agg_time_dimension: acquired_ds + + measures: + - name: customers_with_other_data + expr: 1 + agg: sum + dimensions: - name: country type: categorical + - name: acquired_ds + type: time + type_params: + time_granularity: day entities: - name: customer_id diff --git a/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/customer_table.yaml b/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/customer_table.yaml index 13ff17e26e..c2f6b4805e 100644 --- a/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/customer_table.yaml +++ b/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/customer_table.yaml @@ -7,6 +7,16 @@ semantic_model: schema_name: $source_schema alias: customer_table + + defaults: + agg_time_dimension: ds_partitioned + + measures: + - name: customers + expr: 1 + agg: sum + create_metric: true + dimensions: - name: customer_name type: categorical diff --git a/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/metrics.yaml b/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/metrics.yaml new file mode 100644 index 0000000000..d9fd8ab009 --- /dev/null +++ b/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/metrics.yaml @@ -0,0 +1,8 @@ +--- +metric: + name: paraguayan_customers + type: SIMPLE + type_params: + measure: customers_with_other_data + filter: | + {{ Dimension('customer_id__country') }} = 'paraguay' diff --git a/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/third_hop_table.yaml b/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/third_hop_table.yaml index 5051f263bb..b808e6e71b 100644 --- a/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/third_hop_table.yaml +++ b/metricflow-semantics/metricflow_semantics/test_helpers/semantic_manifest_yamls/partitioned_multi_hop_join_manifest/third_hop_table.yaml @@ -7,9 +7,22 @@ semantic_model: schema_name: $source_schema alias: third_hop_table + defaults: + agg_time_dimension: third_hop_ds + + measures: + - name: third_hop_count + expr: customer_third_hop_id + agg: count_distinct + create_metric: true + dimensions: - name: value type: categorical + - name: third_hop_ds + type: time + type_params: + time_granularity: day entities: - name: customer_third_hop_id diff --git a/tests_metricflow/fixtures/dataflow_fixtures.py b/tests_metricflow/fixtures/dataflow_fixtures.py index 540065b162..5ce317989c 100644 --- a/tests_metricflow/fixtures/dataflow_fixtures.py +++ b/tests_metricflow/fixtures/dataflow_fixtures.py @@ -60,6 +60,13 @@ def multihop_dataflow_plan_builder( # noqa: D103 ].dataflow_plan_builder +@pytest.fixture(scope="session") +def multihop_query_parser( # noqa: D103 + mf_engine_test_fixture_mapping: Mapping[SemanticManifestSetup, MetricFlowEngineTestFixture] +) -> MetricFlowQueryParser: + return mf_engine_test_fixture_mapping[SemanticManifestSetup.PARTITIONED_MULTI_HOP_JOIN_MANIFEST].query_parser + + @pytest.fixture(scope="session") def scd_column_association_resolver( # noqa: D103 mf_engine_test_fixture_mapping: Mapping[SemanticManifestSetup, MetricFlowEngineTestFixture] diff --git a/tests_metricflow/fixtures/source_table_snapshots/multi_hop_join_model/customer_other_data.yaml b/tests_metricflow/fixtures/source_table_snapshots/multi_hop_join_model/customer_other_data.yaml index 69dbb7a0c2..09ecde7bf2 100644 --- a/tests_metricflow/fixtures/source_table_snapshots/multi_hop_join_model/customer_other_data.yaml +++ b/tests_metricflow/fixtures/source_table_snapshots/multi_hop_join_model/customer_other_data.yaml @@ -7,8 +7,10 @@ table_snapshot: type: STRING - name: customer_third_hop_id type: STRING + - name: acquired_ds + type: STRING rows: - - ["0", "turkmenistan", "another_id0"] - - ["1", "paraguay", "another_id1"] - - ["2", "myanmar", "another_id2"] - - ["3", "djibouti", "another_id3"] + - ["0", "turkmenistan", "another_id0", "2020-01-01"] + - ["1", "paraguay", "another_id1", "2020-01-02"] + - ["2", "myanmar", "another_id2", "2020-01-03"] + - ["3", "djibouti", "another_id3", "2020-01-04"] diff --git a/tests_metricflow/fixtures/source_table_snapshots/multi_hop_join_model/third_hop_table.yaml b/tests_metricflow/fixtures/source_table_snapshots/multi_hop_join_model/third_hop_table.yaml index d90370db61..6d8d31eea5 100644 --- a/tests_metricflow/fixtures/source_table_snapshots/multi_hop_join_model/third_hop_table.yaml +++ b/tests_metricflow/fixtures/source_table_snapshots/multi_hop_join_model/third_hop_table.yaml @@ -5,8 +5,10 @@ table_snapshot: type: STRING - name: value type: STRING + - name: third_hop_ds + type: STRING rows: - - ["another_id0", "citadel"] - - ["another_id1", "virtu"] - - ["another_id2", "two sigma"] - - ["another_id3", "jump"] + - ["another_id0", "citadel", "2020-01-01"] + - ["another_id1", "virtu", "2020-01-02"] + - ["another_id2", "two sigma", "2020-01-03"] + - ["another_id3", "jump", "2020-01-04"] diff --git a/tests_metricflow/integration/test_cases/itest_metrics.yaml b/tests_metricflow/integration/test_cases/itest_metrics.yaml index a288d62a43..84b45fbec0 100644 --- a/tests_metricflow/integration/test_cases/itest_metrics.yaml +++ b/tests_metricflow/integration/test_cases/itest_metrics.yaml @@ -2086,3 +2086,48 @@ integration_test: ) metric_subquery ON l.listing_id = metric_subquery.listing_id WHERE views > 10 +--- +integration_test: + name: test_metric_filter_with_inner_query_single_hop_join + description: Query with a metric filter where the inner query uses a single-hop join + model: PARTITIONED_MULTI_HOP_JOIN_MODEL + metrics: ["third_hop_count"] + where_filter: "{{ render_metric_template('paraguayan_customers', ['customer_third_hop_id']) }} > 0" + check_query: | + SELECT + COUNT(DISTINCT t.customer_third_hop_id) AS third_hop_count + FROM {{ source_schema }}.third_hop_table t + LEFT OUTER JOIN ( + SELECT + customer_third_hop_id + , SUM(1) AS paraguayan_customers + FROM {{ source_schema }}.customer_other_data c + WHERE country = 'paraguay' + GROUP BY customer_third_hop_id + ) metric_subquery + ON t.customer_third_hop_id = metric_subquery.customer_third_hop_id + WHERE paraguayan_customers > 0 +--- +integration_test: + name: test_metric_filter_with_inner_query_multi_hop_join + description: Query with a metric filter where the inner query uses a two-hop join + model: PARTITIONED_MULTI_HOP_JOIN_MODEL + metrics: ["third_hop_count"] + where_filter: "{{ render_metric_template('txn_count', ['account_id__customer_id__customer_third_hop_id']) }} > 0" + check_query: | + SELECT + COUNT(DISTINCT t.customer_third_hop_id) AS third_hop_count + FROM {{ source_schema }}.third_hop_table t + LEFT OUTER JOIN ( + SELECT + c.customer_third_hop_id + , SUM(a.txn_count) AS txn_count + FROM {{ source_schema }}.account_month_txns a + LEFT OUTER JOIN {{ source_schema }}.bridge_table b + ON (a.account_id = b.account_id) AND ({{ render_date_trunc("a.ds_partitioned", TimeGranularity.DAY) }} = {{ render_date_trunc("b.ds_partitioned", TimeGranularity.DAY) }}) + LEFT OUTER JOIN {{ source_schema }}.customer_other_data c + ON b.customer_id = c.customer_id + GROUP BY c.customer_third_hop_id + ) metric_subquery + ON t.customer_third_hop_id = metric_subquery.customer_third_hop_id + WHERE txn_count > 0 diff --git a/tests_metricflow/populate_persistent_source_schemas.py b/tests_metricflow/populate_persistent_source_schemas.py index 878e4ebb9f..b88248934d 100644 --- a/tests_metricflow/populate_persistent_source_schemas.py +++ b/tests_metricflow/populate_persistent_source_schemas.py @@ -36,7 +36,7 @@ def populate_schemas(test_configuration: MetricFlowTestConfiguration) -> None: hatch_env = f"{engine_name}-env" run_command( f"hatch -v run {hatch_env}:pytest -vv --log-cli-level info --use-persistent-source-schema " - "tests/source_schema_tools.py::populate_source_schema" + "tests_metricflow/source_schema_tools.py::populate_source_schema" ) else: assert_values_exhausted(test_configuration.engine) diff --git a/tests_metricflow/query_rendering/test_metric_filter_rendering.py b/tests_metricflow/query_rendering/test_metric_filter_rendering.py index 96f78e07dd..4a688910d5 100644 --- a/tests_metricflow/query_rendering/test_metric_filter_rendering.py +++ b/tests_metricflow/query_rendering/test_metric_filter_rendering.py @@ -306,3 +306,57 @@ def test_filter_with_conversion_metric( # noqa: D103 sql_client=sql_client, node=dataflow_plan.sink_node, ) + + +@pytest.mark.sql_engine_snapshot +def test_inner_query_single_hop( + request: FixtureRequest, + mf_test_configuration: MetricFlowTestConfiguration, + multihop_dataflow_plan_builder: DataflowPlanBuilder, + sql_client: SqlClient, + multihop_dataflow_to_sql_converter: DataflowToSqlQueryPlanConverter, + multihop_query_parser: MetricFlowQueryParser, +) -> None: + """Tests rendering for a metric filter using a one-hop join in the inner query.""" + query_spec = multihop_query_parser.parse_and_validate_query( + metric_names=("third_hop_count",), + where_constraint=PydanticWhereFilter( + where_sql_template="{{ Metric('paraguayan_customers', ['customer_id__customer_third_hop_id']) }} > 0", + ), + ).query_spec + dataflow_plan = multihop_dataflow_plan_builder.build_plan(query_spec) + + convert_and_check( + request=request, + mf_test_configuration=mf_test_configuration, + dataflow_to_sql_converter=multihop_dataflow_to_sql_converter, + sql_client=sql_client, + node=dataflow_plan.sink_node, + ) + + +@pytest.mark.sql_engine_snapshot +def test_inner_query_multi_hop( + request: FixtureRequest, + mf_test_configuration: MetricFlowTestConfiguration, + multihop_dataflow_plan_builder: DataflowPlanBuilder, + sql_client: SqlClient, + multihop_dataflow_to_sql_converter: DataflowToSqlQueryPlanConverter, + multihop_query_parser: MetricFlowQueryParser, +) -> None: + """Tests rendering for a metric filter using a two-hop join in the inner query.""" + query_spec = multihop_query_parser.parse_and_validate_query( + metric_names=("third_hop_count",), + where_constraint=PydanticWhereFilter( + where_sql_template="{{ Metric('txn_count', ['account_id__customer_id__customer_third_hop_id']) }} > 2", + ), + ).query_spec + dataflow_plan = multihop_dataflow_plan_builder.build_plan(query_spec) + + convert_and_check( + request=request, + mf_test_configuration=mf_test_configuration, + dataflow_to_sql_converter=multihop_dataflow_to_sql_converter, + sql_client=sql_client, + node=dataflow_plan.sink_node, + ) diff --git a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_multihop_join_plan__dfp_0.xml b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_multihop_join_plan__dfp_0.xml index 5f40f7ab69..2fd679eb48 100644 --- a/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_multihop_join_plan__dfp_0.xml +++ b/tests_metricflow/snapshots/test_dataflow_plan_builder.py/DataflowPlan/test_multihop_join_plan__dfp_0.xml @@ -95,11 +95,16 @@ - - - - - + + + + + + + + + + @@ -129,6 +134,17 @@ + + + + + + + + + + + @@ -262,13 +278,64 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - + + + + + + + + + + diff --git a/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/BigQuery/test_multihop_joined_plan__ep_0.xml b/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/BigQuery/test_multihop_joined_plan__ep_0.xml index ec3c5d3718..52203b0845 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/BigQuery/test_multihop_joined_plan__ep_0.xml +++ b/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/BigQuery/test_multihop_joined_plan__ep_0.xml @@ -8,7 +8,7 @@ - + @@ -28,12 +28,12 @@ - + - + - + diff --git a/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Databricks/test_multihop_joined_plan__ep_0.xml b/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Databricks/test_multihop_joined_plan__ep_0.xml index 50ce27348e..7b5757bb91 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Databricks/test_multihop_joined_plan__ep_0.xml +++ b/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Databricks/test_multihop_joined_plan__ep_0.xml @@ -8,7 +8,7 @@ - + @@ -28,14 +28,14 @@ - + - + - + - + diff --git a/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/DuckDB/test_multihop_joined_plan__ep_0.xml b/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/DuckDB/test_multihop_joined_plan__ep_0.xml index 50ce27348e..7b5757bb91 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/DuckDB/test_multihop_joined_plan__ep_0.xml +++ b/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/DuckDB/test_multihop_joined_plan__ep_0.xml @@ -8,7 +8,7 @@ - + @@ -28,14 +28,14 @@ - + - + - + - + diff --git a/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Postgres/test_multihop_joined_plan__ep_0.xml b/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Postgres/test_multihop_joined_plan__ep_0.xml index 50ce27348e..7b5757bb91 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Postgres/test_multihop_joined_plan__ep_0.xml +++ b/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Postgres/test_multihop_joined_plan__ep_0.xml @@ -8,7 +8,7 @@ - + @@ -28,14 +28,14 @@ - + - + - + - + diff --git a/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Redshift/test_multihop_joined_plan__ep_0.xml b/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Redshift/test_multihop_joined_plan__ep_0.xml index 50ce27348e..7b5757bb91 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Redshift/test_multihop_joined_plan__ep_0.xml +++ b/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Redshift/test_multihop_joined_plan__ep_0.xml @@ -8,7 +8,7 @@ - + @@ -28,14 +28,14 @@ - + - + - + - + diff --git a/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Snowflake/test_multihop_joined_plan__ep_0.xml b/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Snowflake/test_multihop_joined_plan__ep_0.xml index 50ce27348e..7b5757bb91 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Snowflake/test_multihop_joined_plan__ep_0.xml +++ b/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Snowflake/test_multihop_joined_plan__ep_0.xml @@ -8,7 +8,7 @@ - + @@ -28,14 +28,14 @@ - + - + - + - + diff --git a/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Trino/test_multihop_joined_plan__ep_0.xml b/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Trino/test_multihop_joined_plan__ep_0.xml index 50ce27348e..7b5757bb91 100644 --- a/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Trino/test_multihop_joined_plan__ep_0.xml +++ b/tests_metricflow/snapshots/test_dataflow_to_execution.py/ExecutionPlan/Trino/test_multihop_joined_plan__ep_0.xml @@ -8,7 +8,7 @@ - + @@ -28,14 +28,14 @@ - + - + - + - + diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_multi_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_multi_hop__plan0.sql new file mode 100644 index 0000000000..2cca68ca92 --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_multi_hop__plan0.sql @@ -0,0 +1,694 @@ +-- Compute Metrics via Expressions +SELECT + subq_40.third_hop_count +FROM ( + -- Aggregate Measures + SELECT + COUNT(DISTINCT subq_39.third_hop_count) AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count',] + SELECT + subq_38.third_hop_count + FROM ( + -- Constrain Output with WHERE + SELECT + subq_37.customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_37.third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_36.customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_36.third_hop_count + FROM ( + -- Join Standard Outputs + SELECT + subq_20.customer_third_hop_id AS customer_third_hop_id + , subq_35.account_id__customer_id__customer_third_hop_id AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id + , subq_35.account_id__customer_id__customer_third_hop_id__txn_count AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_20.third_hop_count AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] + SELECT + subq_19.customer_third_hop_id + , subq_19.third_hop_count + FROM ( + -- Metric Time Dimension 'third_hop_ds' + SELECT + subq_18.third_hop_ds__day + , subq_18.third_hop_ds__week + , subq_18.third_hop_ds__month + , subq_18.third_hop_ds__quarter + , subq_18.third_hop_ds__year + , subq_18.third_hop_ds__extract_year + , subq_18.third_hop_ds__extract_quarter + , subq_18.third_hop_ds__extract_month + , subq_18.third_hop_ds__extract_day + , subq_18.third_hop_ds__extract_dow + , subq_18.third_hop_ds__extract_doy + , subq_18.customer_third_hop_id__third_hop_ds__day + , subq_18.customer_third_hop_id__third_hop_ds__week + , subq_18.customer_third_hop_id__third_hop_ds__month + , subq_18.customer_third_hop_id__third_hop_ds__quarter + , subq_18.customer_third_hop_id__third_hop_ds__year + , subq_18.customer_third_hop_id__third_hop_ds__extract_year + , subq_18.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_18.customer_third_hop_id__third_hop_ds__extract_month + , subq_18.customer_third_hop_id__third_hop_ds__extract_day + , subq_18.customer_third_hop_id__third_hop_ds__extract_dow + , subq_18.customer_third_hop_id__third_hop_ds__extract_doy + , subq_18.third_hop_ds__day AS metric_time__day + , subq_18.third_hop_ds__week AS metric_time__week + , subq_18.third_hop_ds__month AS metric_time__month + , subq_18.third_hop_ds__quarter AS metric_time__quarter + , subq_18.third_hop_ds__year AS metric_time__year + , subq_18.third_hop_ds__extract_year AS metric_time__extract_year + , subq_18.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_18.third_hop_ds__extract_month AS metric_time__extract_month + , subq_18.third_hop_ds__extract_day AS metric_time__extract_day + , subq_18.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_18.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_18.customer_third_hop_id + , subq_18.value + , subq_18.customer_third_hop_id__value + , subq_18.third_hop_count + FROM ( + -- Read Elements From Semantic Model 'third_hop_table' + SELECT + third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + , third_hop_table_src_22000.value + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, day) AS third_hop_ds__day + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, isoweek) AS third_hop_ds__week + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, month) AS third_hop_ds__month + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, quarter) AS third_hop_ds__quarter + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, year) AS third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_day + , IF(EXTRACT(dayofweek FROM third_hop_table_src_22000.third_hop_ds) = 1, 7, EXTRACT(dayofweek FROM third_hop_table_src_22000.third_hop_ds) - 1) AS third_hop_ds__extract_dow + , EXTRACT(dayofyear FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_doy + , third_hop_table_src_22000.value AS customer_third_hop_id__value + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, day) AS customer_third_hop_id__third_hop_ds__day + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, isoweek) AS customer_third_hop_id__third_hop_ds__week + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, month) AS customer_third_hop_id__third_hop_ds__month + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, quarter) AS customer_third_hop_id__third_hop_ds__quarter + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, year) AS customer_third_hop_id__third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_day + , IF(EXTRACT(dayofweek FROM third_hop_table_src_22000.third_hop_ds) = 1, 7, EXTRACT(dayofweek FROM third_hop_table_src_22000.third_hop_ds) - 1) AS customer_third_hop_id__third_hop_ds__extract_dow + , EXTRACT(dayofyear FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy + , third_hop_table_src_22000.customer_third_hop_id + FROM ***************************.third_hop_table third_hop_table_src_22000 + ) subq_18 + ) subq_19 + ) subq_20 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['account_id__customer_id__customer_third_hop_id', 'account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_34.account_id__customer_id__customer_third_hop_id + , subq_34.account_id__customer_id__customer_third_hop_id__txn_count + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_33.account_id__customer_id__customer_third_hop_id + , subq_33.txn_count AS account_id__customer_id__customer_third_hop_id__txn_count + FROM ( + -- Aggregate Measures + SELECT + subq_32.account_id__customer_id__customer_third_hop_id + , SUM(subq_32.txn_count) AS txn_count + FROM ( + -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_third_hop_id'] + SELECT + subq_31.account_id__customer_id__customer_third_hop_id + , subq_31.txn_count + FROM ( + -- Join Standard Outputs + SELECT + subq_23.ds_partitioned__day AS ds_partitioned__day + , subq_30.ds_partitioned__day AS account_id__ds_partitioned__day + , subq_23.account_id AS account_id + , subq_30.customer_id__customer_third_hop_id AS account_id__customer_id__customer_third_hop_id + , subq_23.txn_count AS txn_count + FROM ( + -- Pass Only Elements: ['txn_count', 'ds_partitioned__day', 'account_id'] + SELECT + subq_22.ds_partitioned__day + , subq_22.account_id + , subq_22.txn_count + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_21.ds_partitioned__day + , subq_21.ds_partitioned__week + , subq_21.ds_partitioned__month + , subq_21.ds_partitioned__quarter + , subq_21.ds_partitioned__year + , subq_21.ds_partitioned__extract_year + , subq_21.ds_partitioned__extract_quarter + , subq_21.ds_partitioned__extract_month + , subq_21.ds_partitioned__extract_day + , subq_21.ds_partitioned__extract_dow + , subq_21.ds_partitioned__extract_doy + , subq_21.ds__day + , subq_21.ds__week + , subq_21.ds__month + , subq_21.ds__quarter + , subq_21.ds__year + , subq_21.ds__extract_year + , subq_21.ds__extract_quarter + , subq_21.ds__extract_month + , subq_21.ds__extract_day + , subq_21.ds__extract_dow + , subq_21.ds__extract_doy + , subq_21.account_id__ds_partitioned__day + , subq_21.account_id__ds_partitioned__week + , subq_21.account_id__ds_partitioned__month + , subq_21.account_id__ds_partitioned__quarter + , subq_21.account_id__ds_partitioned__year + , subq_21.account_id__ds_partitioned__extract_year + , subq_21.account_id__ds_partitioned__extract_quarter + , subq_21.account_id__ds_partitioned__extract_month + , subq_21.account_id__ds_partitioned__extract_day + , subq_21.account_id__ds_partitioned__extract_dow + , subq_21.account_id__ds_partitioned__extract_doy + , subq_21.account_id__ds__day + , subq_21.account_id__ds__week + , subq_21.account_id__ds__month + , subq_21.account_id__ds__quarter + , subq_21.account_id__ds__year + , subq_21.account_id__ds__extract_year + , subq_21.account_id__ds__extract_quarter + , subq_21.account_id__ds__extract_month + , subq_21.account_id__ds__extract_day + , subq_21.account_id__ds__extract_dow + , subq_21.account_id__ds__extract_doy + , subq_21.ds__day AS metric_time__day + , subq_21.ds__week AS metric_time__week + , subq_21.ds__month AS metric_time__month + , subq_21.ds__quarter AS metric_time__quarter + , subq_21.ds__year AS metric_time__year + , subq_21.ds__extract_year AS metric_time__extract_year + , subq_21.ds__extract_quarter AS metric_time__extract_quarter + , subq_21.ds__extract_month AS metric_time__extract_month + , subq_21.ds__extract_day AS metric_time__extract_day + , subq_21.ds__extract_dow AS metric_time__extract_dow + , subq_21.ds__extract_doy AS metric_time__extract_doy + , subq_21.account_id + , subq_21.account_month + , subq_21.account_id__account_month + , subq_21.txn_count + FROM ( + -- Read Elements From Semantic Model 'account_month_txns' + SELECT + account_month_txns_src_22000.txn_count + , DATE_TRUNC(account_month_txns_src_22000.ds_partitioned, day) AS ds_partitioned__day + , DATE_TRUNC(account_month_txns_src_22000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATE_TRUNC(account_month_txns_src_22000.ds_partitioned, month) AS ds_partitioned__month + , DATE_TRUNC(account_month_txns_src_22000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATE_TRUNC(account_month_txns_src_22000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM account_month_txns_src_22000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM account_month_txns_src_22000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC(account_month_txns_src_22000.ds, day) AS ds__day + , DATE_TRUNC(account_month_txns_src_22000.ds, isoweek) AS ds__week + , DATE_TRUNC(account_month_txns_src_22000.ds, month) AS ds__month + , DATE_TRUNC(account_month_txns_src_22000.ds, quarter) AS ds__quarter + , DATE_TRUNC(account_month_txns_src_22000.ds, year) AS ds__year + , EXTRACT(year FROM account_month_txns_src_22000.ds) AS ds__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds) AS ds__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds) AS ds__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM account_month_txns_src_22000.ds) = 1, 7, EXTRACT(dayofweek FROM account_month_txns_src_22000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM account_month_txns_src_22000.ds) AS ds__extract_doy + , account_month_txns_src_22000.account_month + , DATE_TRUNC(account_month_txns_src_22000.ds_partitioned, day) AS account_id__ds_partitioned__day + , DATE_TRUNC(account_month_txns_src_22000.ds_partitioned, isoweek) AS account_id__ds_partitioned__week + , DATE_TRUNC(account_month_txns_src_22000.ds_partitioned, month) AS account_id__ds_partitioned__month + , DATE_TRUNC(account_month_txns_src_22000.ds_partitioned, quarter) AS account_id__ds_partitioned__quarter + , DATE_TRUNC(account_month_txns_src_22000.ds_partitioned, year) AS account_id__ds_partitioned__year + , EXTRACT(year FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM account_month_txns_src_22000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM account_month_txns_src_22000.ds_partitioned) - 1) AS account_id__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , DATE_TRUNC(account_month_txns_src_22000.ds, day) AS account_id__ds__day + , DATE_TRUNC(account_month_txns_src_22000.ds, isoweek) AS account_id__ds__week + , DATE_TRUNC(account_month_txns_src_22000.ds, month) AS account_id__ds__month + , DATE_TRUNC(account_month_txns_src_22000.ds, quarter) AS account_id__ds__quarter + , DATE_TRUNC(account_month_txns_src_22000.ds, year) AS account_id__ds__year + , EXTRACT(year FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_day + , IF(EXTRACT(dayofweek FROM account_month_txns_src_22000.ds) = 1, 7, EXTRACT(dayofweek FROM account_month_txns_src_22000.ds) - 1) AS account_id__ds__extract_dow + , EXTRACT(dayofyear FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_doy + , account_month_txns_src_22000.account_month AS account_id__account_month + , account_month_txns_src_22000.account_id + FROM ***************************.account_month_txns account_month_txns_src_22000 + ) subq_21 + ) subq_22 + ) subq_23 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['ds_partitioned__day', 'account_id', 'customer_id__customer_third_hop_id'] + SELECT + subq_29.ds_partitioned__day + , subq_29.account_id + , subq_29.customer_id__customer_third_hop_id + FROM ( + -- Join Standard Outputs + SELECT + subq_25.ds_partitioned__day AS ds_partitioned__day + , subq_25.ds_partitioned__week AS ds_partitioned__week + , subq_25.ds_partitioned__month AS ds_partitioned__month + , subq_25.ds_partitioned__quarter AS ds_partitioned__quarter + , subq_25.ds_partitioned__year AS ds_partitioned__year + , subq_25.ds_partitioned__extract_year AS ds_partitioned__extract_year + , subq_25.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter + , subq_25.ds_partitioned__extract_month AS ds_partitioned__extract_month + , subq_25.ds_partitioned__extract_day AS ds_partitioned__extract_day + , subq_25.ds_partitioned__extract_dow AS ds_partitioned__extract_dow + , subq_25.ds_partitioned__extract_doy AS ds_partitioned__extract_doy + , subq_25.account_id__ds_partitioned__day AS account_id__ds_partitioned__day + , subq_25.account_id__ds_partitioned__week AS account_id__ds_partitioned__week + , subq_25.account_id__ds_partitioned__month AS account_id__ds_partitioned__month + , subq_25.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter + , subq_25.account_id__ds_partitioned__year AS account_id__ds_partitioned__year + , subq_25.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year + , subq_25.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter + , subq_25.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month + , subq_25.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day + , subq_25.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow + , subq_25.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy + , subq_25.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day + , subq_25.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week + , subq_25.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month + , subq_25.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter + , subq_25.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year + , subq_25.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year + , subq_25.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter + , subq_25.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month + , subq_25.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day + , subq_25.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow + , subq_25.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy + , subq_25.metric_time__day AS metric_time__day + , subq_25.metric_time__week AS metric_time__week + , subq_25.metric_time__month AS metric_time__month + , subq_25.metric_time__quarter AS metric_time__quarter + , subq_25.metric_time__year AS metric_time__year + , subq_25.metric_time__extract_year AS metric_time__extract_year + , subq_25.metric_time__extract_quarter AS metric_time__extract_quarter + , subq_25.metric_time__extract_month AS metric_time__extract_month + , subq_25.metric_time__extract_day AS metric_time__extract_day + , subq_25.metric_time__extract_dow AS metric_time__extract_dow + , subq_25.metric_time__extract_doy AS metric_time__extract_doy + , subq_28.acquired_ds__day AS customer_id__acquired_ds__day + , subq_28.acquired_ds__week AS customer_id__acquired_ds__week + , subq_28.acquired_ds__month AS customer_id__acquired_ds__month + , subq_28.acquired_ds__quarter AS customer_id__acquired_ds__quarter + , subq_28.acquired_ds__year AS customer_id__acquired_ds__year + , subq_28.acquired_ds__extract_year AS customer_id__acquired_ds__extract_year + , subq_28.acquired_ds__extract_quarter AS customer_id__acquired_ds__extract_quarter + , subq_28.acquired_ds__extract_month AS customer_id__acquired_ds__extract_month + , subq_28.acquired_ds__extract_day AS customer_id__acquired_ds__extract_day + , subq_28.acquired_ds__extract_dow AS customer_id__acquired_ds__extract_dow + , subq_28.acquired_ds__extract_doy AS customer_id__acquired_ds__extract_doy + , subq_28.customer_third_hop_id__acquired_ds__day AS customer_id__customer_third_hop_id__acquired_ds__day + , subq_28.customer_third_hop_id__acquired_ds__week AS customer_id__customer_third_hop_id__acquired_ds__week + , subq_28.customer_third_hop_id__acquired_ds__month AS customer_id__customer_third_hop_id__acquired_ds__month + , subq_28.customer_third_hop_id__acquired_ds__quarter AS customer_id__customer_third_hop_id__acquired_ds__quarter + , subq_28.customer_third_hop_id__acquired_ds__year AS customer_id__customer_third_hop_id__acquired_ds__year + , subq_28.customer_third_hop_id__acquired_ds__extract_year AS customer_id__customer_third_hop_id__acquired_ds__extract_year + , subq_28.customer_third_hop_id__acquired_ds__extract_quarter AS customer_id__customer_third_hop_id__acquired_ds__extract_quarter + , subq_28.customer_third_hop_id__acquired_ds__extract_month AS customer_id__customer_third_hop_id__acquired_ds__extract_month + , subq_28.customer_third_hop_id__acquired_ds__extract_day AS customer_id__customer_third_hop_id__acquired_ds__extract_day + , subq_28.customer_third_hop_id__acquired_ds__extract_dow AS customer_id__customer_third_hop_id__acquired_ds__extract_dow + , subq_28.customer_third_hop_id__acquired_ds__extract_doy AS customer_id__customer_third_hop_id__acquired_ds__extract_doy + , subq_28.metric_time__day AS customer_id__metric_time__day + , subq_28.metric_time__week AS customer_id__metric_time__week + , subq_28.metric_time__month AS customer_id__metric_time__month + , subq_28.metric_time__quarter AS customer_id__metric_time__quarter + , subq_28.metric_time__year AS customer_id__metric_time__year + , subq_28.metric_time__extract_year AS customer_id__metric_time__extract_year + , subq_28.metric_time__extract_quarter AS customer_id__metric_time__extract_quarter + , subq_28.metric_time__extract_month AS customer_id__metric_time__extract_month + , subq_28.metric_time__extract_day AS customer_id__metric_time__extract_day + , subq_28.metric_time__extract_dow AS customer_id__metric_time__extract_dow + , subq_28.metric_time__extract_doy AS customer_id__metric_time__extract_doy + , subq_25.account_id AS account_id + , subq_25.customer_id AS customer_id + , subq_25.account_id__customer_id AS account_id__customer_id + , subq_25.bridge_account__account_id AS bridge_account__account_id + , subq_25.bridge_account__customer_id AS bridge_account__customer_id + , subq_28.customer_third_hop_id AS customer_id__customer_third_hop_id + , subq_28.customer_third_hop_id__customer_id AS customer_id__customer_third_hop_id__customer_id + , subq_25.extra_dim AS extra_dim + , subq_25.account_id__extra_dim AS account_id__extra_dim + , subq_25.bridge_account__extra_dim AS bridge_account__extra_dim + , subq_28.country AS customer_id__country + , subq_28.customer_third_hop_id__country AS customer_id__customer_third_hop_id__country + , subq_25.account_customer_combos AS account_customer_combos + FROM ( + -- Metric Time Dimension 'ds_partitioned' + SELECT + subq_24.ds_partitioned__day + , subq_24.ds_partitioned__week + , subq_24.ds_partitioned__month + , subq_24.ds_partitioned__quarter + , subq_24.ds_partitioned__year + , subq_24.ds_partitioned__extract_year + , subq_24.ds_partitioned__extract_quarter + , subq_24.ds_partitioned__extract_month + , subq_24.ds_partitioned__extract_day + , subq_24.ds_partitioned__extract_dow + , subq_24.ds_partitioned__extract_doy + , subq_24.account_id__ds_partitioned__day + , subq_24.account_id__ds_partitioned__week + , subq_24.account_id__ds_partitioned__month + , subq_24.account_id__ds_partitioned__quarter + , subq_24.account_id__ds_partitioned__year + , subq_24.account_id__ds_partitioned__extract_year + , subq_24.account_id__ds_partitioned__extract_quarter + , subq_24.account_id__ds_partitioned__extract_month + , subq_24.account_id__ds_partitioned__extract_day + , subq_24.account_id__ds_partitioned__extract_dow + , subq_24.account_id__ds_partitioned__extract_doy + , subq_24.bridge_account__ds_partitioned__day + , subq_24.bridge_account__ds_partitioned__week + , subq_24.bridge_account__ds_partitioned__month + , subq_24.bridge_account__ds_partitioned__quarter + , subq_24.bridge_account__ds_partitioned__year + , subq_24.bridge_account__ds_partitioned__extract_year + , subq_24.bridge_account__ds_partitioned__extract_quarter + , subq_24.bridge_account__ds_partitioned__extract_month + , subq_24.bridge_account__ds_partitioned__extract_day + , subq_24.bridge_account__ds_partitioned__extract_dow + , subq_24.bridge_account__ds_partitioned__extract_doy + , subq_24.ds_partitioned__day AS metric_time__day + , subq_24.ds_partitioned__week AS metric_time__week + , subq_24.ds_partitioned__month AS metric_time__month + , subq_24.ds_partitioned__quarter AS metric_time__quarter + , subq_24.ds_partitioned__year AS metric_time__year + , subq_24.ds_partitioned__extract_year AS metric_time__extract_year + , subq_24.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_24.ds_partitioned__extract_month AS metric_time__extract_month + , subq_24.ds_partitioned__extract_day AS metric_time__extract_day + , subq_24.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_24.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_24.account_id + , subq_24.customer_id + , subq_24.account_id__customer_id + , subq_24.bridge_account__account_id + , subq_24.bridge_account__customer_id + , subq_24.extra_dim + , subq_24.account_id__extra_dim + , subq_24.bridge_account__extra_dim + , subq_24.account_customer_combos + FROM ( + -- Read Elements From Semantic Model 'bridge_table' + SELECT + account_id || customer_id AS account_customer_combos + , bridge_table_src_22000.extra_dim + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, day) AS ds_partitioned__day + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, month) AS ds_partitioned__month + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bridge_table_src_22000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bridge_table_src_22000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS account_id__extra_dim + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, day) AS account_id__ds_partitioned__day + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, isoweek) AS account_id__ds_partitioned__week + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, month) AS account_id__ds_partitioned__month + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, quarter) AS account_id__ds_partitioned__quarter + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, year) AS account_id__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bridge_table_src_22000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bridge_table_src_22000.ds_partitioned) - 1) AS account_id__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, day) AS bridge_account__ds_partitioned__day + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, isoweek) AS bridge_account__ds_partitioned__week + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, month) AS bridge_account__ds_partitioned__month + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, quarter) AS bridge_account__ds_partitioned__quarter + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, year) AS bridge_account__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bridge_table_src_22000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bridge_table_src_22000.ds_partitioned) - 1) AS bridge_account__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy + , bridge_table_src_22000.account_id + , bridge_table_src_22000.customer_id + , bridge_table_src_22000.customer_id AS account_id__customer_id + , bridge_table_src_22000.account_id AS bridge_account__account_id + , bridge_table_src_22000.customer_id AS bridge_account__customer_id + FROM ***************************.bridge_table bridge_table_src_22000 + ) subq_24 + ) subq_25 + LEFT OUTER JOIN ( + -- Pass Only Elements: [ + -- 'country', + -- 'customer_id__country', + -- 'customer_third_hop_id__country', + -- 'acquired_ds__day', + -- 'acquired_ds__week', + -- 'acquired_ds__month', + -- 'acquired_ds__quarter', + -- 'acquired_ds__year', + -- 'acquired_ds__extract_year', + -- 'acquired_ds__extract_quarter', + -- 'acquired_ds__extract_month', + -- 'acquired_ds__extract_day', + -- 'acquired_ds__extract_dow', + -- 'acquired_ds__extract_doy', + -- 'customer_id__acquired_ds__day', + -- 'customer_id__acquired_ds__week', + -- 'customer_id__acquired_ds__month', + -- 'customer_id__acquired_ds__quarter', + -- 'customer_id__acquired_ds__year', + -- 'customer_id__acquired_ds__extract_year', + -- 'customer_id__acquired_ds__extract_quarter', + -- 'customer_id__acquired_ds__extract_month', + -- 'customer_id__acquired_ds__extract_day', + -- 'customer_id__acquired_ds__extract_dow', + -- 'customer_id__acquired_ds__extract_doy', + -- 'customer_third_hop_id__acquired_ds__day', + -- 'customer_third_hop_id__acquired_ds__week', + -- 'customer_third_hop_id__acquired_ds__month', + -- 'customer_third_hop_id__acquired_ds__quarter', + -- 'customer_third_hop_id__acquired_ds__year', + -- 'customer_third_hop_id__acquired_ds__extract_year', + -- 'customer_third_hop_id__acquired_ds__extract_quarter', + -- 'customer_third_hop_id__acquired_ds__extract_month', + -- 'customer_third_hop_id__acquired_ds__extract_day', + -- 'customer_third_hop_id__acquired_ds__extract_dow', + -- 'customer_third_hop_id__acquired_ds__extract_doy', + -- 'metric_time__day', + -- 'metric_time__week', + -- 'metric_time__month', + -- 'metric_time__quarter', + -- 'metric_time__year', + -- 'metric_time__extract_year', + -- 'metric_time__extract_quarter', + -- 'metric_time__extract_month', + -- 'metric_time__extract_day', + -- 'metric_time__extract_dow', + -- 'metric_time__extract_doy', + -- 'customer_id', + -- 'customer_third_hop_id', + -- 'customer_id__customer_third_hop_id', + -- 'customer_third_hop_id__customer_id', + -- ] + SELECT + subq_27.acquired_ds__day + , subq_27.acquired_ds__week + , subq_27.acquired_ds__month + , subq_27.acquired_ds__quarter + , subq_27.acquired_ds__year + , subq_27.acquired_ds__extract_year + , subq_27.acquired_ds__extract_quarter + , subq_27.acquired_ds__extract_month + , subq_27.acquired_ds__extract_day + , subq_27.acquired_ds__extract_dow + , subq_27.acquired_ds__extract_doy + , subq_27.customer_id__acquired_ds__day + , subq_27.customer_id__acquired_ds__week + , subq_27.customer_id__acquired_ds__month + , subq_27.customer_id__acquired_ds__quarter + , subq_27.customer_id__acquired_ds__year + , subq_27.customer_id__acquired_ds__extract_year + , subq_27.customer_id__acquired_ds__extract_quarter + , subq_27.customer_id__acquired_ds__extract_month + , subq_27.customer_id__acquired_ds__extract_day + , subq_27.customer_id__acquired_ds__extract_dow + , subq_27.customer_id__acquired_ds__extract_doy + , subq_27.customer_third_hop_id__acquired_ds__day + , subq_27.customer_third_hop_id__acquired_ds__week + , subq_27.customer_third_hop_id__acquired_ds__month + , subq_27.customer_third_hop_id__acquired_ds__quarter + , subq_27.customer_third_hop_id__acquired_ds__year + , subq_27.customer_third_hop_id__acquired_ds__extract_year + , subq_27.customer_third_hop_id__acquired_ds__extract_quarter + , subq_27.customer_third_hop_id__acquired_ds__extract_month + , subq_27.customer_third_hop_id__acquired_ds__extract_day + , subq_27.customer_third_hop_id__acquired_ds__extract_dow + , subq_27.customer_third_hop_id__acquired_ds__extract_doy + , subq_27.metric_time__day + , subq_27.metric_time__week + , subq_27.metric_time__month + , subq_27.metric_time__quarter + , subq_27.metric_time__year + , subq_27.metric_time__extract_year + , subq_27.metric_time__extract_quarter + , subq_27.metric_time__extract_month + , subq_27.metric_time__extract_day + , subq_27.metric_time__extract_dow + , subq_27.metric_time__extract_doy + , subq_27.customer_id + , subq_27.customer_third_hop_id + , subq_27.customer_id__customer_third_hop_id + , subq_27.customer_third_hop_id__customer_id + , subq_27.country + , subq_27.customer_id__country + , subq_27.customer_third_hop_id__country + FROM ( + -- Metric Time Dimension 'acquired_ds' + SELECT + subq_26.acquired_ds__day + , subq_26.acquired_ds__week + , subq_26.acquired_ds__month + , subq_26.acquired_ds__quarter + , subq_26.acquired_ds__year + , subq_26.acquired_ds__extract_year + , subq_26.acquired_ds__extract_quarter + , subq_26.acquired_ds__extract_month + , subq_26.acquired_ds__extract_day + , subq_26.acquired_ds__extract_dow + , subq_26.acquired_ds__extract_doy + , subq_26.customer_id__acquired_ds__day + , subq_26.customer_id__acquired_ds__week + , subq_26.customer_id__acquired_ds__month + , subq_26.customer_id__acquired_ds__quarter + , subq_26.customer_id__acquired_ds__year + , subq_26.customer_id__acquired_ds__extract_year + , subq_26.customer_id__acquired_ds__extract_quarter + , subq_26.customer_id__acquired_ds__extract_month + , subq_26.customer_id__acquired_ds__extract_day + , subq_26.customer_id__acquired_ds__extract_dow + , subq_26.customer_id__acquired_ds__extract_doy + , subq_26.customer_third_hop_id__acquired_ds__day + , subq_26.customer_third_hop_id__acquired_ds__week + , subq_26.customer_third_hop_id__acquired_ds__month + , subq_26.customer_third_hop_id__acquired_ds__quarter + , subq_26.customer_third_hop_id__acquired_ds__year + , subq_26.customer_third_hop_id__acquired_ds__extract_year + , subq_26.customer_third_hop_id__acquired_ds__extract_quarter + , subq_26.customer_third_hop_id__acquired_ds__extract_month + , subq_26.customer_third_hop_id__acquired_ds__extract_day + , subq_26.customer_third_hop_id__acquired_ds__extract_dow + , subq_26.customer_third_hop_id__acquired_ds__extract_doy + , subq_26.acquired_ds__day AS metric_time__day + , subq_26.acquired_ds__week AS metric_time__week + , subq_26.acquired_ds__month AS metric_time__month + , subq_26.acquired_ds__quarter AS metric_time__quarter + , subq_26.acquired_ds__year AS metric_time__year + , subq_26.acquired_ds__extract_year AS metric_time__extract_year + , subq_26.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_26.acquired_ds__extract_month AS metric_time__extract_month + , subq_26.acquired_ds__extract_day AS metric_time__extract_day + , subq_26.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_26.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_26.customer_id + , subq_26.customer_third_hop_id + , subq_26.customer_id__customer_third_hop_id + , subq_26.customer_third_hop_id__customer_id + , subq_26.country + , subq_26.customer_id__country + , subq_26.customer_third_hop_id__country + , subq_26.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, day) AS acquired_ds__day + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, isoweek) AS acquired_ds__week + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, month) AS acquired_ds__month + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, quarter) AS acquired_ds__quarter + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, year) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , IF(EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) = 1, 7, EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) - 1) AS acquired_ds__extract_dow + , EXTRACT(dayofyear FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, day) AS customer_id__acquired_ds__day + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, isoweek) AS customer_id__acquired_ds__week + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, month) AS customer_id__acquired_ds__month + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, quarter) AS customer_id__acquired_ds__quarter + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, year) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , IF(EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) = 1, 7, EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) - 1) AS customer_id__acquired_ds__extract_dow + , EXTRACT(dayofyear FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, day) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, isoweek) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, month) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, quarter) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, year) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , IF(EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) = 1, 7, EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) - 1) AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(dayofyear FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_26 + ) subq_27 + ) subq_28 + ON + subq_25.customer_id = subq_28.customer_id + ) subq_29 + ) subq_30 + ON + ( + subq_23.account_id = subq_30.account_id + ) AND ( + subq_23.ds_partitioned__day = subq_30.ds_partitioned__day + ) + ) subq_31 + ) subq_32 + GROUP BY + account_id__customer_id__customer_third_hop_id + ) subq_33 + ) subq_34 + ) subq_35 + ON + subq_20.customer_third_hop_id = subq_35.account_id__customer_id__customer_third_hop_id + ) subq_36 + ) subq_37 + WHERE customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count > 2 + ) subq_38 + ) subq_39 +) subq_40 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_multi_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_multi_hop__plan0_optimized.sql new file mode 100644 index 0000000000..256af26325 --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_multi_hop__plan0_optimized.sql @@ -0,0 +1,49 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['third_hop_count',] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + COUNT(DISTINCT third_hop_count) AS third_hop_count +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_58.account_id__customer_id__customer_third_hop_id__txn_count AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + FROM ***************************.third_hop_table third_hop_table_src_22000 + LEFT OUTER JOIN ( + -- Join Standard Outputs + -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_third_hop_id'] + -- Aggregate Measures + -- Compute Metrics via Expressions + -- Pass Only Elements: ['account_id__customer_id__customer_third_hop_id', 'account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_53.customer_id__customer_third_hop_id AS account_id__customer_id__customer_third_hop_id + , SUM(account_month_txns_src_22000.txn_count) AS account_id__customer_id__customer_third_hop_id__txn_count + FROM ***************************.account_month_txns account_month_txns_src_22000 + LEFT OUTER JOIN ( + -- Join Standard Outputs + -- Pass Only Elements: ['ds_partitioned__day', 'account_id', 'customer_id__customer_third_hop_id'] + SELECT + DATE_TRUNC(bridge_table_src_22000.ds_partitioned, day) AS ds_partitioned__day + , bridge_table_src_22000.account_id AS account_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + FROM ***************************.bridge_table bridge_table_src_22000 + LEFT OUTER JOIN + ***************************.customer_other_data customer_other_data_src_22000 + ON + bridge_table_src_22000.customer_id = customer_other_data_src_22000.customer_id + ) subq_53 + ON + ( + account_month_txns_src_22000.account_id = subq_53.account_id + ) AND ( + DATE_TRUNC(account_month_txns_src_22000.ds_partitioned, day) = subq_53.ds_partitioned__day + ) + GROUP BY + account_id__customer_id__customer_third_hop_id + ) subq_58 + ON + third_hop_table_src_22000.customer_third_hop_id = subq_58.account_id__customer_id__customer_third_hop_id +) subq_60 +WHERE customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count > 2 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0.sql new file mode 100644 index 0000000000..153ad50485 --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0.sql @@ -0,0 +1,257 @@ +-- Compute Metrics via Expressions +SELECT + subq_21.third_hop_count +FROM ( + -- Aggregate Measures + SELECT + COUNT(DISTINCT subq_20.third_hop_count) AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count',] + SELECT + subq_19.third_hop_count + FROM ( + -- Constrain Output with WHERE + SELECT + subq_18.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_18.third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_17.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_17.third_hop_count + FROM ( + -- Join Standard Outputs + SELECT + subq_8.customer_third_hop_id AS customer_third_hop_id + , subq_16.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_16.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_8.third_hop_count AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] + SELECT + subq_7.customer_third_hop_id + , subq_7.third_hop_count + FROM ( + -- Metric Time Dimension 'third_hop_ds' + SELECT + subq_6.third_hop_ds__day + , subq_6.third_hop_ds__week + , subq_6.third_hop_ds__month + , subq_6.third_hop_ds__quarter + , subq_6.third_hop_ds__year + , subq_6.third_hop_ds__extract_year + , subq_6.third_hop_ds__extract_quarter + , subq_6.third_hop_ds__extract_month + , subq_6.third_hop_ds__extract_day + , subq_6.third_hop_ds__extract_dow + , subq_6.third_hop_ds__extract_doy + , subq_6.customer_third_hop_id__third_hop_ds__day + , subq_6.customer_third_hop_id__third_hop_ds__week + , subq_6.customer_third_hop_id__third_hop_ds__month + , subq_6.customer_third_hop_id__third_hop_ds__quarter + , subq_6.customer_third_hop_id__third_hop_ds__year + , subq_6.customer_third_hop_id__third_hop_ds__extract_year + , subq_6.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_6.customer_third_hop_id__third_hop_ds__extract_month + , subq_6.customer_third_hop_id__third_hop_ds__extract_day + , subq_6.customer_third_hop_id__third_hop_ds__extract_dow + , subq_6.customer_third_hop_id__third_hop_ds__extract_doy + , subq_6.third_hop_ds__day AS metric_time__day + , subq_6.third_hop_ds__week AS metric_time__week + , subq_6.third_hop_ds__month AS metric_time__month + , subq_6.third_hop_ds__quarter AS metric_time__quarter + , subq_6.third_hop_ds__year AS metric_time__year + , subq_6.third_hop_ds__extract_year AS metric_time__extract_year + , subq_6.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_6.third_hop_ds__extract_month AS metric_time__extract_month + , subq_6.third_hop_ds__extract_day AS metric_time__extract_day + , subq_6.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_6.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_6.customer_third_hop_id + , subq_6.value + , subq_6.customer_third_hop_id__value + , subq_6.third_hop_count + FROM ( + -- Read Elements From Semantic Model 'third_hop_table' + SELECT + third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + , third_hop_table_src_22000.value + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, day) AS third_hop_ds__day + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, isoweek) AS third_hop_ds__week + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, month) AS third_hop_ds__month + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, quarter) AS third_hop_ds__quarter + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, year) AS third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_day + , IF(EXTRACT(dayofweek FROM third_hop_table_src_22000.third_hop_ds) = 1, 7, EXTRACT(dayofweek FROM third_hop_table_src_22000.third_hop_ds) - 1) AS third_hop_ds__extract_dow + , EXTRACT(dayofyear FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_doy + , third_hop_table_src_22000.value AS customer_third_hop_id__value + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, day) AS customer_third_hop_id__third_hop_ds__day + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, isoweek) AS customer_third_hop_id__third_hop_ds__week + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, month) AS customer_third_hop_id__third_hop_ds__month + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, quarter) AS customer_third_hop_id__third_hop_ds__quarter + , DATE_TRUNC(third_hop_table_src_22000.third_hop_ds, year) AS customer_third_hop_id__third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_day + , IF(EXTRACT(dayofweek FROM third_hop_table_src_22000.third_hop_ds) = 1, 7, EXTRACT(dayofweek FROM third_hop_table_src_22000.third_hop_ds) - 1) AS customer_third_hop_id__third_hop_ds__extract_dow + , EXTRACT(dayofyear FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy + , third_hop_table_src_22000.customer_third_hop_id + FROM ***************************.third_hop_table third_hop_table_src_22000 + ) subq_6 + ) subq_7 + ) subq_8 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_15.customer_id__customer_third_hop_id + , subq_15.customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_14.customer_id__customer_third_hop_id + , subq_14.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Aggregate Measures + SELECT + subq_13.customer_id__customer_third_hop_id + , SUM(subq_13.customers_with_other_data) AS customers_with_other_data + FROM ( + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] + SELECT + subq_12.customer_id__customer_third_hop_id + , subq_12.customers_with_other_data + FROM ( + -- Constrain Output with WHERE + SELECT + subq_11.customer_id__customer_third_hop_id + , subq_11.customer_id__country + , subq_11.customers_with_other_data + FROM ( + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] + SELECT + subq_10.customer_id__customer_third_hop_id + , subq_10.customer_id__country + , subq_10.customers_with_other_data + FROM ( + -- Metric Time Dimension 'acquired_ds' + SELECT + subq_9.acquired_ds__day + , subq_9.acquired_ds__week + , subq_9.acquired_ds__month + , subq_9.acquired_ds__quarter + , subq_9.acquired_ds__year + , subq_9.acquired_ds__extract_year + , subq_9.acquired_ds__extract_quarter + , subq_9.acquired_ds__extract_month + , subq_9.acquired_ds__extract_day + , subq_9.acquired_ds__extract_dow + , subq_9.acquired_ds__extract_doy + , subq_9.customer_id__acquired_ds__day + , subq_9.customer_id__acquired_ds__week + , subq_9.customer_id__acquired_ds__month + , subq_9.customer_id__acquired_ds__quarter + , subq_9.customer_id__acquired_ds__year + , subq_9.customer_id__acquired_ds__extract_year + , subq_9.customer_id__acquired_ds__extract_quarter + , subq_9.customer_id__acquired_ds__extract_month + , subq_9.customer_id__acquired_ds__extract_day + , subq_9.customer_id__acquired_ds__extract_dow + , subq_9.customer_id__acquired_ds__extract_doy + , subq_9.customer_third_hop_id__acquired_ds__day + , subq_9.customer_third_hop_id__acquired_ds__week + , subq_9.customer_third_hop_id__acquired_ds__month + , subq_9.customer_third_hop_id__acquired_ds__quarter + , subq_9.customer_third_hop_id__acquired_ds__year + , subq_9.customer_third_hop_id__acquired_ds__extract_year + , subq_9.customer_third_hop_id__acquired_ds__extract_quarter + , subq_9.customer_third_hop_id__acquired_ds__extract_month + , subq_9.customer_third_hop_id__acquired_ds__extract_day + , subq_9.customer_third_hop_id__acquired_ds__extract_dow + , subq_9.customer_third_hop_id__acquired_ds__extract_doy + , subq_9.acquired_ds__day AS metric_time__day + , subq_9.acquired_ds__week AS metric_time__week + , subq_9.acquired_ds__month AS metric_time__month + , subq_9.acquired_ds__quarter AS metric_time__quarter + , subq_9.acquired_ds__year AS metric_time__year + , subq_9.acquired_ds__extract_year AS metric_time__extract_year + , subq_9.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_9.acquired_ds__extract_month AS metric_time__extract_month + , subq_9.acquired_ds__extract_day AS metric_time__extract_day + , subq_9.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_9.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_9.customer_id + , subq_9.customer_third_hop_id + , subq_9.customer_id__customer_third_hop_id + , subq_9.customer_third_hop_id__customer_id + , subq_9.country + , subq_9.customer_id__country + , subq_9.customer_third_hop_id__country + , subq_9.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, day) AS acquired_ds__day + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, isoweek) AS acquired_ds__week + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, month) AS acquired_ds__month + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, quarter) AS acquired_ds__quarter + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, year) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , IF(EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) = 1, 7, EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) - 1) AS acquired_ds__extract_dow + , EXTRACT(dayofyear FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, day) AS customer_id__acquired_ds__day + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, isoweek) AS customer_id__acquired_ds__week + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, month) AS customer_id__acquired_ds__month + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, quarter) AS customer_id__acquired_ds__quarter + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, year) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , IF(EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) = 1, 7, EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) - 1) AS customer_id__acquired_ds__extract_dow + , EXTRACT(dayofyear FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, day) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, isoweek) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, month) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, quarter) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC(customer_other_data_src_22000.acquired_ds, year) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , IF(EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) = 1, 7, EXTRACT(dayofweek FROM customer_other_data_src_22000.acquired_ds) - 1) AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(dayofyear FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_9 + ) subq_10 + ) subq_11 + WHERE customer_id__country = 'paraguay' + ) subq_12 + ) subq_13 + GROUP BY + customer_id__customer_third_hop_id + ) subq_14 + ) subq_15 + ) subq_16 + ON + subq_8.customer_third_hop_id = subq_16.customer_id__customer_third_hop_id + ) subq_17 + ) subq_18 + WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 + ) subq_19 + ) subq_20 +) subq_21 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0_optimized.sql new file mode 100644 index 0000000000..2ad52ec04c --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/BigQuery/test_inner_query_single_hop__plan0_optimized.sql @@ -0,0 +1,40 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['third_hop_count',] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + COUNT(DISTINCT third_hop_count) AS third_hop_count +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_32.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + FROM ***************************.third_hop_table third_hop_table_src_22000 + LEFT OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] + -- Aggregate Measures + -- Compute Metrics via Expressions + -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + customer_id__customer_third_hop_id + , SUM(customers_with_other_data) AS customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] + SELECT + customer_third_hop_id AS customer_id__customer_third_hop_id + , country AS customer_id__country + , 1 AS customers_with_other_data + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_27 + WHERE customer_id__country = 'paraguay' + GROUP BY + customer_id__customer_third_hop_id + ) subq_32 + ON + third_hop_table_src_22000.customer_third_hop_id = subq_32.customer_id__customer_third_hop_id +) subq_34 +WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_multi_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_multi_hop__plan0.sql new file mode 100644 index 0000000000..6dc41eb37f --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_multi_hop__plan0.sql @@ -0,0 +1,694 @@ +-- Compute Metrics via Expressions +SELECT + subq_40.third_hop_count +FROM ( + -- Aggregate Measures + SELECT + COUNT(DISTINCT subq_39.third_hop_count) AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count',] + SELECT + subq_38.third_hop_count + FROM ( + -- Constrain Output with WHERE + SELECT + subq_37.customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_37.third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_36.customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_36.third_hop_count + FROM ( + -- Join Standard Outputs + SELECT + subq_20.customer_third_hop_id AS customer_third_hop_id + , subq_35.account_id__customer_id__customer_third_hop_id AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id + , subq_35.account_id__customer_id__customer_third_hop_id__txn_count AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_20.third_hop_count AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] + SELECT + subq_19.customer_third_hop_id + , subq_19.third_hop_count + FROM ( + -- Metric Time Dimension 'third_hop_ds' + SELECT + subq_18.third_hop_ds__day + , subq_18.third_hop_ds__week + , subq_18.third_hop_ds__month + , subq_18.third_hop_ds__quarter + , subq_18.third_hop_ds__year + , subq_18.third_hop_ds__extract_year + , subq_18.third_hop_ds__extract_quarter + , subq_18.third_hop_ds__extract_month + , subq_18.third_hop_ds__extract_day + , subq_18.third_hop_ds__extract_dow + , subq_18.third_hop_ds__extract_doy + , subq_18.customer_third_hop_id__third_hop_ds__day + , subq_18.customer_third_hop_id__third_hop_ds__week + , subq_18.customer_third_hop_id__third_hop_ds__month + , subq_18.customer_third_hop_id__third_hop_ds__quarter + , subq_18.customer_third_hop_id__third_hop_ds__year + , subq_18.customer_third_hop_id__third_hop_ds__extract_year + , subq_18.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_18.customer_third_hop_id__third_hop_ds__extract_month + , subq_18.customer_third_hop_id__third_hop_ds__extract_day + , subq_18.customer_third_hop_id__third_hop_ds__extract_dow + , subq_18.customer_third_hop_id__third_hop_ds__extract_doy + , subq_18.third_hop_ds__day AS metric_time__day + , subq_18.third_hop_ds__week AS metric_time__week + , subq_18.third_hop_ds__month AS metric_time__month + , subq_18.third_hop_ds__quarter AS metric_time__quarter + , subq_18.third_hop_ds__year AS metric_time__year + , subq_18.third_hop_ds__extract_year AS metric_time__extract_year + , subq_18.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_18.third_hop_ds__extract_month AS metric_time__extract_month + , subq_18.third_hop_ds__extract_day AS metric_time__extract_day + , subq_18.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_18.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_18.customer_third_hop_id + , subq_18.value + , subq_18.customer_third_hop_id__value + , subq_18.third_hop_count + FROM ( + -- Read Elements From Semantic Model 'third_hop_table' + SELECT + third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + , third_hop_table_src_22000.value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_doy + , third_hop_table_src_22000.value AS customer_third_hop_id__value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy + , third_hop_table_src_22000.customer_third_hop_id + FROM ***************************.third_hop_table third_hop_table_src_22000 + ) subq_18 + ) subq_19 + ) subq_20 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['account_id__customer_id__customer_third_hop_id', 'account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_34.account_id__customer_id__customer_third_hop_id + , subq_34.account_id__customer_id__customer_third_hop_id__txn_count + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_33.account_id__customer_id__customer_third_hop_id + , subq_33.txn_count AS account_id__customer_id__customer_third_hop_id__txn_count + FROM ( + -- Aggregate Measures + SELECT + subq_32.account_id__customer_id__customer_third_hop_id + , SUM(subq_32.txn_count) AS txn_count + FROM ( + -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_third_hop_id'] + SELECT + subq_31.account_id__customer_id__customer_third_hop_id + , subq_31.txn_count + FROM ( + -- Join Standard Outputs + SELECT + subq_23.ds_partitioned__day AS ds_partitioned__day + , subq_30.ds_partitioned__day AS account_id__ds_partitioned__day + , subq_23.account_id AS account_id + , subq_30.customer_id__customer_third_hop_id AS account_id__customer_id__customer_third_hop_id + , subq_23.txn_count AS txn_count + FROM ( + -- Pass Only Elements: ['txn_count', 'ds_partitioned__day', 'account_id'] + SELECT + subq_22.ds_partitioned__day + , subq_22.account_id + , subq_22.txn_count + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_21.ds_partitioned__day + , subq_21.ds_partitioned__week + , subq_21.ds_partitioned__month + , subq_21.ds_partitioned__quarter + , subq_21.ds_partitioned__year + , subq_21.ds_partitioned__extract_year + , subq_21.ds_partitioned__extract_quarter + , subq_21.ds_partitioned__extract_month + , subq_21.ds_partitioned__extract_day + , subq_21.ds_partitioned__extract_dow + , subq_21.ds_partitioned__extract_doy + , subq_21.ds__day + , subq_21.ds__week + , subq_21.ds__month + , subq_21.ds__quarter + , subq_21.ds__year + , subq_21.ds__extract_year + , subq_21.ds__extract_quarter + , subq_21.ds__extract_month + , subq_21.ds__extract_day + , subq_21.ds__extract_dow + , subq_21.ds__extract_doy + , subq_21.account_id__ds_partitioned__day + , subq_21.account_id__ds_partitioned__week + , subq_21.account_id__ds_partitioned__month + , subq_21.account_id__ds_partitioned__quarter + , subq_21.account_id__ds_partitioned__year + , subq_21.account_id__ds_partitioned__extract_year + , subq_21.account_id__ds_partitioned__extract_quarter + , subq_21.account_id__ds_partitioned__extract_month + , subq_21.account_id__ds_partitioned__extract_day + , subq_21.account_id__ds_partitioned__extract_dow + , subq_21.account_id__ds_partitioned__extract_doy + , subq_21.account_id__ds__day + , subq_21.account_id__ds__week + , subq_21.account_id__ds__month + , subq_21.account_id__ds__quarter + , subq_21.account_id__ds__year + , subq_21.account_id__ds__extract_year + , subq_21.account_id__ds__extract_quarter + , subq_21.account_id__ds__extract_month + , subq_21.account_id__ds__extract_day + , subq_21.account_id__ds__extract_dow + , subq_21.account_id__ds__extract_doy + , subq_21.ds__day AS metric_time__day + , subq_21.ds__week AS metric_time__week + , subq_21.ds__month AS metric_time__month + , subq_21.ds__quarter AS metric_time__quarter + , subq_21.ds__year AS metric_time__year + , subq_21.ds__extract_year AS metric_time__extract_year + , subq_21.ds__extract_quarter AS metric_time__extract_quarter + , subq_21.ds__extract_month AS metric_time__extract_month + , subq_21.ds__extract_day AS metric_time__extract_day + , subq_21.ds__extract_dow AS metric_time__extract_dow + , subq_21.ds__extract_doy AS metric_time__extract_doy + , subq_21.account_id + , subq_21.account_month + , subq_21.account_id__account_month + , subq_21.txn_count + FROM ( + -- Read Elements From Semantic Model 'account_month_txns' + SELECT + account_month_txns_src_22000.txn_count + , DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', account_month_txns_src_22000.ds) AS ds__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds) AS ds__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds) AS ds__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds) AS ds__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds) AS ds__year + , EXTRACT(year FROM account_month_txns_src_22000.ds) AS ds__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds) AS ds__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds) AS ds__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM account_month_txns_src_22000.ds) AS ds__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds) AS ds__extract_doy + , account_month_txns_src_22000.account_month + , DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__year + , EXTRACT(year FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , DATE_TRUNC('day', account_month_txns_src_22000.ds) AS account_id__ds__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds) AS account_id__ds__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds) AS account_id__ds__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds) AS account_id__ds__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds) AS account_id__ds__year + , EXTRACT(year FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_doy + , account_month_txns_src_22000.account_month AS account_id__account_month + , account_month_txns_src_22000.account_id + FROM ***************************.account_month_txns account_month_txns_src_22000 + ) subq_21 + ) subq_22 + ) subq_23 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['ds_partitioned__day', 'account_id', 'customer_id__customer_third_hop_id'] + SELECT + subq_29.ds_partitioned__day + , subq_29.account_id + , subq_29.customer_id__customer_third_hop_id + FROM ( + -- Join Standard Outputs + SELECT + subq_25.ds_partitioned__day AS ds_partitioned__day + , subq_25.ds_partitioned__week AS ds_partitioned__week + , subq_25.ds_partitioned__month AS ds_partitioned__month + , subq_25.ds_partitioned__quarter AS ds_partitioned__quarter + , subq_25.ds_partitioned__year AS ds_partitioned__year + , subq_25.ds_partitioned__extract_year AS ds_partitioned__extract_year + , subq_25.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter + , subq_25.ds_partitioned__extract_month AS ds_partitioned__extract_month + , subq_25.ds_partitioned__extract_day AS ds_partitioned__extract_day + , subq_25.ds_partitioned__extract_dow AS ds_partitioned__extract_dow + , subq_25.ds_partitioned__extract_doy AS ds_partitioned__extract_doy + , subq_25.account_id__ds_partitioned__day AS account_id__ds_partitioned__day + , subq_25.account_id__ds_partitioned__week AS account_id__ds_partitioned__week + , subq_25.account_id__ds_partitioned__month AS account_id__ds_partitioned__month + , subq_25.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter + , subq_25.account_id__ds_partitioned__year AS account_id__ds_partitioned__year + , subq_25.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year + , subq_25.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter + , subq_25.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month + , subq_25.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day + , subq_25.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow + , subq_25.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy + , subq_25.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day + , subq_25.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week + , subq_25.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month + , subq_25.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter + , subq_25.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year + , subq_25.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year + , subq_25.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter + , subq_25.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month + , subq_25.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day + , subq_25.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow + , subq_25.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy + , subq_25.metric_time__day AS metric_time__day + , subq_25.metric_time__week AS metric_time__week + , subq_25.metric_time__month AS metric_time__month + , subq_25.metric_time__quarter AS metric_time__quarter + , subq_25.metric_time__year AS metric_time__year + , subq_25.metric_time__extract_year AS metric_time__extract_year + , subq_25.metric_time__extract_quarter AS metric_time__extract_quarter + , subq_25.metric_time__extract_month AS metric_time__extract_month + , subq_25.metric_time__extract_day AS metric_time__extract_day + , subq_25.metric_time__extract_dow AS metric_time__extract_dow + , subq_25.metric_time__extract_doy AS metric_time__extract_doy + , subq_28.acquired_ds__day AS customer_id__acquired_ds__day + , subq_28.acquired_ds__week AS customer_id__acquired_ds__week + , subq_28.acquired_ds__month AS customer_id__acquired_ds__month + , subq_28.acquired_ds__quarter AS customer_id__acquired_ds__quarter + , subq_28.acquired_ds__year AS customer_id__acquired_ds__year + , subq_28.acquired_ds__extract_year AS customer_id__acquired_ds__extract_year + , subq_28.acquired_ds__extract_quarter AS customer_id__acquired_ds__extract_quarter + , subq_28.acquired_ds__extract_month AS customer_id__acquired_ds__extract_month + , subq_28.acquired_ds__extract_day AS customer_id__acquired_ds__extract_day + , subq_28.acquired_ds__extract_dow AS customer_id__acquired_ds__extract_dow + , subq_28.acquired_ds__extract_doy AS customer_id__acquired_ds__extract_doy + , subq_28.customer_third_hop_id__acquired_ds__day AS customer_id__customer_third_hop_id__acquired_ds__day + , subq_28.customer_third_hop_id__acquired_ds__week AS customer_id__customer_third_hop_id__acquired_ds__week + , subq_28.customer_third_hop_id__acquired_ds__month AS customer_id__customer_third_hop_id__acquired_ds__month + , subq_28.customer_third_hop_id__acquired_ds__quarter AS customer_id__customer_third_hop_id__acquired_ds__quarter + , subq_28.customer_third_hop_id__acquired_ds__year AS customer_id__customer_third_hop_id__acquired_ds__year + , subq_28.customer_third_hop_id__acquired_ds__extract_year AS customer_id__customer_third_hop_id__acquired_ds__extract_year + , subq_28.customer_third_hop_id__acquired_ds__extract_quarter AS customer_id__customer_third_hop_id__acquired_ds__extract_quarter + , subq_28.customer_third_hop_id__acquired_ds__extract_month AS customer_id__customer_third_hop_id__acquired_ds__extract_month + , subq_28.customer_third_hop_id__acquired_ds__extract_day AS customer_id__customer_third_hop_id__acquired_ds__extract_day + , subq_28.customer_third_hop_id__acquired_ds__extract_dow AS customer_id__customer_third_hop_id__acquired_ds__extract_dow + , subq_28.customer_third_hop_id__acquired_ds__extract_doy AS customer_id__customer_third_hop_id__acquired_ds__extract_doy + , subq_28.metric_time__day AS customer_id__metric_time__day + , subq_28.metric_time__week AS customer_id__metric_time__week + , subq_28.metric_time__month AS customer_id__metric_time__month + , subq_28.metric_time__quarter AS customer_id__metric_time__quarter + , subq_28.metric_time__year AS customer_id__metric_time__year + , subq_28.metric_time__extract_year AS customer_id__metric_time__extract_year + , subq_28.metric_time__extract_quarter AS customer_id__metric_time__extract_quarter + , subq_28.metric_time__extract_month AS customer_id__metric_time__extract_month + , subq_28.metric_time__extract_day AS customer_id__metric_time__extract_day + , subq_28.metric_time__extract_dow AS customer_id__metric_time__extract_dow + , subq_28.metric_time__extract_doy AS customer_id__metric_time__extract_doy + , subq_25.account_id AS account_id + , subq_25.customer_id AS customer_id + , subq_25.account_id__customer_id AS account_id__customer_id + , subq_25.bridge_account__account_id AS bridge_account__account_id + , subq_25.bridge_account__customer_id AS bridge_account__customer_id + , subq_28.customer_third_hop_id AS customer_id__customer_third_hop_id + , subq_28.customer_third_hop_id__customer_id AS customer_id__customer_third_hop_id__customer_id + , subq_25.extra_dim AS extra_dim + , subq_25.account_id__extra_dim AS account_id__extra_dim + , subq_25.bridge_account__extra_dim AS bridge_account__extra_dim + , subq_28.country AS customer_id__country + , subq_28.customer_third_hop_id__country AS customer_id__customer_third_hop_id__country + , subq_25.account_customer_combos AS account_customer_combos + FROM ( + -- Metric Time Dimension 'ds_partitioned' + SELECT + subq_24.ds_partitioned__day + , subq_24.ds_partitioned__week + , subq_24.ds_partitioned__month + , subq_24.ds_partitioned__quarter + , subq_24.ds_partitioned__year + , subq_24.ds_partitioned__extract_year + , subq_24.ds_partitioned__extract_quarter + , subq_24.ds_partitioned__extract_month + , subq_24.ds_partitioned__extract_day + , subq_24.ds_partitioned__extract_dow + , subq_24.ds_partitioned__extract_doy + , subq_24.account_id__ds_partitioned__day + , subq_24.account_id__ds_partitioned__week + , subq_24.account_id__ds_partitioned__month + , subq_24.account_id__ds_partitioned__quarter + , subq_24.account_id__ds_partitioned__year + , subq_24.account_id__ds_partitioned__extract_year + , subq_24.account_id__ds_partitioned__extract_quarter + , subq_24.account_id__ds_partitioned__extract_month + , subq_24.account_id__ds_partitioned__extract_day + , subq_24.account_id__ds_partitioned__extract_dow + , subq_24.account_id__ds_partitioned__extract_doy + , subq_24.bridge_account__ds_partitioned__day + , subq_24.bridge_account__ds_partitioned__week + , subq_24.bridge_account__ds_partitioned__month + , subq_24.bridge_account__ds_partitioned__quarter + , subq_24.bridge_account__ds_partitioned__year + , subq_24.bridge_account__ds_partitioned__extract_year + , subq_24.bridge_account__ds_partitioned__extract_quarter + , subq_24.bridge_account__ds_partitioned__extract_month + , subq_24.bridge_account__ds_partitioned__extract_day + , subq_24.bridge_account__ds_partitioned__extract_dow + , subq_24.bridge_account__ds_partitioned__extract_doy + , subq_24.ds_partitioned__day AS metric_time__day + , subq_24.ds_partitioned__week AS metric_time__week + , subq_24.ds_partitioned__month AS metric_time__month + , subq_24.ds_partitioned__quarter AS metric_time__quarter + , subq_24.ds_partitioned__year AS metric_time__year + , subq_24.ds_partitioned__extract_year AS metric_time__extract_year + , subq_24.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_24.ds_partitioned__extract_month AS metric_time__extract_month + , subq_24.ds_partitioned__extract_day AS metric_time__extract_day + , subq_24.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_24.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_24.account_id + , subq_24.customer_id + , subq_24.account_id__customer_id + , subq_24.bridge_account__account_id + , subq_24.bridge_account__customer_id + , subq_24.extra_dim + , subq_24.account_id__extra_dim + , subq_24.bridge_account__extra_dim + , subq_24.account_customer_combos + FROM ( + -- Read Elements From Semantic Model 'bridge_table' + SELECT + account_id || customer_id AS account_customer_combos + , bridge_table_src_22000.extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS account_id__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy + , bridge_table_src_22000.account_id + , bridge_table_src_22000.customer_id + , bridge_table_src_22000.customer_id AS account_id__customer_id + , bridge_table_src_22000.account_id AS bridge_account__account_id + , bridge_table_src_22000.customer_id AS bridge_account__customer_id + FROM ***************************.bridge_table bridge_table_src_22000 + ) subq_24 + ) subq_25 + LEFT OUTER JOIN ( + -- Pass Only Elements: [ + -- 'country', + -- 'customer_id__country', + -- 'customer_third_hop_id__country', + -- 'acquired_ds__day', + -- 'acquired_ds__week', + -- 'acquired_ds__month', + -- 'acquired_ds__quarter', + -- 'acquired_ds__year', + -- 'acquired_ds__extract_year', + -- 'acquired_ds__extract_quarter', + -- 'acquired_ds__extract_month', + -- 'acquired_ds__extract_day', + -- 'acquired_ds__extract_dow', + -- 'acquired_ds__extract_doy', + -- 'customer_id__acquired_ds__day', + -- 'customer_id__acquired_ds__week', + -- 'customer_id__acquired_ds__month', + -- 'customer_id__acquired_ds__quarter', + -- 'customer_id__acquired_ds__year', + -- 'customer_id__acquired_ds__extract_year', + -- 'customer_id__acquired_ds__extract_quarter', + -- 'customer_id__acquired_ds__extract_month', + -- 'customer_id__acquired_ds__extract_day', + -- 'customer_id__acquired_ds__extract_dow', + -- 'customer_id__acquired_ds__extract_doy', + -- 'customer_third_hop_id__acquired_ds__day', + -- 'customer_third_hop_id__acquired_ds__week', + -- 'customer_third_hop_id__acquired_ds__month', + -- 'customer_third_hop_id__acquired_ds__quarter', + -- 'customer_third_hop_id__acquired_ds__year', + -- 'customer_third_hop_id__acquired_ds__extract_year', + -- 'customer_third_hop_id__acquired_ds__extract_quarter', + -- 'customer_third_hop_id__acquired_ds__extract_month', + -- 'customer_third_hop_id__acquired_ds__extract_day', + -- 'customer_third_hop_id__acquired_ds__extract_dow', + -- 'customer_third_hop_id__acquired_ds__extract_doy', + -- 'metric_time__day', + -- 'metric_time__week', + -- 'metric_time__month', + -- 'metric_time__quarter', + -- 'metric_time__year', + -- 'metric_time__extract_year', + -- 'metric_time__extract_quarter', + -- 'metric_time__extract_month', + -- 'metric_time__extract_day', + -- 'metric_time__extract_dow', + -- 'metric_time__extract_doy', + -- 'customer_id', + -- 'customer_third_hop_id', + -- 'customer_id__customer_third_hop_id', + -- 'customer_third_hop_id__customer_id', + -- ] + SELECT + subq_27.acquired_ds__day + , subq_27.acquired_ds__week + , subq_27.acquired_ds__month + , subq_27.acquired_ds__quarter + , subq_27.acquired_ds__year + , subq_27.acquired_ds__extract_year + , subq_27.acquired_ds__extract_quarter + , subq_27.acquired_ds__extract_month + , subq_27.acquired_ds__extract_day + , subq_27.acquired_ds__extract_dow + , subq_27.acquired_ds__extract_doy + , subq_27.customer_id__acquired_ds__day + , subq_27.customer_id__acquired_ds__week + , subq_27.customer_id__acquired_ds__month + , subq_27.customer_id__acquired_ds__quarter + , subq_27.customer_id__acquired_ds__year + , subq_27.customer_id__acquired_ds__extract_year + , subq_27.customer_id__acquired_ds__extract_quarter + , subq_27.customer_id__acquired_ds__extract_month + , subq_27.customer_id__acquired_ds__extract_day + , subq_27.customer_id__acquired_ds__extract_dow + , subq_27.customer_id__acquired_ds__extract_doy + , subq_27.customer_third_hop_id__acquired_ds__day + , subq_27.customer_third_hop_id__acquired_ds__week + , subq_27.customer_third_hop_id__acquired_ds__month + , subq_27.customer_third_hop_id__acquired_ds__quarter + , subq_27.customer_third_hop_id__acquired_ds__year + , subq_27.customer_third_hop_id__acquired_ds__extract_year + , subq_27.customer_third_hop_id__acquired_ds__extract_quarter + , subq_27.customer_third_hop_id__acquired_ds__extract_month + , subq_27.customer_third_hop_id__acquired_ds__extract_day + , subq_27.customer_third_hop_id__acquired_ds__extract_dow + , subq_27.customer_third_hop_id__acquired_ds__extract_doy + , subq_27.metric_time__day + , subq_27.metric_time__week + , subq_27.metric_time__month + , subq_27.metric_time__quarter + , subq_27.metric_time__year + , subq_27.metric_time__extract_year + , subq_27.metric_time__extract_quarter + , subq_27.metric_time__extract_month + , subq_27.metric_time__extract_day + , subq_27.metric_time__extract_dow + , subq_27.metric_time__extract_doy + , subq_27.customer_id + , subq_27.customer_third_hop_id + , subq_27.customer_id__customer_third_hop_id + , subq_27.customer_third_hop_id__customer_id + , subq_27.country + , subq_27.customer_id__country + , subq_27.customer_third_hop_id__country + FROM ( + -- Metric Time Dimension 'acquired_ds' + SELECT + subq_26.acquired_ds__day + , subq_26.acquired_ds__week + , subq_26.acquired_ds__month + , subq_26.acquired_ds__quarter + , subq_26.acquired_ds__year + , subq_26.acquired_ds__extract_year + , subq_26.acquired_ds__extract_quarter + , subq_26.acquired_ds__extract_month + , subq_26.acquired_ds__extract_day + , subq_26.acquired_ds__extract_dow + , subq_26.acquired_ds__extract_doy + , subq_26.customer_id__acquired_ds__day + , subq_26.customer_id__acquired_ds__week + , subq_26.customer_id__acquired_ds__month + , subq_26.customer_id__acquired_ds__quarter + , subq_26.customer_id__acquired_ds__year + , subq_26.customer_id__acquired_ds__extract_year + , subq_26.customer_id__acquired_ds__extract_quarter + , subq_26.customer_id__acquired_ds__extract_month + , subq_26.customer_id__acquired_ds__extract_day + , subq_26.customer_id__acquired_ds__extract_dow + , subq_26.customer_id__acquired_ds__extract_doy + , subq_26.customer_third_hop_id__acquired_ds__day + , subq_26.customer_third_hop_id__acquired_ds__week + , subq_26.customer_third_hop_id__acquired_ds__month + , subq_26.customer_third_hop_id__acquired_ds__quarter + , subq_26.customer_third_hop_id__acquired_ds__year + , subq_26.customer_third_hop_id__acquired_ds__extract_year + , subq_26.customer_third_hop_id__acquired_ds__extract_quarter + , subq_26.customer_third_hop_id__acquired_ds__extract_month + , subq_26.customer_third_hop_id__acquired_ds__extract_day + , subq_26.customer_third_hop_id__acquired_ds__extract_dow + , subq_26.customer_third_hop_id__acquired_ds__extract_doy + , subq_26.acquired_ds__day AS metric_time__day + , subq_26.acquired_ds__week AS metric_time__week + , subq_26.acquired_ds__month AS metric_time__month + , subq_26.acquired_ds__quarter AS metric_time__quarter + , subq_26.acquired_ds__year AS metric_time__year + , subq_26.acquired_ds__extract_year AS metric_time__extract_year + , subq_26.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_26.acquired_ds__extract_month AS metric_time__extract_month + , subq_26.acquired_ds__extract_day AS metric_time__extract_day + , subq_26.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_26.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_26.customer_id + , subq_26.customer_third_hop_id + , subq_26.customer_id__customer_third_hop_id + , subq_26.customer_third_hop_id__customer_id + , subq_26.country + , subq_26.customer_id__country + , subq_26.customer_third_hop_id__country + , subq_26.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_26 + ) subq_27 + ) subq_28 + ON + subq_25.customer_id = subq_28.customer_id + ) subq_29 + ) subq_30 + ON + ( + subq_23.account_id = subq_30.account_id + ) AND ( + subq_23.ds_partitioned__day = subq_30.ds_partitioned__day + ) + ) subq_31 + ) subq_32 + GROUP BY + subq_32.account_id__customer_id__customer_third_hop_id + ) subq_33 + ) subq_34 + ) subq_35 + ON + subq_20.customer_third_hop_id = subq_35.account_id__customer_id__customer_third_hop_id + ) subq_36 + ) subq_37 + WHERE customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count > 2 + ) subq_38 + ) subq_39 +) subq_40 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_multi_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_multi_hop__plan0_optimized.sql new file mode 100644 index 0000000000..d195b8867f --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_multi_hop__plan0_optimized.sql @@ -0,0 +1,49 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['third_hop_count',] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + COUNT(DISTINCT third_hop_count) AS third_hop_count +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_58.account_id__customer_id__customer_third_hop_id__txn_count AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + FROM ***************************.third_hop_table third_hop_table_src_22000 + LEFT OUTER JOIN ( + -- Join Standard Outputs + -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_third_hop_id'] + -- Aggregate Measures + -- Compute Metrics via Expressions + -- Pass Only Elements: ['account_id__customer_id__customer_third_hop_id', 'account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_53.customer_id__customer_third_hop_id AS account_id__customer_id__customer_third_hop_id + , SUM(account_month_txns_src_22000.txn_count) AS account_id__customer_id__customer_third_hop_id__txn_count + FROM ***************************.account_month_txns account_month_txns_src_22000 + LEFT OUTER JOIN ( + -- Join Standard Outputs + -- Pass Only Elements: ['ds_partitioned__day', 'account_id', 'customer_id__customer_third_hop_id'] + SELECT + DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day + , bridge_table_src_22000.account_id AS account_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + FROM ***************************.bridge_table bridge_table_src_22000 + LEFT OUTER JOIN + ***************************.customer_other_data customer_other_data_src_22000 + ON + bridge_table_src_22000.customer_id = customer_other_data_src_22000.customer_id + ) subq_53 + ON + ( + account_month_txns_src_22000.account_id = subq_53.account_id + ) AND ( + DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) = subq_53.ds_partitioned__day + ) + GROUP BY + subq_53.customer_id__customer_third_hop_id + ) subq_58 + ON + third_hop_table_src_22000.customer_third_hop_id = subq_58.account_id__customer_id__customer_third_hop_id +) subq_60 +WHERE customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count > 2 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0.sql new file mode 100644 index 0000000000..41388a6d9b --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0.sql @@ -0,0 +1,257 @@ +-- Compute Metrics via Expressions +SELECT + subq_21.third_hop_count +FROM ( + -- Aggregate Measures + SELECT + COUNT(DISTINCT subq_20.third_hop_count) AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count',] + SELECT + subq_19.third_hop_count + FROM ( + -- Constrain Output with WHERE + SELECT + subq_18.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_18.third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_17.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_17.third_hop_count + FROM ( + -- Join Standard Outputs + SELECT + subq_8.customer_third_hop_id AS customer_third_hop_id + , subq_16.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_16.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_8.third_hop_count AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] + SELECT + subq_7.customer_third_hop_id + , subq_7.third_hop_count + FROM ( + -- Metric Time Dimension 'third_hop_ds' + SELECT + subq_6.third_hop_ds__day + , subq_6.third_hop_ds__week + , subq_6.third_hop_ds__month + , subq_6.third_hop_ds__quarter + , subq_6.third_hop_ds__year + , subq_6.third_hop_ds__extract_year + , subq_6.third_hop_ds__extract_quarter + , subq_6.third_hop_ds__extract_month + , subq_6.third_hop_ds__extract_day + , subq_6.third_hop_ds__extract_dow + , subq_6.third_hop_ds__extract_doy + , subq_6.customer_third_hop_id__third_hop_ds__day + , subq_6.customer_third_hop_id__third_hop_ds__week + , subq_6.customer_third_hop_id__third_hop_ds__month + , subq_6.customer_third_hop_id__third_hop_ds__quarter + , subq_6.customer_third_hop_id__third_hop_ds__year + , subq_6.customer_third_hop_id__third_hop_ds__extract_year + , subq_6.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_6.customer_third_hop_id__third_hop_ds__extract_month + , subq_6.customer_third_hop_id__third_hop_ds__extract_day + , subq_6.customer_third_hop_id__third_hop_ds__extract_dow + , subq_6.customer_third_hop_id__third_hop_ds__extract_doy + , subq_6.third_hop_ds__day AS metric_time__day + , subq_6.third_hop_ds__week AS metric_time__week + , subq_6.third_hop_ds__month AS metric_time__month + , subq_6.third_hop_ds__quarter AS metric_time__quarter + , subq_6.third_hop_ds__year AS metric_time__year + , subq_6.third_hop_ds__extract_year AS metric_time__extract_year + , subq_6.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_6.third_hop_ds__extract_month AS metric_time__extract_month + , subq_6.third_hop_ds__extract_day AS metric_time__extract_day + , subq_6.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_6.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_6.customer_third_hop_id + , subq_6.value + , subq_6.customer_third_hop_id__value + , subq_6.third_hop_count + FROM ( + -- Read Elements From Semantic Model 'third_hop_table' + SELECT + third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + , third_hop_table_src_22000.value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_doy + , third_hop_table_src_22000.value AS customer_third_hop_id__value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy + , third_hop_table_src_22000.customer_third_hop_id + FROM ***************************.third_hop_table third_hop_table_src_22000 + ) subq_6 + ) subq_7 + ) subq_8 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_15.customer_id__customer_third_hop_id + , subq_15.customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_14.customer_id__customer_third_hop_id + , subq_14.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Aggregate Measures + SELECT + subq_13.customer_id__customer_third_hop_id + , SUM(subq_13.customers_with_other_data) AS customers_with_other_data + FROM ( + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] + SELECT + subq_12.customer_id__customer_third_hop_id + , subq_12.customers_with_other_data + FROM ( + -- Constrain Output with WHERE + SELECT + subq_11.customer_id__customer_third_hop_id + , subq_11.customer_id__country + , subq_11.customers_with_other_data + FROM ( + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] + SELECT + subq_10.customer_id__customer_third_hop_id + , subq_10.customer_id__country + , subq_10.customers_with_other_data + FROM ( + -- Metric Time Dimension 'acquired_ds' + SELECT + subq_9.acquired_ds__day + , subq_9.acquired_ds__week + , subq_9.acquired_ds__month + , subq_9.acquired_ds__quarter + , subq_9.acquired_ds__year + , subq_9.acquired_ds__extract_year + , subq_9.acquired_ds__extract_quarter + , subq_9.acquired_ds__extract_month + , subq_9.acquired_ds__extract_day + , subq_9.acquired_ds__extract_dow + , subq_9.acquired_ds__extract_doy + , subq_9.customer_id__acquired_ds__day + , subq_9.customer_id__acquired_ds__week + , subq_9.customer_id__acquired_ds__month + , subq_9.customer_id__acquired_ds__quarter + , subq_9.customer_id__acquired_ds__year + , subq_9.customer_id__acquired_ds__extract_year + , subq_9.customer_id__acquired_ds__extract_quarter + , subq_9.customer_id__acquired_ds__extract_month + , subq_9.customer_id__acquired_ds__extract_day + , subq_9.customer_id__acquired_ds__extract_dow + , subq_9.customer_id__acquired_ds__extract_doy + , subq_9.customer_third_hop_id__acquired_ds__day + , subq_9.customer_third_hop_id__acquired_ds__week + , subq_9.customer_third_hop_id__acquired_ds__month + , subq_9.customer_third_hop_id__acquired_ds__quarter + , subq_9.customer_third_hop_id__acquired_ds__year + , subq_9.customer_third_hop_id__acquired_ds__extract_year + , subq_9.customer_third_hop_id__acquired_ds__extract_quarter + , subq_9.customer_third_hop_id__acquired_ds__extract_month + , subq_9.customer_third_hop_id__acquired_ds__extract_day + , subq_9.customer_third_hop_id__acquired_ds__extract_dow + , subq_9.customer_third_hop_id__acquired_ds__extract_doy + , subq_9.acquired_ds__day AS metric_time__day + , subq_9.acquired_ds__week AS metric_time__week + , subq_9.acquired_ds__month AS metric_time__month + , subq_9.acquired_ds__quarter AS metric_time__quarter + , subq_9.acquired_ds__year AS metric_time__year + , subq_9.acquired_ds__extract_year AS metric_time__extract_year + , subq_9.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_9.acquired_ds__extract_month AS metric_time__extract_month + , subq_9.acquired_ds__extract_day AS metric_time__extract_day + , subq_9.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_9.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_9.customer_id + , subq_9.customer_third_hop_id + , subq_9.customer_id__customer_third_hop_id + , subq_9.customer_third_hop_id__customer_id + , subq_9.country + , subq_9.customer_id__country + , subq_9.customer_third_hop_id__country + , subq_9.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_9 + ) subq_10 + ) subq_11 + WHERE customer_id__country = 'paraguay' + ) subq_12 + ) subq_13 + GROUP BY + subq_13.customer_id__customer_third_hop_id + ) subq_14 + ) subq_15 + ) subq_16 + ON + subq_8.customer_third_hop_id = subq_16.customer_id__customer_third_hop_id + ) subq_17 + ) subq_18 + WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 + ) subq_19 + ) subq_20 +) subq_21 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0_optimized.sql new file mode 100644 index 0000000000..2ad52ec04c --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Databricks/test_inner_query_single_hop__plan0_optimized.sql @@ -0,0 +1,40 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['third_hop_count',] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + COUNT(DISTINCT third_hop_count) AS third_hop_count +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_32.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + FROM ***************************.third_hop_table third_hop_table_src_22000 + LEFT OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] + -- Aggregate Measures + -- Compute Metrics via Expressions + -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + customer_id__customer_third_hop_id + , SUM(customers_with_other_data) AS customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] + SELECT + customer_third_hop_id AS customer_id__customer_third_hop_id + , country AS customer_id__country + , 1 AS customers_with_other_data + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_27 + WHERE customer_id__country = 'paraguay' + GROUP BY + customer_id__customer_third_hop_id + ) subq_32 + ON + third_hop_table_src_22000.customer_third_hop_id = subq_32.customer_id__customer_third_hop_id +) subq_34 +WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_multi_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_multi_hop__plan0.sql new file mode 100644 index 0000000000..7deea353a9 --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_multi_hop__plan0.sql @@ -0,0 +1,694 @@ +-- Compute Metrics via Expressions +SELECT + subq_40.third_hop_count +FROM ( + -- Aggregate Measures + SELECT + COUNT(DISTINCT subq_39.third_hop_count) AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count',] + SELECT + subq_38.third_hop_count + FROM ( + -- Constrain Output with WHERE + SELECT + subq_37.customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_37.third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_36.customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_36.third_hop_count + FROM ( + -- Join Standard Outputs + SELECT + subq_20.customer_third_hop_id AS customer_third_hop_id + , subq_35.account_id__customer_id__customer_third_hop_id AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id + , subq_35.account_id__customer_id__customer_third_hop_id__txn_count AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_20.third_hop_count AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] + SELECT + subq_19.customer_third_hop_id + , subq_19.third_hop_count + FROM ( + -- Metric Time Dimension 'third_hop_ds' + SELECT + subq_18.third_hop_ds__day + , subq_18.third_hop_ds__week + , subq_18.third_hop_ds__month + , subq_18.third_hop_ds__quarter + , subq_18.third_hop_ds__year + , subq_18.third_hop_ds__extract_year + , subq_18.third_hop_ds__extract_quarter + , subq_18.third_hop_ds__extract_month + , subq_18.third_hop_ds__extract_day + , subq_18.third_hop_ds__extract_dow + , subq_18.third_hop_ds__extract_doy + , subq_18.customer_third_hop_id__third_hop_ds__day + , subq_18.customer_third_hop_id__third_hop_ds__week + , subq_18.customer_third_hop_id__third_hop_ds__month + , subq_18.customer_third_hop_id__third_hop_ds__quarter + , subq_18.customer_third_hop_id__third_hop_ds__year + , subq_18.customer_third_hop_id__third_hop_ds__extract_year + , subq_18.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_18.customer_third_hop_id__third_hop_ds__extract_month + , subq_18.customer_third_hop_id__third_hop_ds__extract_day + , subq_18.customer_third_hop_id__third_hop_ds__extract_dow + , subq_18.customer_third_hop_id__third_hop_ds__extract_doy + , subq_18.third_hop_ds__day AS metric_time__day + , subq_18.third_hop_ds__week AS metric_time__week + , subq_18.third_hop_ds__month AS metric_time__month + , subq_18.third_hop_ds__quarter AS metric_time__quarter + , subq_18.third_hop_ds__year AS metric_time__year + , subq_18.third_hop_ds__extract_year AS metric_time__extract_year + , subq_18.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_18.third_hop_ds__extract_month AS metric_time__extract_month + , subq_18.third_hop_ds__extract_day AS metric_time__extract_day + , subq_18.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_18.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_18.customer_third_hop_id + , subq_18.value + , subq_18.customer_third_hop_id__value + , subq_18.third_hop_count + FROM ( + -- Read Elements From Semantic Model 'third_hop_table' + SELECT + third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + , third_hop_table_src_22000.value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_day + , EXTRACT(isodow FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_doy + , third_hop_table_src_22000.value AS customer_third_hop_id__value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_day + , EXTRACT(isodow FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy + , third_hop_table_src_22000.customer_third_hop_id + FROM ***************************.third_hop_table third_hop_table_src_22000 + ) subq_18 + ) subq_19 + ) subq_20 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['account_id__customer_id__customer_third_hop_id', 'account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_34.account_id__customer_id__customer_third_hop_id + , subq_34.account_id__customer_id__customer_third_hop_id__txn_count + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_33.account_id__customer_id__customer_third_hop_id + , subq_33.txn_count AS account_id__customer_id__customer_third_hop_id__txn_count + FROM ( + -- Aggregate Measures + SELECT + subq_32.account_id__customer_id__customer_third_hop_id + , SUM(subq_32.txn_count) AS txn_count + FROM ( + -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_third_hop_id'] + SELECT + subq_31.account_id__customer_id__customer_third_hop_id + , subq_31.txn_count + FROM ( + -- Join Standard Outputs + SELECT + subq_23.ds_partitioned__day AS ds_partitioned__day + , subq_30.ds_partitioned__day AS account_id__ds_partitioned__day + , subq_23.account_id AS account_id + , subq_30.customer_id__customer_third_hop_id AS account_id__customer_id__customer_third_hop_id + , subq_23.txn_count AS txn_count + FROM ( + -- Pass Only Elements: ['txn_count', 'ds_partitioned__day', 'account_id'] + SELECT + subq_22.ds_partitioned__day + , subq_22.account_id + , subq_22.txn_count + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_21.ds_partitioned__day + , subq_21.ds_partitioned__week + , subq_21.ds_partitioned__month + , subq_21.ds_partitioned__quarter + , subq_21.ds_partitioned__year + , subq_21.ds_partitioned__extract_year + , subq_21.ds_partitioned__extract_quarter + , subq_21.ds_partitioned__extract_month + , subq_21.ds_partitioned__extract_day + , subq_21.ds_partitioned__extract_dow + , subq_21.ds_partitioned__extract_doy + , subq_21.ds__day + , subq_21.ds__week + , subq_21.ds__month + , subq_21.ds__quarter + , subq_21.ds__year + , subq_21.ds__extract_year + , subq_21.ds__extract_quarter + , subq_21.ds__extract_month + , subq_21.ds__extract_day + , subq_21.ds__extract_dow + , subq_21.ds__extract_doy + , subq_21.account_id__ds_partitioned__day + , subq_21.account_id__ds_partitioned__week + , subq_21.account_id__ds_partitioned__month + , subq_21.account_id__ds_partitioned__quarter + , subq_21.account_id__ds_partitioned__year + , subq_21.account_id__ds_partitioned__extract_year + , subq_21.account_id__ds_partitioned__extract_quarter + , subq_21.account_id__ds_partitioned__extract_month + , subq_21.account_id__ds_partitioned__extract_day + , subq_21.account_id__ds_partitioned__extract_dow + , subq_21.account_id__ds_partitioned__extract_doy + , subq_21.account_id__ds__day + , subq_21.account_id__ds__week + , subq_21.account_id__ds__month + , subq_21.account_id__ds__quarter + , subq_21.account_id__ds__year + , subq_21.account_id__ds__extract_year + , subq_21.account_id__ds__extract_quarter + , subq_21.account_id__ds__extract_month + , subq_21.account_id__ds__extract_day + , subq_21.account_id__ds__extract_dow + , subq_21.account_id__ds__extract_doy + , subq_21.ds__day AS metric_time__day + , subq_21.ds__week AS metric_time__week + , subq_21.ds__month AS metric_time__month + , subq_21.ds__quarter AS metric_time__quarter + , subq_21.ds__year AS metric_time__year + , subq_21.ds__extract_year AS metric_time__extract_year + , subq_21.ds__extract_quarter AS metric_time__extract_quarter + , subq_21.ds__extract_month AS metric_time__extract_month + , subq_21.ds__extract_day AS metric_time__extract_day + , subq_21.ds__extract_dow AS metric_time__extract_dow + , subq_21.ds__extract_doy AS metric_time__extract_doy + , subq_21.account_id + , subq_21.account_month + , subq_21.account_id__account_month + , subq_21.txn_count + FROM ( + -- Read Elements From Semantic Model 'account_month_txns' + SELECT + account_month_txns_src_22000.txn_count + , DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', account_month_txns_src_22000.ds) AS ds__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds) AS ds__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds) AS ds__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds) AS ds__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds) AS ds__year + , EXTRACT(year FROM account_month_txns_src_22000.ds) AS ds__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds) AS ds__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds) AS ds__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds) AS ds__extract_day + , EXTRACT(isodow FROM account_month_txns_src_22000.ds) AS ds__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds) AS ds__extract_doy + , account_month_txns_src_22000.account_month + , DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__year + , EXTRACT(year FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , EXTRACT(isodow FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , DATE_TRUNC('day', account_month_txns_src_22000.ds) AS account_id__ds__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds) AS account_id__ds__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds) AS account_id__ds__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds) AS account_id__ds__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds) AS account_id__ds__year + , EXTRACT(year FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_day + , EXTRACT(isodow FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_doy + , account_month_txns_src_22000.account_month AS account_id__account_month + , account_month_txns_src_22000.account_id + FROM ***************************.account_month_txns account_month_txns_src_22000 + ) subq_21 + ) subq_22 + ) subq_23 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['ds_partitioned__day', 'account_id', 'customer_id__customer_third_hop_id'] + SELECT + subq_29.ds_partitioned__day + , subq_29.account_id + , subq_29.customer_id__customer_third_hop_id + FROM ( + -- Join Standard Outputs + SELECT + subq_25.ds_partitioned__day AS ds_partitioned__day + , subq_25.ds_partitioned__week AS ds_partitioned__week + , subq_25.ds_partitioned__month AS ds_partitioned__month + , subq_25.ds_partitioned__quarter AS ds_partitioned__quarter + , subq_25.ds_partitioned__year AS ds_partitioned__year + , subq_25.ds_partitioned__extract_year AS ds_partitioned__extract_year + , subq_25.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter + , subq_25.ds_partitioned__extract_month AS ds_partitioned__extract_month + , subq_25.ds_partitioned__extract_day AS ds_partitioned__extract_day + , subq_25.ds_partitioned__extract_dow AS ds_partitioned__extract_dow + , subq_25.ds_partitioned__extract_doy AS ds_partitioned__extract_doy + , subq_25.account_id__ds_partitioned__day AS account_id__ds_partitioned__day + , subq_25.account_id__ds_partitioned__week AS account_id__ds_partitioned__week + , subq_25.account_id__ds_partitioned__month AS account_id__ds_partitioned__month + , subq_25.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter + , subq_25.account_id__ds_partitioned__year AS account_id__ds_partitioned__year + , subq_25.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year + , subq_25.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter + , subq_25.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month + , subq_25.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day + , subq_25.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow + , subq_25.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy + , subq_25.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day + , subq_25.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week + , subq_25.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month + , subq_25.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter + , subq_25.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year + , subq_25.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year + , subq_25.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter + , subq_25.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month + , subq_25.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day + , subq_25.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow + , subq_25.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy + , subq_25.metric_time__day AS metric_time__day + , subq_25.metric_time__week AS metric_time__week + , subq_25.metric_time__month AS metric_time__month + , subq_25.metric_time__quarter AS metric_time__quarter + , subq_25.metric_time__year AS metric_time__year + , subq_25.metric_time__extract_year AS metric_time__extract_year + , subq_25.metric_time__extract_quarter AS metric_time__extract_quarter + , subq_25.metric_time__extract_month AS metric_time__extract_month + , subq_25.metric_time__extract_day AS metric_time__extract_day + , subq_25.metric_time__extract_dow AS metric_time__extract_dow + , subq_25.metric_time__extract_doy AS metric_time__extract_doy + , subq_28.acquired_ds__day AS customer_id__acquired_ds__day + , subq_28.acquired_ds__week AS customer_id__acquired_ds__week + , subq_28.acquired_ds__month AS customer_id__acquired_ds__month + , subq_28.acquired_ds__quarter AS customer_id__acquired_ds__quarter + , subq_28.acquired_ds__year AS customer_id__acquired_ds__year + , subq_28.acquired_ds__extract_year AS customer_id__acquired_ds__extract_year + , subq_28.acquired_ds__extract_quarter AS customer_id__acquired_ds__extract_quarter + , subq_28.acquired_ds__extract_month AS customer_id__acquired_ds__extract_month + , subq_28.acquired_ds__extract_day AS customer_id__acquired_ds__extract_day + , subq_28.acquired_ds__extract_dow AS customer_id__acquired_ds__extract_dow + , subq_28.acquired_ds__extract_doy AS customer_id__acquired_ds__extract_doy + , subq_28.customer_third_hop_id__acquired_ds__day AS customer_id__customer_third_hop_id__acquired_ds__day + , subq_28.customer_third_hop_id__acquired_ds__week AS customer_id__customer_third_hop_id__acquired_ds__week + , subq_28.customer_third_hop_id__acquired_ds__month AS customer_id__customer_third_hop_id__acquired_ds__month + , subq_28.customer_third_hop_id__acquired_ds__quarter AS customer_id__customer_third_hop_id__acquired_ds__quarter + , subq_28.customer_third_hop_id__acquired_ds__year AS customer_id__customer_third_hop_id__acquired_ds__year + , subq_28.customer_third_hop_id__acquired_ds__extract_year AS customer_id__customer_third_hop_id__acquired_ds__extract_year + , subq_28.customer_third_hop_id__acquired_ds__extract_quarter AS customer_id__customer_third_hop_id__acquired_ds__extract_quarter + , subq_28.customer_third_hop_id__acquired_ds__extract_month AS customer_id__customer_third_hop_id__acquired_ds__extract_month + , subq_28.customer_third_hop_id__acquired_ds__extract_day AS customer_id__customer_third_hop_id__acquired_ds__extract_day + , subq_28.customer_third_hop_id__acquired_ds__extract_dow AS customer_id__customer_third_hop_id__acquired_ds__extract_dow + , subq_28.customer_third_hop_id__acquired_ds__extract_doy AS customer_id__customer_third_hop_id__acquired_ds__extract_doy + , subq_28.metric_time__day AS customer_id__metric_time__day + , subq_28.metric_time__week AS customer_id__metric_time__week + , subq_28.metric_time__month AS customer_id__metric_time__month + , subq_28.metric_time__quarter AS customer_id__metric_time__quarter + , subq_28.metric_time__year AS customer_id__metric_time__year + , subq_28.metric_time__extract_year AS customer_id__metric_time__extract_year + , subq_28.metric_time__extract_quarter AS customer_id__metric_time__extract_quarter + , subq_28.metric_time__extract_month AS customer_id__metric_time__extract_month + , subq_28.metric_time__extract_day AS customer_id__metric_time__extract_day + , subq_28.metric_time__extract_dow AS customer_id__metric_time__extract_dow + , subq_28.metric_time__extract_doy AS customer_id__metric_time__extract_doy + , subq_25.account_id AS account_id + , subq_25.customer_id AS customer_id + , subq_25.account_id__customer_id AS account_id__customer_id + , subq_25.bridge_account__account_id AS bridge_account__account_id + , subq_25.bridge_account__customer_id AS bridge_account__customer_id + , subq_28.customer_third_hop_id AS customer_id__customer_third_hop_id + , subq_28.customer_third_hop_id__customer_id AS customer_id__customer_third_hop_id__customer_id + , subq_25.extra_dim AS extra_dim + , subq_25.account_id__extra_dim AS account_id__extra_dim + , subq_25.bridge_account__extra_dim AS bridge_account__extra_dim + , subq_28.country AS customer_id__country + , subq_28.customer_third_hop_id__country AS customer_id__customer_third_hop_id__country + , subq_25.account_customer_combos AS account_customer_combos + FROM ( + -- Metric Time Dimension 'ds_partitioned' + SELECT + subq_24.ds_partitioned__day + , subq_24.ds_partitioned__week + , subq_24.ds_partitioned__month + , subq_24.ds_partitioned__quarter + , subq_24.ds_partitioned__year + , subq_24.ds_partitioned__extract_year + , subq_24.ds_partitioned__extract_quarter + , subq_24.ds_partitioned__extract_month + , subq_24.ds_partitioned__extract_day + , subq_24.ds_partitioned__extract_dow + , subq_24.ds_partitioned__extract_doy + , subq_24.account_id__ds_partitioned__day + , subq_24.account_id__ds_partitioned__week + , subq_24.account_id__ds_partitioned__month + , subq_24.account_id__ds_partitioned__quarter + , subq_24.account_id__ds_partitioned__year + , subq_24.account_id__ds_partitioned__extract_year + , subq_24.account_id__ds_partitioned__extract_quarter + , subq_24.account_id__ds_partitioned__extract_month + , subq_24.account_id__ds_partitioned__extract_day + , subq_24.account_id__ds_partitioned__extract_dow + , subq_24.account_id__ds_partitioned__extract_doy + , subq_24.bridge_account__ds_partitioned__day + , subq_24.bridge_account__ds_partitioned__week + , subq_24.bridge_account__ds_partitioned__month + , subq_24.bridge_account__ds_partitioned__quarter + , subq_24.bridge_account__ds_partitioned__year + , subq_24.bridge_account__ds_partitioned__extract_year + , subq_24.bridge_account__ds_partitioned__extract_quarter + , subq_24.bridge_account__ds_partitioned__extract_month + , subq_24.bridge_account__ds_partitioned__extract_day + , subq_24.bridge_account__ds_partitioned__extract_dow + , subq_24.bridge_account__ds_partitioned__extract_doy + , subq_24.ds_partitioned__day AS metric_time__day + , subq_24.ds_partitioned__week AS metric_time__week + , subq_24.ds_partitioned__month AS metric_time__month + , subq_24.ds_partitioned__quarter AS metric_time__quarter + , subq_24.ds_partitioned__year AS metric_time__year + , subq_24.ds_partitioned__extract_year AS metric_time__extract_year + , subq_24.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_24.ds_partitioned__extract_month AS metric_time__extract_month + , subq_24.ds_partitioned__extract_day AS metric_time__extract_day + , subq_24.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_24.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_24.account_id + , subq_24.customer_id + , subq_24.account_id__customer_id + , subq_24.bridge_account__account_id + , subq_24.bridge_account__customer_id + , subq_24.extra_dim + , subq_24.account_id__extra_dim + , subq_24.bridge_account__extra_dim + , subq_24.account_customer_combos + FROM ( + -- Read Elements From Semantic Model 'bridge_table' + SELECT + account_id || customer_id AS account_customer_combos + , bridge_table_src_22000.extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS account_id__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , EXTRACT(isodow FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day + , EXTRACT(isodow FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy + , bridge_table_src_22000.account_id + , bridge_table_src_22000.customer_id + , bridge_table_src_22000.customer_id AS account_id__customer_id + , bridge_table_src_22000.account_id AS bridge_account__account_id + , bridge_table_src_22000.customer_id AS bridge_account__customer_id + FROM ***************************.bridge_table bridge_table_src_22000 + ) subq_24 + ) subq_25 + LEFT OUTER JOIN ( + -- Pass Only Elements: [ + -- 'country', + -- 'customer_id__country', + -- 'customer_third_hop_id__country', + -- 'acquired_ds__day', + -- 'acquired_ds__week', + -- 'acquired_ds__month', + -- 'acquired_ds__quarter', + -- 'acquired_ds__year', + -- 'acquired_ds__extract_year', + -- 'acquired_ds__extract_quarter', + -- 'acquired_ds__extract_month', + -- 'acquired_ds__extract_day', + -- 'acquired_ds__extract_dow', + -- 'acquired_ds__extract_doy', + -- 'customer_id__acquired_ds__day', + -- 'customer_id__acquired_ds__week', + -- 'customer_id__acquired_ds__month', + -- 'customer_id__acquired_ds__quarter', + -- 'customer_id__acquired_ds__year', + -- 'customer_id__acquired_ds__extract_year', + -- 'customer_id__acquired_ds__extract_quarter', + -- 'customer_id__acquired_ds__extract_month', + -- 'customer_id__acquired_ds__extract_day', + -- 'customer_id__acquired_ds__extract_dow', + -- 'customer_id__acquired_ds__extract_doy', + -- 'customer_third_hop_id__acquired_ds__day', + -- 'customer_third_hop_id__acquired_ds__week', + -- 'customer_third_hop_id__acquired_ds__month', + -- 'customer_third_hop_id__acquired_ds__quarter', + -- 'customer_third_hop_id__acquired_ds__year', + -- 'customer_third_hop_id__acquired_ds__extract_year', + -- 'customer_third_hop_id__acquired_ds__extract_quarter', + -- 'customer_third_hop_id__acquired_ds__extract_month', + -- 'customer_third_hop_id__acquired_ds__extract_day', + -- 'customer_third_hop_id__acquired_ds__extract_dow', + -- 'customer_third_hop_id__acquired_ds__extract_doy', + -- 'metric_time__day', + -- 'metric_time__week', + -- 'metric_time__month', + -- 'metric_time__quarter', + -- 'metric_time__year', + -- 'metric_time__extract_year', + -- 'metric_time__extract_quarter', + -- 'metric_time__extract_month', + -- 'metric_time__extract_day', + -- 'metric_time__extract_dow', + -- 'metric_time__extract_doy', + -- 'customer_id', + -- 'customer_third_hop_id', + -- 'customer_id__customer_third_hop_id', + -- 'customer_third_hop_id__customer_id', + -- ] + SELECT + subq_27.acquired_ds__day + , subq_27.acquired_ds__week + , subq_27.acquired_ds__month + , subq_27.acquired_ds__quarter + , subq_27.acquired_ds__year + , subq_27.acquired_ds__extract_year + , subq_27.acquired_ds__extract_quarter + , subq_27.acquired_ds__extract_month + , subq_27.acquired_ds__extract_day + , subq_27.acquired_ds__extract_dow + , subq_27.acquired_ds__extract_doy + , subq_27.customer_id__acquired_ds__day + , subq_27.customer_id__acquired_ds__week + , subq_27.customer_id__acquired_ds__month + , subq_27.customer_id__acquired_ds__quarter + , subq_27.customer_id__acquired_ds__year + , subq_27.customer_id__acquired_ds__extract_year + , subq_27.customer_id__acquired_ds__extract_quarter + , subq_27.customer_id__acquired_ds__extract_month + , subq_27.customer_id__acquired_ds__extract_day + , subq_27.customer_id__acquired_ds__extract_dow + , subq_27.customer_id__acquired_ds__extract_doy + , subq_27.customer_third_hop_id__acquired_ds__day + , subq_27.customer_third_hop_id__acquired_ds__week + , subq_27.customer_third_hop_id__acquired_ds__month + , subq_27.customer_third_hop_id__acquired_ds__quarter + , subq_27.customer_third_hop_id__acquired_ds__year + , subq_27.customer_third_hop_id__acquired_ds__extract_year + , subq_27.customer_third_hop_id__acquired_ds__extract_quarter + , subq_27.customer_third_hop_id__acquired_ds__extract_month + , subq_27.customer_third_hop_id__acquired_ds__extract_day + , subq_27.customer_third_hop_id__acquired_ds__extract_dow + , subq_27.customer_third_hop_id__acquired_ds__extract_doy + , subq_27.metric_time__day + , subq_27.metric_time__week + , subq_27.metric_time__month + , subq_27.metric_time__quarter + , subq_27.metric_time__year + , subq_27.metric_time__extract_year + , subq_27.metric_time__extract_quarter + , subq_27.metric_time__extract_month + , subq_27.metric_time__extract_day + , subq_27.metric_time__extract_dow + , subq_27.metric_time__extract_doy + , subq_27.customer_id + , subq_27.customer_third_hop_id + , subq_27.customer_id__customer_third_hop_id + , subq_27.customer_third_hop_id__customer_id + , subq_27.country + , subq_27.customer_id__country + , subq_27.customer_third_hop_id__country + FROM ( + -- Metric Time Dimension 'acquired_ds' + SELECT + subq_26.acquired_ds__day + , subq_26.acquired_ds__week + , subq_26.acquired_ds__month + , subq_26.acquired_ds__quarter + , subq_26.acquired_ds__year + , subq_26.acquired_ds__extract_year + , subq_26.acquired_ds__extract_quarter + , subq_26.acquired_ds__extract_month + , subq_26.acquired_ds__extract_day + , subq_26.acquired_ds__extract_dow + , subq_26.acquired_ds__extract_doy + , subq_26.customer_id__acquired_ds__day + , subq_26.customer_id__acquired_ds__week + , subq_26.customer_id__acquired_ds__month + , subq_26.customer_id__acquired_ds__quarter + , subq_26.customer_id__acquired_ds__year + , subq_26.customer_id__acquired_ds__extract_year + , subq_26.customer_id__acquired_ds__extract_quarter + , subq_26.customer_id__acquired_ds__extract_month + , subq_26.customer_id__acquired_ds__extract_day + , subq_26.customer_id__acquired_ds__extract_dow + , subq_26.customer_id__acquired_ds__extract_doy + , subq_26.customer_third_hop_id__acquired_ds__day + , subq_26.customer_third_hop_id__acquired_ds__week + , subq_26.customer_third_hop_id__acquired_ds__month + , subq_26.customer_third_hop_id__acquired_ds__quarter + , subq_26.customer_third_hop_id__acquired_ds__year + , subq_26.customer_third_hop_id__acquired_ds__extract_year + , subq_26.customer_third_hop_id__acquired_ds__extract_quarter + , subq_26.customer_third_hop_id__acquired_ds__extract_month + , subq_26.customer_third_hop_id__acquired_ds__extract_day + , subq_26.customer_third_hop_id__acquired_ds__extract_dow + , subq_26.customer_third_hop_id__acquired_ds__extract_doy + , subq_26.acquired_ds__day AS metric_time__day + , subq_26.acquired_ds__week AS metric_time__week + , subq_26.acquired_ds__month AS metric_time__month + , subq_26.acquired_ds__quarter AS metric_time__quarter + , subq_26.acquired_ds__year AS metric_time__year + , subq_26.acquired_ds__extract_year AS metric_time__extract_year + , subq_26.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_26.acquired_ds__extract_month AS metric_time__extract_month + , subq_26.acquired_ds__extract_day AS metric_time__extract_day + , subq_26.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_26.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_26.customer_id + , subq_26.customer_third_hop_id + , subq_26.customer_id__customer_third_hop_id + , subq_26.customer_third_hop_id__customer_id + , subq_26.country + , subq_26.customer_id__country + , subq_26.customer_third_hop_id__country + , subq_26.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_26 + ) subq_27 + ) subq_28 + ON + subq_25.customer_id = subq_28.customer_id + ) subq_29 + ) subq_30 + ON + ( + subq_23.account_id = subq_30.account_id + ) AND ( + subq_23.ds_partitioned__day = subq_30.ds_partitioned__day + ) + ) subq_31 + ) subq_32 + GROUP BY + subq_32.account_id__customer_id__customer_third_hop_id + ) subq_33 + ) subq_34 + ) subq_35 + ON + subq_20.customer_third_hop_id = subq_35.account_id__customer_id__customer_third_hop_id + ) subq_36 + ) subq_37 + WHERE customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count > 2 + ) subq_38 + ) subq_39 +) subq_40 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_multi_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_multi_hop__plan0_optimized.sql new file mode 100644 index 0000000000..d195b8867f --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_multi_hop__plan0_optimized.sql @@ -0,0 +1,49 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['third_hop_count',] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + COUNT(DISTINCT third_hop_count) AS third_hop_count +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_58.account_id__customer_id__customer_third_hop_id__txn_count AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + FROM ***************************.third_hop_table third_hop_table_src_22000 + LEFT OUTER JOIN ( + -- Join Standard Outputs + -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_third_hop_id'] + -- Aggregate Measures + -- Compute Metrics via Expressions + -- Pass Only Elements: ['account_id__customer_id__customer_third_hop_id', 'account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_53.customer_id__customer_third_hop_id AS account_id__customer_id__customer_third_hop_id + , SUM(account_month_txns_src_22000.txn_count) AS account_id__customer_id__customer_third_hop_id__txn_count + FROM ***************************.account_month_txns account_month_txns_src_22000 + LEFT OUTER JOIN ( + -- Join Standard Outputs + -- Pass Only Elements: ['ds_partitioned__day', 'account_id', 'customer_id__customer_third_hop_id'] + SELECT + DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day + , bridge_table_src_22000.account_id AS account_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + FROM ***************************.bridge_table bridge_table_src_22000 + LEFT OUTER JOIN + ***************************.customer_other_data customer_other_data_src_22000 + ON + bridge_table_src_22000.customer_id = customer_other_data_src_22000.customer_id + ) subq_53 + ON + ( + account_month_txns_src_22000.account_id = subq_53.account_id + ) AND ( + DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) = subq_53.ds_partitioned__day + ) + GROUP BY + subq_53.customer_id__customer_third_hop_id + ) subq_58 + ON + third_hop_table_src_22000.customer_third_hop_id = subq_58.account_id__customer_id__customer_third_hop_id +) subq_60 +WHERE customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count > 2 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0.sql new file mode 100644 index 0000000000..6a27e35c22 --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0.sql @@ -0,0 +1,257 @@ +-- Compute Metrics via Expressions +SELECT + subq_21.third_hop_count +FROM ( + -- Aggregate Measures + SELECT + COUNT(DISTINCT subq_20.third_hop_count) AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count',] + SELECT + subq_19.third_hop_count + FROM ( + -- Constrain Output with WHERE + SELECT + subq_18.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_18.third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_17.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_17.third_hop_count + FROM ( + -- Join Standard Outputs + SELECT + subq_8.customer_third_hop_id AS customer_third_hop_id + , subq_16.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_16.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_8.third_hop_count AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] + SELECT + subq_7.customer_third_hop_id + , subq_7.third_hop_count + FROM ( + -- Metric Time Dimension 'third_hop_ds' + SELECT + subq_6.third_hop_ds__day + , subq_6.third_hop_ds__week + , subq_6.third_hop_ds__month + , subq_6.third_hop_ds__quarter + , subq_6.third_hop_ds__year + , subq_6.third_hop_ds__extract_year + , subq_6.third_hop_ds__extract_quarter + , subq_6.third_hop_ds__extract_month + , subq_6.third_hop_ds__extract_day + , subq_6.third_hop_ds__extract_dow + , subq_6.third_hop_ds__extract_doy + , subq_6.customer_third_hop_id__third_hop_ds__day + , subq_6.customer_third_hop_id__third_hop_ds__week + , subq_6.customer_third_hop_id__third_hop_ds__month + , subq_6.customer_third_hop_id__third_hop_ds__quarter + , subq_6.customer_third_hop_id__third_hop_ds__year + , subq_6.customer_third_hop_id__third_hop_ds__extract_year + , subq_6.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_6.customer_third_hop_id__third_hop_ds__extract_month + , subq_6.customer_third_hop_id__third_hop_ds__extract_day + , subq_6.customer_third_hop_id__third_hop_ds__extract_dow + , subq_6.customer_third_hop_id__third_hop_ds__extract_doy + , subq_6.third_hop_ds__day AS metric_time__day + , subq_6.third_hop_ds__week AS metric_time__week + , subq_6.third_hop_ds__month AS metric_time__month + , subq_6.third_hop_ds__quarter AS metric_time__quarter + , subq_6.third_hop_ds__year AS metric_time__year + , subq_6.third_hop_ds__extract_year AS metric_time__extract_year + , subq_6.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_6.third_hop_ds__extract_month AS metric_time__extract_month + , subq_6.third_hop_ds__extract_day AS metric_time__extract_day + , subq_6.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_6.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_6.customer_third_hop_id + , subq_6.value + , subq_6.customer_third_hop_id__value + , subq_6.third_hop_count + FROM ( + -- Read Elements From Semantic Model 'third_hop_table' + SELECT + third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + , third_hop_table_src_22000.value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_day + , EXTRACT(isodow FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_doy + , third_hop_table_src_22000.value AS customer_third_hop_id__value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_day + , EXTRACT(isodow FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy + , third_hop_table_src_22000.customer_third_hop_id + FROM ***************************.third_hop_table third_hop_table_src_22000 + ) subq_6 + ) subq_7 + ) subq_8 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_15.customer_id__customer_third_hop_id + , subq_15.customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_14.customer_id__customer_third_hop_id + , subq_14.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Aggregate Measures + SELECT + subq_13.customer_id__customer_third_hop_id + , SUM(subq_13.customers_with_other_data) AS customers_with_other_data + FROM ( + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] + SELECT + subq_12.customer_id__customer_third_hop_id + , subq_12.customers_with_other_data + FROM ( + -- Constrain Output with WHERE + SELECT + subq_11.customer_id__customer_third_hop_id + , subq_11.customer_id__country + , subq_11.customers_with_other_data + FROM ( + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] + SELECT + subq_10.customer_id__customer_third_hop_id + , subq_10.customer_id__country + , subq_10.customers_with_other_data + FROM ( + -- Metric Time Dimension 'acquired_ds' + SELECT + subq_9.acquired_ds__day + , subq_9.acquired_ds__week + , subq_9.acquired_ds__month + , subq_9.acquired_ds__quarter + , subq_9.acquired_ds__year + , subq_9.acquired_ds__extract_year + , subq_9.acquired_ds__extract_quarter + , subq_9.acquired_ds__extract_month + , subq_9.acquired_ds__extract_day + , subq_9.acquired_ds__extract_dow + , subq_9.acquired_ds__extract_doy + , subq_9.customer_id__acquired_ds__day + , subq_9.customer_id__acquired_ds__week + , subq_9.customer_id__acquired_ds__month + , subq_9.customer_id__acquired_ds__quarter + , subq_9.customer_id__acquired_ds__year + , subq_9.customer_id__acquired_ds__extract_year + , subq_9.customer_id__acquired_ds__extract_quarter + , subq_9.customer_id__acquired_ds__extract_month + , subq_9.customer_id__acquired_ds__extract_day + , subq_9.customer_id__acquired_ds__extract_dow + , subq_9.customer_id__acquired_ds__extract_doy + , subq_9.customer_third_hop_id__acquired_ds__day + , subq_9.customer_third_hop_id__acquired_ds__week + , subq_9.customer_third_hop_id__acquired_ds__month + , subq_9.customer_third_hop_id__acquired_ds__quarter + , subq_9.customer_third_hop_id__acquired_ds__year + , subq_9.customer_third_hop_id__acquired_ds__extract_year + , subq_9.customer_third_hop_id__acquired_ds__extract_quarter + , subq_9.customer_third_hop_id__acquired_ds__extract_month + , subq_9.customer_third_hop_id__acquired_ds__extract_day + , subq_9.customer_third_hop_id__acquired_ds__extract_dow + , subq_9.customer_third_hop_id__acquired_ds__extract_doy + , subq_9.acquired_ds__day AS metric_time__day + , subq_9.acquired_ds__week AS metric_time__week + , subq_9.acquired_ds__month AS metric_time__month + , subq_9.acquired_ds__quarter AS metric_time__quarter + , subq_9.acquired_ds__year AS metric_time__year + , subq_9.acquired_ds__extract_year AS metric_time__extract_year + , subq_9.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_9.acquired_ds__extract_month AS metric_time__extract_month + , subq_9.acquired_ds__extract_day AS metric_time__extract_day + , subq_9.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_9.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_9.customer_id + , subq_9.customer_third_hop_id + , subq_9.customer_id__customer_third_hop_id + , subq_9.customer_third_hop_id__customer_id + , subq_9.country + , subq_9.customer_id__country + , subq_9.customer_third_hop_id__country + , subq_9.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_9 + ) subq_10 + ) subq_11 + WHERE customer_id__country = 'paraguay' + ) subq_12 + ) subq_13 + GROUP BY + subq_13.customer_id__customer_third_hop_id + ) subq_14 + ) subq_15 + ) subq_16 + ON + subq_8.customer_third_hop_id = subq_16.customer_id__customer_third_hop_id + ) subq_17 + ) subq_18 + WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 + ) subq_19 + ) subq_20 +) subq_21 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0_optimized.sql new file mode 100644 index 0000000000..2ad52ec04c --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/DuckDB/test_inner_query_single_hop__plan0_optimized.sql @@ -0,0 +1,40 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['third_hop_count',] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + COUNT(DISTINCT third_hop_count) AS third_hop_count +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_32.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + FROM ***************************.third_hop_table third_hop_table_src_22000 + LEFT OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] + -- Aggregate Measures + -- Compute Metrics via Expressions + -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + customer_id__customer_third_hop_id + , SUM(customers_with_other_data) AS customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] + SELECT + customer_third_hop_id AS customer_id__customer_third_hop_id + , country AS customer_id__country + , 1 AS customers_with_other_data + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_27 + WHERE customer_id__country = 'paraguay' + GROUP BY + customer_id__customer_third_hop_id + ) subq_32 + ON + third_hop_table_src_22000.customer_third_hop_id = subq_32.customer_id__customer_third_hop_id +) subq_34 +WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_multi_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_multi_hop__plan0.sql new file mode 100644 index 0000000000..7deea353a9 --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_multi_hop__plan0.sql @@ -0,0 +1,694 @@ +-- Compute Metrics via Expressions +SELECT + subq_40.third_hop_count +FROM ( + -- Aggregate Measures + SELECT + COUNT(DISTINCT subq_39.third_hop_count) AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count',] + SELECT + subq_38.third_hop_count + FROM ( + -- Constrain Output with WHERE + SELECT + subq_37.customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_37.third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_36.customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_36.third_hop_count + FROM ( + -- Join Standard Outputs + SELECT + subq_20.customer_third_hop_id AS customer_third_hop_id + , subq_35.account_id__customer_id__customer_third_hop_id AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id + , subq_35.account_id__customer_id__customer_third_hop_id__txn_count AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_20.third_hop_count AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] + SELECT + subq_19.customer_third_hop_id + , subq_19.third_hop_count + FROM ( + -- Metric Time Dimension 'third_hop_ds' + SELECT + subq_18.third_hop_ds__day + , subq_18.third_hop_ds__week + , subq_18.third_hop_ds__month + , subq_18.third_hop_ds__quarter + , subq_18.third_hop_ds__year + , subq_18.third_hop_ds__extract_year + , subq_18.third_hop_ds__extract_quarter + , subq_18.third_hop_ds__extract_month + , subq_18.third_hop_ds__extract_day + , subq_18.third_hop_ds__extract_dow + , subq_18.third_hop_ds__extract_doy + , subq_18.customer_third_hop_id__third_hop_ds__day + , subq_18.customer_third_hop_id__third_hop_ds__week + , subq_18.customer_third_hop_id__third_hop_ds__month + , subq_18.customer_third_hop_id__third_hop_ds__quarter + , subq_18.customer_third_hop_id__third_hop_ds__year + , subq_18.customer_third_hop_id__third_hop_ds__extract_year + , subq_18.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_18.customer_third_hop_id__third_hop_ds__extract_month + , subq_18.customer_third_hop_id__third_hop_ds__extract_day + , subq_18.customer_third_hop_id__third_hop_ds__extract_dow + , subq_18.customer_third_hop_id__third_hop_ds__extract_doy + , subq_18.third_hop_ds__day AS metric_time__day + , subq_18.third_hop_ds__week AS metric_time__week + , subq_18.third_hop_ds__month AS metric_time__month + , subq_18.third_hop_ds__quarter AS metric_time__quarter + , subq_18.third_hop_ds__year AS metric_time__year + , subq_18.third_hop_ds__extract_year AS metric_time__extract_year + , subq_18.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_18.third_hop_ds__extract_month AS metric_time__extract_month + , subq_18.third_hop_ds__extract_day AS metric_time__extract_day + , subq_18.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_18.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_18.customer_third_hop_id + , subq_18.value + , subq_18.customer_third_hop_id__value + , subq_18.third_hop_count + FROM ( + -- Read Elements From Semantic Model 'third_hop_table' + SELECT + third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + , third_hop_table_src_22000.value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_day + , EXTRACT(isodow FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_doy + , third_hop_table_src_22000.value AS customer_third_hop_id__value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_day + , EXTRACT(isodow FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy + , third_hop_table_src_22000.customer_third_hop_id + FROM ***************************.third_hop_table third_hop_table_src_22000 + ) subq_18 + ) subq_19 + ) subq_20 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['account_id__customer_id__customer_third_hop_id', 'account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_34.account_id__customer_id__customer_third_hop_id + , subq_34.account_id__customer_id__customer_third_hop_id__txn_count + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_33.account_id__customer_id__customer_third_hop_id + , subq_33.txn_count AS account_id__customer_id__customer_third_hop_id__txn_count + FROM ( + -- Aggregate Measures + SELECT + subq_32.account_id__customer_id__customer_third_hop_id + , SUM(subq_32.txn_count) AS txn_count + FROM ( + -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_third_hop_id'] + SELECT + subq_31.account_id__customer_id__customer_third_hop_id + , subq_31.txn_count + FROM ( + -- Join Standard Outputs + SELECT + subq_23.ds_partitioned__day AS ds_partitioned__day + , subq_30.ds_partitioned__day AS account_id__ds_partitioned__day + , subq_23.account_id AS account_id + , subq_30.customer_id__customer_third_hop_id AS account_id__customer_id__customer_third_hop_id + , subq_23.txn_count AS txn_count + FROM ( + -- Pass Only Elements: ['txn_count', 'ds_partitioned__day', 'account_id'] + SELECT + subq_22.ds_partitioned__day + , subq_22.account_id + , subq_22.txn_count + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_21.ds_partitioned__day + , subq_21.ds_partitioned__week + , subq_21.ds_partitioned__month + , subq_21.ds_partitioned__quarter + , subq_21.ds_partitioned__year + , subq_21.ds_partitioned__extract_year + , subq_21.ds_partitioned__extract_quarter + , subq_21.ds_partitioned__extract_month + , subq_21.ds_partitioned__extract_day + , subq_21.ds_partitioned__extract_dow + , subq_21.ds_partitioned__extract_doy + , subq_21.ds__day + , subq_21.ds__week + , subq_21.ds__month + , subq_21.ds__quarter + , subq_21.ds__year + , subq_21.ds__extract_year + , subq_21.ds__extract_quarter + , subq_21.ds__extract_month + , subq_21.ds__extract_day + , subq_21.ds__extract_dow + , subq_21.ds__extract_doy + , subq_21.account_id__ds_partitioned__day + , subq_21.account_id__ds_partitioned__week + , subq_21.account_id__ds_partitioned__month + , subq_21.account_id__ds_partitioned__quarter + , subq_21.account_id__ds_partitioned__year + , subq_21.account_id__ds_partitioned__extract_year + , subq_21.account_id__ds_partitioned__extract_quarter + , subq_21.account_id__ds_partitioned__extract_month + , subq_21.account_id__ds_partitioned__extract_day + , subq_21.account_id__ds_partitioned__extract_dow + , subq_21.account_id__ds_partitioned__extract_doy + , subq_21.account_id__ds__day + , subq_21.account_id__ds__week + , subq_21.account_id__ds__month + , subq_21.account_id__ds__quarter + , subq_21.account_id__ds__year + , subq_21.account_id__ds__extract_year + , subq_21.account_id__ds__extract_quarter + , subq_21.account_id__ds__extract_month + , subq_21.account_id__ds__extract_day + , subq_21.account_id__ds__extract_dow + , subq_21.account_id__ds__extract_doy + , subq_21.ds__day AS metric_time__day + , subq_21.ds__week AS metric_time__week + , subq_21.ds__month AS metric_time__month + , subq_21.ds__quarter AS metric_time__quarter + , subq_21.ds__year AS metric_time__year + , subq_21.ds__extract_year AS metric_time__extract_year + , subq_21.ds__extract_quarter AS metric_time__extract_quarter + , subq_21.ds__extract_month AS metric_time__extract_month + , subq_21.ds__extract_day AS metric_time__extract_day + , subq_21.ds__extract_dow AS metric_time__extract_dow + , subq_21.ds__extract_doy AS metric_time__extract_doy + , subq_21.account_id + , subq_21.account_month + , subq_21.account_id__account_month + , subq_21.txn_count + FROM ( + -- Read Elements From Semantic Model 'account_month_txns' + SELECT + account_month_txns_src_22000.txn_count + , DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', account_month_txns_src_22000.ds) AS ds__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds) AS ds__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds) AS ds__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds) AS ds__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds) AS ds__year + , EXTRACT(year FROM account_month_txns_src_22000.ds) AS ds__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds) AS ds__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds) AS ds__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds) AS ds__extract_day + , EXTRACT(isodow FROM account_month_txns_src_22000.ds) AS ds__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds) AS ds__extract_doy + , account_month_txns_src_22000.account_month + , DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__year + , EXTRACT(year FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , EXTRACT(isodow FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , DATE_TRUNC('day', account_month_txns_src_22000.ds) AS account_id__ds__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds) AS account_id__ds__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds) AS account_id__ds__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds) AS account_id__ds__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds) AS account_id__ds__year + , EXTRACT(year FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_day + , EXTRACT(isodow FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_doy + , account_month_txns_src_22000.account_month AS account_id__account_month + , account_month_txns_src_22000.account_id + FROM ***************************.account_month_txns account_month_txns_src_22000 + ) subq_21 + ) subq_22 + ) subq_23 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['ds_partitioned__day', 'account_id', 'customer_id__customer_third_hop_id'] + SELECT + subq_29.ds_partitioned__day + , subq_29.account_id + , subq_29.customer_id__customer_third_hop_id + FROM ( + -- Join Standard Outputs + SELECT + subq_25.ds_partitioned__day AS ds_partitioned__day + , subq_25.ds_partitioned__week AS ds_partitioned__week + , subq_25.ds_partitioned__month AS ds_partitioned__month + , subq_25.ds_partitioned__quarter AS ds_partitioned__quarter + , subq_25.ds_partitioned__year AS ds_partitioned__year + , subq_25.ds_partitioned__extract_year AS ds_partitioned__extract_year + , subq_25.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter + , subq_25.ds_partitioned__extract_month AS ds_partitioned__extract_month + , subq_25.ds_partitioned__extract_day AS ds_partitioned__extract_day + , subq_25.ds_partitioned__extract_dow AS ds_partitioned__extract_dow + , subq_25.ds_partitioned__extract_doy AS ds_partitioned__extract_doy + , subq_25.account_id__ds_partitioned__day AS account_id__ds_partitioned__day + , subq_25.account_id__ds_partitioned__week AS account_id__ds_partitioned__week + , subq_25.account_id__ds_partitioned__month AS account_id__ds_partitioned__month + , subq_25.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter + , subq_25.account_id__ds_partitioned__year AS account_id__ds_partitioned__year + , subq_25.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year + , subq_25.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter + , subq_25.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month + , subq_25.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day + , subq_25.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow + , subq_25.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy + , subq_25.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day + , subq_25.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week + , subq_25.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month + , subq_25.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter + , subq_25.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year + , subq_25.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year + , subq_25.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter + , subq_25.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month + , subq_25.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day + , subq_25.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow + , subq_25.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy + , subq_25.metric_time__day AS metric_time__day + , subq_25.metric_time__week AS metric_time__week + , subq_25.metric_time__month AS metric_time__month + , subq_25.metric_time__quarter AS metric_time__quarter + , subq_25.metric_time__year AS metric_time__year + , subq_25.metric_time__extract_year AS metric_time__extract_year + , subq_25.metric_time__extract_quarter AS metric_time__extract_quarter + , subq_25.metric_time__extract_month AS metric_time__extract_month + , subq_25.metric_time__extract_day AS metric_time__extract_day + , subq_25.metric_time__extract_dow AS metric_time__extract_dow + , subq_25.metric_time__extract_doy AS metric_time__extract_doy + , subq_28.acquired_ds__day AS customer_id__acquired_ds__day + , subq_28.acquired_ds__week AS customer_id__acquired_ds__week + , subq_28.acquired_ds__month AS customer_id__acquired_ds__month + , subq_28.acquired_ds__quarter AS customer_id__acquired_ds__quarter + , subq_28.acquired_ds__year AS customer_id__acquired_ds__year + , subq_28.acquired_ds__extract_year AS customer_id__acquired_ds__extract_year + , subq_28.acquired_ds__extract_quarter AS customer_id__acquired_ds__extract_quarter + , subq_28.acquired_ds__extract_month AS customer_id__acquired_ds__extract_month + , subq_28.acquired_ds__extract_day AS customer_id__acquired_ds__extract_day + , subq_28.acquired_ds__extract_dow AS customer_id__acquired_ds__extract_dow + , subq_28.acquired_ds__extract_doy AS customer_id__acquired_ds__extract_doy + , subq_28.customer_third_hop_id__acquired_ds__day AS customer_id__customer_third_hop_id__acquired_ds__day + , subq_28.customer_third_hop_id__acquired_ds__week AS customer_id__customer_third_hop_id__acquired_ds__week + , subq_28.customer_third_hop_id__acquired_ds__month AS customer_id__customer_third_hop_id__acquired_ds__month + , subq_28.customer_third_hop_id__acquired_ds__quarter AS customer_id__customer_third_hop_id__acquired_ds__quarter + , subq_28.customer_third_hop_id__acquired_ds__year AS customer_id__customer_third_hop_id__acquired_ds__year + , subq_28.customer_third_hop_id__acquired_ds__extract_year AS customer_id__customer_third_hop_id__acquired_ds__extract_year + , subq_28.customer_third_hop_id__acquired_ds__extract_quarter AS customer_id__customer_third_hop_id__acquired_ds__extract_quarter + , subq_28.customer_third_hop_id__acquired_ds__extract_month AS customer_id__customer_third_hop_id__acquired_ds__extract_month + , subq_28.customer_third_hop_id__acquired_ds__extract_day AS customer_id__customer_third_hop_id__acquired_ds__extract_day + , subq_28.customer_third_hop_id__acquired_ds__extract_dow AS customer_id__customer_third_hop_id__acquired_ds__extract_dow + , subq_28.customer_third_hop_id__acquired_ds__extract_doy AS customer_id__customer_third_hop_id__acquired_ds__extract_doy + , subq_28.metric_time__day AS customer_id__metric_time__day + , subq_28.metric_time__week AS customer_id__metric_time__week + , subq_28.metric_time__month AS customer_id__metric_time__month + , subq_28.metric_time__quarter AS customer_id__metric_time__quarter + , subq_28.metric_time__year AS customer_id__metric_time__year + , subq_28.metric_time__extract_year AS customer_id__metric_time__extract_year + , subq_28.metric_time__extract_quarter AS customer_id__metric_time__extract_quarter + , subq_28.metric_time__extract_month AS customer_id__metric_time__extract_month + , subq_28.metric_time__extract_day AS customer_id__metric_time__extract_day + , subq_28.metric_time__extract_dow AS customer_id__metric_time__extract_dow + , subq_28.metric_time__extract_doy AS customer_id__metric_time__extract_doy + , subq_25.account_id AS account_id + , subq_25.customer_id AS customer_id + , subq_25.account_id__customer_id AS account_id__customer_id + , subq_25.bridge_account__account_id AS bridge_account__account_id + , subq_25.bridge_account__customer_id AS bridge_account__customer_id + , subq_28.customer_third_hop_id AS customer_id__customer_third_hop_id + , subq_28.customer_third_hop_id__customer_id AS customer_id__customer_third_hop_id__customer_id + , subq_25.extra_dim AS extra_dim + , subq_25.account_id__extra_dim AS account_id__extra_dim + , subq_25.bridge_account__extra_dim AS bridge_account__extra_dim + , subq_28.country AS customer_id__country + , subq_28.customer_third_hop_id__country AS customer_id__customer_third_hop_id__country + , subq_25.account_customer_combos AS account_customer_combos + FROM ( + -- Metric Time Dimension 'ds_partitioned' + SELECT + subq_24.ds_partitioned__day + , subq_24.ds_partitioned__week + , subq_24.ds_partitioned__month + , subq_24.ds_partitioned__quarter + , subq_24.ds_partitioned__year + , subq_24.ds_partitioned__extract_year + , subq_24.ds_partitioned__extract_quarter + , subq_24.ds_partitioned__extract_month + , subq_24.ds_partitioned__extract_day + , subq_24.ds_partitioned__extract_dow + , subq_24.ds_partitioned__extract_doy + , subq_24.account_id__ds_partitioned__day + , subq_24.account_id__ds_partitioned__week + , subq_24.account_id__ds_partitioned__month + , subq_24.account_id__ds_partitioned__quarter + , subq_24.account_id__ds_partitioned__year + , subq_24.account_id__ds_partitioned__extract_year + , subq_24.account_id__ds_partitioned__extract_quarter + , subq_24.account_id__ds_partitioned__extract_month + , subq_24.account_id__ds_partitioned__extract_day + , subq_24.account_id__ds_partitioned__extract_dow + , subq_24.account_id__ds_partitioned__extract_doy + , subq_24.bridge_account__ds_partitioned__day + , subq_24.bridge_account__ds_partitioned__week + , subq_24.bridge_account__ds_partitioned__month + , subq_24.bridge_account__ds_partitioned__quarter + , subq_24.bridge_account__ds_partitioned__year + , subq_24.bridge_account__ds_partitioned__extract_year + , subq_24.bridge_account__ds_partitioned__extract_quarter + , subq_24.bridge_account__ds_partitioned__extract_month + , subq_24.bridge_account__ds_partitioned__extract_day + , subq_24.bridge_account__ds_partitioned__extract_dow + , subq_24.bridge_account__ds_partitioned__extract_doy + , subq_24.ds_partitioned__day AS metric_time__day + , subq_24.ds_partitioned__week AS metric_time__week + , subq_24.ds_partitioned__month AS metric_time__month + , subq_24.ds_partitioned__quarter AS metric_time__quarter + , subq_24.ds_partitioned__year AS metric_time__year + , subq_24.ds_partitioned__extract_year AS metric_time__extract_year + , subq_24.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_24.ds_partitioned__extract_month AS metric_time__extract_month + , subq_24.ds_partitioned__extract_day AS metric_time__extract_day + , subq_24.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_24.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_24.account_id + , subq_24.customer_id + , subq_24.account_id__customer_id + , subq_24.bridge_account__account_id + , subq_24.bridge_account__customer_id + , subq_24.extra_dim + , subq_24.account_id__extra_dim + , subq_24.bridge_account__extra_dim + , subq_24.account_customer_combos + FROM ( + -- Read Elements From Semantic Model 'bridge_table' + SELECT + account_id || customer_id AS account_customer_combos + , bridge_table_src_22000.extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS account_id__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , EXTRACT(isodow FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day + , EXTRACT(isodow FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy + , bridge_table_src_22000.account_id + , bridge_table_src_22000.customer_id + , bridge_table_src_22000.customer_id AS account_id__customer_id + , bridge_table_src_22000.account_id AS bridge_account__account_id + , bridge_table_src_22000.customer_id AS bridge_account__customer_id + FROM ***************************.bridge_table bridge_table_src_22000 + ) subq_24 + ) subq_25 + LEFT OUTER JOIN ( + -- Pass Only Elements: [ + -- 'country', + -- 'customer_id__country', + -- 'customer_third_hop_id__country', + -- 'acquired_ds__day', + -- 'acquired_ds__week', + -- 'acquired_ds__month', + -- 'acquired_ds__quarter', + -- 'acquired_ds__year', + -- 'acquired_ds__extract_year', + -- 'acquired_ds__extract_quarter', + -- 'acquired_ds__extract_month', + -- 'acquired_ds__extract_day', + -- 'acquired_ds__extract_dow', + -- 'acquired_ds__extract_doy', + -- 'customer_id__acquired_ds__day', + -- 'customer_id__acquired_ds__week', + -- 'customer_id__acquired_ds__month', + -- 'customer_id__acquired_ds__quarter', + -- 'customer_id__acquired_ds__year', + -- 'customer_id__acquired_ds__extract_year', + -- 'customer_id__acquired_ds__extract_quarter', + -- 'customer_id__acquired_ds__extract_month', + -- 'customer_id__acquired_ds__extract_day', + -- 'customer_id__acquired_ds__extract_dow', + -- 'customer_id__acquired_ds__extract_doy', + -- 'customer_third_hop_id__acquired_ds__day', + -- 'customer_third_hop_id__acquired_ds__week', + -- 'customer_third_hop_id__acquired_ds__month', + -- 'customer_third_hop_id__acquired_ds__quarter', + -- 'customer_third_hop_id__acquired_ds__year', + -- 'customer_third_hop_id__acquired_ds__extract_year', + -- 'customer_third_hop_id__acquired_ds__extract_quarter', + -- 'customer_third_hop_id__acquired_ds__extract_month', + -- 'customer_third_hop_id__acquired_ds__extract_day', + -- 'customer_third_hop_id__acquired_ds__extract_dow', + -- 'customer_third_hop_id__acquired_ds__extract_doy', + -- 'metric_time__day', + -- 'metric_time__week', + -- 'metric_time__month', + -- 'metric_time__quarter', + -- 'metric_time__year', + -- 'metric_time__extract_year', + -- 'metric_time__extract_quarter', + -- 'metric_time__extract_month', + -- 'metric_time__extract_day', + -- 'metric_time__extract_dow', + -- 'metric_time__extract_doy', + -- 'customer_id', + -- 'customer_third_hop_id', + -- 'customer_id__customer_third_hop_id', + -- 'customer_third_hop_id__customer_id', + -- ] + SELECT + subq_27.acquired_ds__day + , subq_27.acquired_ds__week + , subq_27.acquired_ds__month + , subq_27.acquired_ds__quarter + , subq_27.acquired_ds__year + , subq_27.acquired_ds__extract_year + , subq_27.acquired_ds__extract_quarter + , subq_27.acquired_ds__extract_month + , subq_27.acquired_ds__extract_day + , subq_27.acquired_ds__extract_dow + , subq_27.acquired_ds__extract_doy + , subq_27.customer_id__acquired_ds__day + , subq_27.customer_id__acquired_ds__week + , subq_27.customer_id__acquired_ds__month + , subq_27.customer_id__acquired_ds__quarter + , subq_27.customer_id__acquired_ds__year + , subq_27.customer_id__acquired_ds__extract_year + , subq_27.customer_id__acquired_ds__extract_quarter + , subq_27.customer_id__acquired_ds__extract_month + , subq_27.customer_id__acquired_ds__extract_day + , subq_27.customer_id__acquired_ds__extract_dow + , subq_27.customer_id__acquired_ds__extract_doy + , subq_27.customer_third_hop_id__acquired_ds__day + , subq_27.customer_third_hop_id__acquired_ds__week + , subq_27.customer_third_hop_id__acquired_ds__month + , subq_27.customer_third_hop_id__acquired_ds__quarter + , subq_27.customer_third_hop_id__acquired_ds__year + , subq_27.customer_third_hop_id__acquired_ds__extract_year + , subq_27.customer_third_hop_id__acquired_ds__extract_quarter + , subq_27.customer_third_hop_id__acquired_ds__extract_month + , subq_27.customer_third_hop_id__acquired_ds__extract_day + , subq_27.customer_third_hop_id__acquired_ds__extract_dow + , subq_27.customer_third_hop_id__acquired_ds__extract_doy + , subq_27.metric_time__day + , subq_27.metric_time__week + , subq_27.metric_time__month + , subq_27.metric_time__quarter + , subq_27.metric_time__year + , subq_27.metric_time__extract_year + , subq_27.metric_time__extract_quarter + , subq_27.metric_time__extract_month + , subq_27.metric_time__extract_day + , subq_27.metric_time__extract_dow + , subq_27.metric_time__extract_doy + , subq_27.customer_id + , subq_27.customer_third_hop_id + , subq_27.customer_id__customer_third_hop_id + , subq_27.customer_third_hop_id__customer_id + , subq_27.country + , subq_27.customer_id__country + , subq_27.customer_third_hop_id__country + FROM ( + -- Metric Time Dimension 'acquired_ds' + SELECT + subq_26.acquired_ds__day + , subq_26.acquired_ds__week + , subq_26.acquired_ds__month + , subq_26.acquired_ds__quarter + , subq_26.acquired_ds__year + , subq_26.acquired_ds__extract_year + , subq_26.acquired_ds__extract_quarter + , subq_26.acquired_ds__extract_month + , subq_26.acquired_ds__extract_day + , subq_26.acquired_ds__extract_dow + , subq_26.acquired_ds__extract_doy + , subq_26.customer_id__acquired_ds__day + , subq_26.customer_id__acquired_ds__week + , subq_26.customer_id__acquired_ds__month + , subq_26.customer_id__acquired_ds__quarter + , subq_26.customer_id__acquired_ds__year + , subq_26.customer_id__acquired_ds__extract_year + , subq_26.customer_id__acquired_ds__extract_quarter + , subq_26.customer_id__acquired_ds__extract_month + , subq_26.customer_id__acquired_ds__extract_day + , subq_26.customer_id__acquired_ds__extract_dow + , subq_26.customer_id__acquired_ds__extract_doy + , subq_26.customer_third_hop_id__acquired_ds__day + , subq_26.customer_third_hop_id__acquired_ds__week + , subq_26.customer_third_hop_id__acquired_ds__month + , subq_26.customer_third_hop_id__acquired_ds__quarter + , subq_26.customer_third_hop_id__acquired_ds__year + , subq_26.customer_third_hop_id__acquired_ds__extract_year + , subq_26.customer_third_hop_id__acquired_ds__extract_quarter + , subq_26.customer_third_hop_id__acquired_ds__extract_month + , subq_26.customer_third_hop_id__acquired_ds__extract_day + , subq_26.customer_third_hop_id__acquired_ds__extract_dow + , subq_26.customer_third_hop_id__acquired_ds__extract_doy + , subq_26.acquired_ds__day AS metric_time__day + , subq_26.acquired_ds__week AS metric_time__week + , subq_26.acquired_ds__month AS metric_time__month + , subq_26.acquired_ds__quarter AS metric_time__quarter + , subq_26.acquired_ds__year AS metric_time__year + , subq_26.acquired_ds__extract_year AS metric_time__extract_year + , subq_26.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_26.acquired_ds__extract_month AS metric_time__extract_month + , subq_26.acquired_ds__extract_day AS metric_time__extract_day + , subq_26.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_26.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_26.customer_id + , subq_26.customer_third_hop_id + , subq_26.customer_id__customer_third_hop_id + , subq_26.customer_third_hop_id__customer_id + , subq_26.country + , subq_26.customer_id__country + , subq_26.customer_third_hop_id__country + , subq_26.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_26 + ) subq_27 + ) subq_28 + ON + subq_25.customer_id = subq_28.customer_id + ) subq_29 + ) subq_30 + ON + ( + subq_23.account_id = subq_30.account_id + ) AND ( + subq_23.ds_partitioned__day = subq_30.ds_partitioned__day + ) + ) subq_31 + ) subq_32 + GROUP BY + subq_32.account_id__customer_id__customer_third_hop_id + ) subq_33 + ) subq_34 + ) subq_35 + ON + subq_20.customer_third_hop_id = subq_35.account_id__customer_id__customer_third_hop_id + ) subq_36 + ) subq_37 + WHERE customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count > 2 + ) subq_38 + ) subq_39 +) subq_40 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_multi_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_multi_hop__plan0_optimized.sql new file mode 100644 index 0000000000..d195b8867f --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_multi_hop__plan0_optimized.sql @@ -0,0 +1,49 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['third_hop_count',] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + COUNT(DISTINCT third_hop_count) AS third_hop_count +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_58.account_id__customer_id__customer_third_hop_id__txn_count AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + FROM ***************************.third_hop_table third_hop_table_src_22000 + LEFT OUTER JOIN ( + -- Join Standard Outputs + -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_third_hop_id'] + -- Aggregate Measures + -- Compute Metrics via Expressions + -- Pass Only Elements: ['account_id__customer_id__customer_third_hop_id', 'account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_53.customer_id__customer_third_hop_id AS account_id__customer_id__customer_third_hop_id + , SUM(account_month_txns_src_22000.txn_count) AS account_id__customer_id__customer_third_hop_id__txn_count + FROM ***************************.account_month_txns account_month_txns_src_22000 + LEFT OUTER JOIN ( + -- Join Standard Outputs + -- Pass Only Elements: ['ds_partitioned__day', 'account_id', 'customer_id__customer_third_hop_id'] + SELECT + DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day + , bridge_table_src_22000.account_id AS account_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + FROM ***************************.bridge_table bridge_table_src_22000 + LEFT OUTER JOIN + ***************************.customer_other_data customer_other_data_src_22000 + ON + bridge_table_src_22000.customer_id = customer_other_data_src_22000.customer_id + ) subq_53 + ON + ( + account_month_txns_src_22000.account_id = subq_53.account_id + ) AND ( + DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) = subq_53.ds_partitioned__day + ) + GROUP BY + subq_53.customer_id__customer_third_hop_id + ) subq_58 + ON + third_hop_table_src_22000.customer_third_hop_id = subq_58.account_id__customer_id__customer_third_hop_id +) subq_60 +WHERE customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count > 2 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0.sql new file mode 100644 index 0000000000..6a27e35c22 --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0.sql @@ -0,0 +1,257 @@ +-- Compute Metrics via Expressions +SELECT + subq_21.third_hop_count +FROM ( + -- Aggregate Measures + SELECT + COUNT(DISTINCT subq_20.third_hop_count) AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count',] + SELECT + subq_19.third_hop_count + FROM ( + -- Constrain Output with WHERE + SELECT + subq_18.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_18.third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_17.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_17.third_hop_count + FROM ( + -- Join Standard Outputs + SELECT + subq_8.customer_third_hop_id AS customer_third_hop_id + , subq_16.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_16.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_8.third_hop_count AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] + SELECT + subq_7.customer_third_hop_id + , subq_7.third_hop_count + FROM ( + -- Metric Time Dimension 'third_hop_ds' + SELECT + subq_6.third_hop_ds__day + , subq_6.third_hop_ds__week + , subq_6.third_hop_ds__month + , subq_6.third_hop_ds__quarter + , subq_6.third_hop_ds__year + , subq_6.third_hop_ds__extract_year + , subq_6.third_hop_ds__extract_quarter + , subq_6.third_hop_ds__extract_month + , subq_6.third_hop_ds__extract_day + , subq_6.third_hop_ds__extract_dow + , subq_6.third_hop_ds__extract_doy + , subq_6.customer_third_hop_id__third_hop_ds__day + , subq_6.customer_third_hop_id__third_hop_ds__week + , subq_6.customer_third_hop_id__third_hop_ds__month + , subq_6.customer_third_hop_id__third_hop_ds__quarter + , subq_6.customer_third_hop_id__third_hop_ds__year + , subq_6.customer_third_hop_id__third_hop_ds__extract_year + , subq_6.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_6.customer_third_hop_id__third_hop_ds__extract_month + , subq_6.customer_third_hop_id__third_hop_ds__extract_day + , subq_6.customer_third_hop_id__third_hop_ds__extract_dow + , subq_6.customer_third_hop_id__third_hop_ds__extract_doy + , subq_6.third_hop_ds__day AS metric_time__day + , subq_6.third_hop_ds__week AS metric_time__week + , subq_6.third_hop_ds__month AS metric_time__month + , subq_6.third_hop_ds__quarter AS metric_time__quarter + , subq_6.third_hop_ds__year AS metric_time__year + , subq_6.third_hop_ds__extract_year AS metric_time__extract_year + , subq_6.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_6.third_hop_ds__extract_month AS metric_time__extract_month + , subq_6.third_hop_ds__extract_day AS metric_time__extract_day + , subq_6.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_6.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_6.customer_third_hop_id + , subq_6.value + , subq_6.customer_third_hop_id__value + , subq_6.third_hop_count + FROM ( + -- Read Elements From Semantic Model 'third_hop_table' + SELECT + third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + , third_hop_table_src_22000.value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_day + , EXTRACT(isodow FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_doy + , third_hop_table_src_22000.value AS customer_third_hop_id__value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_day + , EXTRACT(isodow FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy + , third_hop_table_src_22000.customer_third_hop_id + FROM ***************************.third_hop_table third_hop_table_src_22000 + ) subq_6 + ) subq_7 + ) subq_8 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_15.customer_id__customer_third_hop_id + , subq_15.customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_14.customer_id__customer_third_hop_id + , subq_14.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Aggregate Measures + SELECT + subq_13.customer_id__customer_third_hop_id + , SUM(subq_13.customers_with_other_data) AS customers_with_other_data + FROM ( + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] + SELECT + subq_12.customer_id__customer_third_hop_id + , subq_12.customers_with_other_data + FROM ( + -- Constrain Output with WHERE + SELECT + subq_11.customer_id__customer_third_hop_id + , subq_11.customer_id__country + , subq_11.customers_with_other_data + FROM ( + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] + SELECT + subq_10.customer_id__customer_third_hop_id + , subq_10.customer_id__country + , subq_10.customers_with_other_data + FROM ( + -- Metric Time Dimension 'acquired_ds' + SELECT + subq_9.acquired_ds__day + , subq_9.acquired_ds__week + , subq_9.acquired_ds__month + , subq_9.acquired_ds__quarter + , subq_9.acquired_ds__year + , subq_9.acquired_ds__extract_year + , subq_9.acquired_ds__extract_quarter + , subq_9.acquired_ds__extract_month + , subq_9.acquired_ds__extract_day + , subq_9.acquired_ds__extract_dow + , subq_9.acquired_ds__extract_doy + , subq_9.customer_id__acquired_ds__day + , subq_9.customer_id__acquired_ds__week + , subq_9.customer_id__acquired_ds__month + , subq_9.customer_id__acquired_ds__quarter + , subq_9.customer_id__acquired_ds__year + , subq_9.customer_id__acquired_ds__extract_year + , subq_9.customer_id__acquired_ds__extract_quarter + , subq_9.customer_id__acquired_ds__extract_month + , subq_9.customer_id__acquired_ds__extract_day + , subq_9.customer_id__acquired_ds__extract_dow + , subq_9.customer_id__acquired_ds__extract_doy + , subq_9.customer_third_hop_id__acquired_ds__day + , subq_9.customer_third_hop_id__acquired_ds__week + , subq_9.customer_third_hop_id__acquired_ds__month + , subq_9.customer_third_hop_id__acquired_ds__quarter + , subq_9.customer_third_hop_id__acquired_ds__year + , subq_9.customer_third_hop_id__acquired_ds__extract_year + , subq_9.customer_third_hop_id__acquired_ds__extract_quarter + , subq_9.customer_third_hop_id__acquired_ds__extract_month + , subq_9.customer_third_hop_id__acquired_ds__extract_day + , subq_9.customer_third_hop_id__acquired_ds__extract_dow + , subq_9.customer_third_hop_id__acquired_ds__extract_doy + , subq_9.acquired_ds__day AS metric_time__day + , subq_9.acquired_ds__week AS metric_time__week + , subq_9.acquired_ds__month AS metric_time__month + , subq_9.acquired_ds__quarter AS metric_time__quarter + , subq_9.acquired_ds__year AS metric_time__year + , subq_9.acquired_ds__extract_year AS metric_time__extract_year + , subq_9.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_9.acquired_ds__extract_month AS metric_time__extract_month + , subq_9.acquired_ds__extract_day AS metric_time__extract_day + , subq_9.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_9.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_9.customer_id + , subq_9.customer_third_hop_id + , subq_9.customer_id__customer_third_hop_id + , subq_9.customer_third_hop_id__customer_id + , subq_9.country + , subq_9.customer_id__country + , subq_9.customer_third_hop_id__country + , subq_9.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , EXTRACT(isodow FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_9 + ) subq_10 + ) subq_11 + WHERE customer_id__country = 'paraguay' + ) subq_12 + ) subq_13 + GROUP BY + subq_13.customer_id__customer_third_hop_id + ) subq_14 + ) subq_15 + ) subq_16 + ON + subq_8.customer_third_hop_id = subq_16.customer_id__customer_third_hop_id + ) subq_17 + ) subq_18 + WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 + ) subq_19 + ) subq_20 +) subq_21 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0_optimized.sql new file mode 100644 index 0000000000..2ad52ec04c --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Postgres/test_inner_query_single_hop__plan0_optimized.sql @@ -0,0 +1,40 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['third_hop_count',] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + COUNT(DISTINCT third_hop_count) AS third_hop_count +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_32.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + FROM ***************************.third_hop_table third_hop_table_src_22000 + LEFT OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] + -- Aggregate Measures + -- Compute Metrics via Expressions + -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + customer_id__customer_third_hop_id + , SUM(customers_with_other_data) AS customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] + SELECT + customer_third_hop_id AS customer_id__customer_third_hop_id + , country AS customer_id__country + , 1 AS customers_with_other_data + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_27 + WHERE customer_id__country = 'paraguay' + GROUP BY + customer_id__customer_third_hop_id + ) subq_32 + ON + third_hop_table_src_22000.customer_third_hop_id = subq_32.customer_id__customer_third_hop_id +) subq_34 +WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_multi_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_multi_hop__plan0.sql new file mode 100644 index 0000000000..2bb04ef38c --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_multi_hop__plan0.sql @@ -0,0 +1,694 @@ +-- Compute Metrics via Expressions +SELECT + subq_40.third_hop_count +FROM ( + -- Aggregate Measures + SELECT + COUNT(DISTINCT subq_39.third_hop_count) AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count',] + SELECT + subq_38.third_hop_count + FROM ( + -- Constrain Output with WHERE + SELECT + subq_37.customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_37.third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_36.customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_36.third_hop_count + FROM ( + -- Join Standard Outputs + SELECT + subq_20.customer_third_hop_id AS customer_third_hop_id + , subq_35.account_id__customer_id__customer_third_hop_id AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id + , subq_35.account_id__customer_id__customer_third_hop_id__txn_count AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_20.third_hop_count AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] + SELECT + subq_19.customer_third_hop_id + , subq_19.third_hop_count + FROM ( + -- Metric Time Dimension 'third_hop_ds' + SELECT + subq_18.third_hop_ds__day + , subq_18.third_hop_ds__week + , subq_18.third_hop_ds__month + , subq_18.third_hop_ds__quarter + , subq_18.third_hop_ds__year + , subq_18.third_hop_ds__extract_year + , subq_18.third_hop_ds__extract_quarter + , subq_18.third_hop_ds__extract_month + , subq_18.third_hop_ds__extract_day + , subq_18.third_hop_ds__extract_dow + , subq_18.third_hop_ds__extract_doy + , subq_18.customer_third_hop_id__third_hop_ds__day + , subq_18.customer_third_hop_id__third_hop_ds__week + , subq_18.customer_third_hop_id__third_hop_ds__month + , subq_18.customer_third_hop_id__third_hop_ds__quarter + , subq_18.customer_third_hop_id__third_hop_ds__year + , subq_18.customer_third_hop_id__third_hop_ds__extract_year + , subq_18.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_18.customer_third_hop_id__third_hop_ds__extract_month + , subq_18.customer_third_hop_id__third_hop_ds__extract_day + , subq_18.customer_third_hop_id__third_hop_ds__extract_dow + , subq_18.customer_third_hop_id__third_hop_ds__extract_doy + , subq_18.third_hop_ds__day AS metric_time__day + , subq_18.third_hop_ds__week AS metric_time__week + , subq_18.third_hop_ds__month AS metric_time__month + , subq_18.third_hop_ds__quarter AS metric_time__quarter + , subq_18.third_hop_ds__year AS metric_time__year + , subq_18.third_hop_ds__extract_year AS metric_time__extract_year + , subq_18.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_18.third_hop_ds__extract_month AS metric_time__extract_month + , subq_18.third_hop_ds__extract_day AS metric_time__extract_day + , subq_18.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_18.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_18.customer_third_hop_id + , subq_18.value + , subq_18.customer_third_hop_id__value + , subq_18.third_hop_count + FROM ( + -- Read Elements From Semantic Model 'third_hop_table' + SELECT + third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + , third_hop_table_src_22000.value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_day + , CASE WHEN EXTRACT(dow FROM third_hop_table_src_22000.third_hop_ds) = 0 THEN EXTRACT(dow FROM third_hop_table_src_22000.third_hop_ds) + 7 ELSE EXTRACT(dow FROM third_hop_table_src_22000.third_hop_ds) END AS third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_doy + , third_hop_table_src_22000.value AS customer_third_hop_id__value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_day + , CASE WHEN EXTRACT(dow FROM third_hop_table_src_22000.third_hop_ds) = 0 THEN EXTRACT(dow FROM third_hop_table_src_22000.third_hop_ds) + 7 ELSE EXTRACT(dow FROM third_hop_table_src_22000.third_hop_ds) END AS customer_third_hop_id__third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy + , third_hop_table_src_22000.customer_third_hop_id + FROM ***************************.third_hop_table third_hop_table_src_22000 + ) subq_18 + ) subq_19 + ) subq_20 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['account_id__customer_id__customer_third_hop_id', 'account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_34.account_id__customer_id__customer_third_hop_id + , subq_34.account_id__customer_id__customer_third_hop_id__txn_count + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_33.account_id__customer_id__customer_third_hop_id + , subq_33.txn_count AS account_id__customer_id__customer_third_hop_id__txn_count + FROM ( + -- Aggregate Measures + SELECT + subq_32.account_id__customer_id__customer_third_hop_id + , SUM(subq_32.txn_count) AS txn_count + FROM ( + -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_third_hop_id'] + SELECT + subq_31.account_id__customer_id__customer_third_hop_id + , subq_31.txn_count + FROM ( + -- Join Standard Outputs + SELECT + subq_23.ds_partitioned__day AS ds_partitioned__day + , subq_30.ds_partitioned__day AS account_id__ds_partitioned__day + , subq_23.account_id AS account_id + , subq_30.customer_id__customer_third_hop_id AS account_id__customer_id__customer_third_hop_id + , subq_23.txn_count AS txn_count + FROM ( + -- Pass Only Elements: ['txn_count', 'ds_partitioned__day', 'account_id'] + SELECT + subq_22.ds_partitioned__day + , subq_22.account_id + , subq_22.txn_count + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_21.ds_partitioned__day + , subq_21.ds_partitioned__week + , subq_21.ds_partitioned__month + , subq_21.ds_partitioned__quarter + , subq_21.ds_partitioned__year + , subq_21.ds_partitioned__extract_year + , subq_21.ds_partitioned__extract_quarter + , subq_21.ds_partitioned__extract_month + , subq_21.ds_partitioned__extract_day + , subq_21.ds_partitioned__extract_dow + , subq_21.ds_partitioned__extract_doy + , subq_21.ds__day + , subq_21.ds__week + , subq_21.ds__month + , subq_21.ds__quarter + , subq_21.ds__year + , subq_21.ds__extract_year + , subq_21.ds__extract_quarter + , subq_21.ds__extract_month + , subq_21.ds__extract_day + , subq_21.ds__extract_dow + , subq_21.ds__extract_doy + , subq_21.account_id__ds_partitioned__day + , subq_21.account_id__ds_partitioned__week + , subq_21.account_id__ds_partitioned__month + , subq_21.account_id__ds_partitioned__quarter + , subq_21.account_id__ds_partitioned__year + , subq_21.account_id__ds_partitioned__extract_year + , subq_21.account_id__ds_partitioned__extract_quarter + , subq_21.account_id__ds_partitioned__extract_month + , subq_21.account_id__ds_partitioned__extract_day + , subq_21.account_id__ds_partitioned__extract_dow + , subq_21.account_id__ds_partitioned__extract_doy + , subq_21.account_id__ds__day + , subq_21.account_id__ds__week + , subq_21.account_id__ds__month + , subq_21.account_id__ds__quarter + , subq_21.account_id__ds__year + , subq_21.account_id__ds__extract_year + , subq_21.account_id__ds__extract_quarter + , subq_21.account_id__ds__extract_month + , subq_21.account_id__ds__extract_day + , subq_21.account_id__ds__extract_dow + , subq_21.account_id__ds__extract_doy + , subq_21.ds__day AS metric_time__day + , subq_21.ds__week AS metric_time__week + , subq_21.ds__month AS metric_time__month + , subq_21.ds__quarter AS metric_time__quarter + , subq_21.ds__year AS metric_time__year + , subq_21.ds__extract_year AS metric_time__extract_year + , subq_21.ds__extract_quarter AS metric_time__extract_quarter + , subq_21.ds__extract_month AS metric_time__extract_month + , subq_21.ds__extract_day AS metric_time__extract_day + , subq_21.ds__extract_dow AS metric_time__extract_dow + , subq_21.ds__extract_doy AS metric_time__extract_doy + , subq_21.account_id + , subq_21.account_month + , subq_21.account_id__account_month + , subq_21.txn_count + FROM ( + -- Read Elements From Semantic Model 'account_month_txns' + SELECT + account_month_txns_src_22000.txn_count + , DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM account_month_txns_src_22000.ds_partitioned) = 0 THEN EXTRACT(dow FROM account_month_txns_src_22000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM account_month_txns_src_22000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', account_month_txns_src_22000.ds) AS ds__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds) AS ds__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds) AS ds__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds) AS ds__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds) AS ds__year + , EXTRACT(year FROM account_month_txns_src_22000.ds) AS ds__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds) AS ds__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds) AS ds__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM account_month_txns_src_22000.ds) = 0 THEN EXTRACT(dow FROM account_month_txns_src_22000.ds) + 7 ELSE EXTRACT(dow FROM account_month_txns_src_22000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds) AS ds__extract_doy + , account_month_txns_src_22000.account_month + , DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__year + , EXTRACT(year FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM account_month_txns_src_22000.ds_partitioned) = 0 THEN EXTRACT(dow FROM account_month_txns_src_22000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM account_month_txns_src_22000.ds_partitioned) END AS account_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , DATE_TRUNC('day', account_month_txns_src_22000.ds) AS account_id__ds__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds) AS account_id__ds__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds) AS account_id__ds__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds) AS account_id__ds__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds) AS account_id__ds__year + , EXTRACT(year FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_day + , CASE WHEN EXTRACT(dow FROM account_month_txns_src_22000.ds) = 0 THEN EXTRACT(dow FROM account_month_txns_src_22000.ds) + 7 ELSE EXTRACT(dow FROM account_month_txns_src_22000.ds) END AS account_id__ds__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_doy + , account_month_txns_src_22000.account_month AS account_id__account_month + , account_month_txns_src_22000.account_id + FROM ***************************.account_month_txns account_month_txns_src_22000 + ) subq_21 + ) subq_22 + ) subq_23 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['ds_partitioned__day', 'account_id', 'customer_id__customer_third_hop_id'] + SELECT + subq_29.ds_partitioned__day + , subq_29.account_id + , subq_29.customer_id__customer_third_hop_id + FROM ( + -- Join Standard Outputs + SELECT + subq_25.ds_partitioned__day AS ds_partitioned__day + , subq_25.ds_partitioned__week AS ds_partitioned__week + , subq_25.ds_partitioned__month AS ds_partitioned__month + , subq_25.ds_partitioned__quarter AS ds_partitioned__quarter + , subq_25.ds_partitioned__year AS ds_partitioned__year + , subq_25.ds_partitioned__extract_year AS ds_partitioned__extract_year + , subq_25.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter + , subq_25.ds_partitioned__extract_month AS ds_partitioned__extract_month + , subq_25.ds_partitioned__extract_day AS ds_partitioned__extract_day + , subq_25.ds_partitioned__extract_dow AS ds_partitioned__extract_dow + , subq_25.ds_partitioned__extract_doy AS ds_partitioned__extract_doy + , subq_25.account_id__ds_partitioned__day AS account_id__ds_partitioned__day + , subq_25.account_id__ds_partitioned__week AS account_id__ds_partitioned__week + , subq_25.account_id__ds_partitioned__month AS account_id__ds_partitioned__month + , subq_25.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter + , subq_25.account_id__ds_partitioned__year AS account_id__ds_partitioned__year + , subq_25.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year + , subq_25.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter + , subq_25.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month + , subq_25.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day + , subq_25.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow + , subq_25.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy + , subq_25.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day + , subq_25.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week + , subq_25.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month + , subq_25.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter + , subq_25.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year + , subq_25.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year + , subq_25.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter + , subq_25.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month + , subq_25.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day + , subq_25.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow + , subq_25.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy + , subq_25.metric_time__day AS metric_time__day + , subq_25.metric_time__week AS metric_time__week + , subq_25.metric_time__month AS metric_time__month + , subq_25.metric_time__quarter AS metric_time__quarter + , subq_25.metric_time__year AS metric_time__year + , subq_25.metric_time__extract_year AS metric_time__extract_year + , subq_25.metric_time__extract_quarter AS metric_time__extract_quarter + , subq_25.metric_time__extract_month AS metric_time__extract_month + , subq_25.metric_time__extract_day AS metric_time__extract_day + , subq_25.metric_time__extract_dow AS metric_time__extract_dow + , subq_25.metric_time__extract_doy AS metric_time__extract_doy + , subq_28.acquired_ds__day AS customer_id__acquired_ds__day + , subq_28.acquired_ds__week AS customer_id__acquired_ds__week + , subq_28.acquired_ds__month AS customer_id__acquired_ds__month + , subq_28.acquired_ds__quarter AS customer_id__acquired_ds__quarter + , subq_28.acquired_ds__year AS customer_id__acquired_ds__year + , subq_28.acquired_ds__extract_year AS customer_id__acquired_ds__extract_year + , subq_28.acquired_ds__extract_quarter AS customer_id__acquired_ds__extract_quarter + , subq_28.acquired_ds__extract_month AS customer_id__acquired_ds__extract_month + , subq_28.acquired_ds__extract_day AS customer_id__acquired_ds__extract_day + , subq_28.acquired_ds__extract_dow AS customer_id__acquired_ds__extract_dow + , subq_28.acquired_ds__extract_doy AS customer_id__acquired_ds__extract_doy + , subq_28.customer_third_hop_id__acquired_ds__day AS customer_id__customer_third_hop_id__acquired_ds__day + , subq_28.customer_third_hop_id__acquired_ds__week AS customer_id__customer_third_hop_id__acquired_ds__week + , subq_28.customer_third_hop_id__acquired_ds__month AS customer_id__customer_third_hop_id__acquired_ds__month + , subq_28.customer_third_hop_id__acquired_ds__quarter AS customer_id__customer_third_hop_id__acquired_ds__quarter + , subq_28.customer_third_hop_id__acquired_ds__year AS customer_id__customer_third_hop_id__acquired_ds__year + , subq_28.customer_third_hop_id__acquired_ds__extract_year AS customer_id__customer_third_hop_id__acquired_ds__extract_year + , subq_28.customer_third_hop_id__acquired_ds__extract_quarter AS customer_id__customer_third_hop_id__acquired_ds__extract_quarter + , subq_28.customer_third_hop_id__acquired_ds__extract_month AS customer_id__customer_third_hop_id__acquired_ds__extract_month + , subq_28.customer_third_hop_id__acquired_ds__extract_day AS customer_id__customer_third_hop_id__acquired_ds__extract_day + , subq_28.customer_third_hop_id__acquired_ds__extract_dow AS customer_id__customer_third_hop_id__acquired_ds__extract_dow + , subq_28.customer_third_hop_id__acquired_ds__extract_doy AS customer_id__customer_third_hop_id__acquired_ds__extract_doy + , subq_28.metric_time__day AS customer_id__metric_time__day + , subq_28.metric_time__week AS customer_id__metric_time__week + , subq_28.metric_time__month AS customer_id__metric_time__month + , subq_28.metric_time__quarter AS customer_id__metric_time__quarter + , subq_28.metric_time__year AS customer_id__metric_time__year + , subq_28.metric_time__extract_year AS customer_id__metric_time__extract_year + , subq_28.metric_time__extract_quarter AS customer_id__metric_time__extract_quarter + , subq_28.metric_time__extract_month AS customer_id__metric_time__extract_month + , subq_28.metric_time__extract_day AS customer_id__metric_time__extract_day + , subq_28.metric_time__extract_dow AS customer_id__metric_time__extract_dow + , subq_28.metric_time__extract_doy AS customer_id__metric_time__extract_doy + , subq_25.account_id AS account_id + , subq_25.customer_id AS customer_id + , subq_25.account_id__customer_id AS account_id__customer_id + , subq_25.bridge_account__account_id AS bridge_account__account_id + , subq_25.bridge_account__customer_id AS bridge_account__customer_id + , subq_28.customer_third_hop_id AS customer_id__customer_third_hop_id + , subq_28.customer_third_hop_id__customer_id AS customer_id__customer_third_hop_id__customer_id + , subq_25.extra_dim AS extra_dim + , subq_25.account_id__extra_dim AS account_id__extra_dim + , subq_25.bridge_account__extra_dim AS bridge_account__extra_dim + , subq_28.country AS customer_id__country + , subq_28.customer_third_hop_id__country AS customer_id__customer_third_hop_id__country + , subq_25.account_customer_combos AS account_customer_combos + FROM ( + -- Metric Time Dimension 'ds_partitioned' + SELECT + subq_24.ds_partitioned__day + , subq_24.ds_partitioned__week + , subq_24.ds_partitioned__month + , subq_24.ds_partitioned__quarter + , subq_24.ds_partitioned__year + , subq_24.ds_partitioned__extract_year + , subq_24.ds_partitioned__extract_quarter + , subq_24.ds_partitioned__extract_month + , subq_24.ds_partitioned__extract_day + , subq_24.ds_partitioned__extract_dow + , subq_24.ds_partitioned__extract_doy + , subq_24.account_id__ds_partitioned__day + , subq_24.account_id__ds_partitioned__week + , subq_24.account_id__ds_partitioned__month + , subq_24.account_id__ds_partitioned__quarter + , subq_24.account_id__ds_partitioned__year + , subq_24.account_id__ds_partitioned__extract_year + , subq_24.account_id__ds_partitioned__extract_quarter + , subq_24.account_id__ds_partitioned__extract_month + , subq_24.account_id__ds_partitioned__extract_day + , subq_24.account_id__ds_partitioned__extract_dow + , subq_24.account_id__ds_partitioned__extract_doy + , subq_24.bridge_account__ds_partitioned__day + , subq_24.bridge_account__ds_partitioned__week + , subq_24.bridge_account__ds_partitioned__month + , subq_24.bridge_account__ds_partitioned__quarter + , subq_24.bridge_account__ds_partitioned__year + , subq_24.bridge_account__ds_partitioned__extract_year + , subq_24.bridge_account__ds_partitioned__extract_quarter + , subq_24.bridge_account__ds_partitioned__extract_month + , subq_24.bridge_account__ds_partitioned__extract_day + , subq_24.bridge_account__ds_partitioned__extract_dow + , subq_24.bridge_account__ds_partitioned__extract_doy + , subq_24.ds_partitioned__day AS metric_time__day + , subq_24.ds_partitioned__week AS metric_time__week + , subq_24.ds_partitioned__month AS metric_time__month + , subq_24.ds_partitioned__quarter AS metric_time__quarter + , subq_24.ds_partitioned__year AS metric_time__year + , subq_24.ds_partitioned__extract_year AS metric_time__extract_year + , subq_24.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_24.ds_partitioned__extract_month AS metric_time__extract_month + , subq_24.ds_partitioned__extract_day AS metric_time__extract_day + , subq_24.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_24.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_24.account_id + , subq_24.customer_id + , subq_24.account_id__customer_id + , subq_24.bridge_account__account_id + , subq_24.bridge_account__customer_id + , subq_24.extra_dim + , subq_24.account_id__extra_dim + , subq_24.bridge_account__extra_dim + , subq_24.account_customer_combos + FROM ( + -- Read Elements From Semantic Model 'bridge_table' + SELECT + account_id || customer_id AS account_customer_combos + , bridge_table_src_22000.extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS account_id__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) END AS account_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) END AS bridge_account__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy + , bridge_table_src_22000.account_id + , bridge_table_src_22000.customer_id + , bridge_table_src_22000.customer_id AS account_id__customer_id + , bridge_table_src_22000.account_id AS bridge_account__account_id + , bridge_table_src_22000.customer_id AS bridge_account__customer_id + FROM ***************************.bridge_table bridge_table_src_22000 + ) subq_24 + ) subq_25 + LEFT OUTER JOIN ( + -- Pass Only Elements: [ + -- 'country', + -- 'customer_id__country', + -- 'customer_third_hop_id__country', + -- 'acquired_ds__day', + -- 'acquired_ds__week', + -- 'acquired_ds__month', + -- 'acquired_ds__quarter', + -- 'acquired_ds__year', + -- 'acquired_ds__extract_year', + -- 'acquired_ds__extract_quarter', + -- 'acquired_ds__extract_month', + -- 'acquired_ds__extract_day', + -- 'acquired_ds__extract_dow', + -- 'acquired_ds__extract_doy', + -- 'customer_id__acquired_ds__day', + -- 'customer_id__acquired_ds__week', + -- 'customer_id__acquired_ds__month', + -- 'customer_id__acquired_ds__quarter', + -- 'customer_id__acquired_ds__year', + -- 'customer_id__acquired_ds__extract_year', + -- 'customer_id__acquired_ds__extract_quarter', + -- 'customer_id__acquired_ds__extract_month', + -- 'customer_id__acquired_ds__extract_day', + -- 'customer_id__acquired_ds__extract_dow', + -- 'customer_id__acquired_ds__extract_doy', + -- 'customer_third_hop_id__acquired_ds__day', + -- 'customer_third_hop_id__acquired_ds__week', + -- 'customer_third_hop_id__acquired_ds__month', + -- 'customer_third_hop_id__acquired_ds__quarter', + -- 'customer_third_hop_id__acquired_ds__year', + -- 'customer_third_hop_id__acquired_ds__extract_year', + -- 'customer_third_hop_id__acquired_ds__extract_quarter', + -- 'customer_third_hop_id__acquired_ds__extract_month', + -- 'customer_third_hop_id__acquired_ds__extract_day', + -- 'customer_third_hop_id__acquired_ds__extract_dow', + -- 'customer_third_hop_id__acquired_ds__extract_doy', + -- 'metric_time__day', + -- 'metric_time__week', + -- 'metric_time__month', + -- 'metric_time__quarter', + -- 'metric_time__year', + -- 'metric_time__extract_year', + -- 'metric_time__extract_quarter', + -- 'metric_time__extract_month', + -- 'metric_time__extract_day', + -- 'metric_time__extract_dow', + -- 'metric_time__extract_doy', + -- 'customer_id', + -- 'customer_third_hop_id', + -- 'customer_id__customer_third_hop_id', + -- 'customer_third_hop_id__customer_id', + -- ] + SELECT + subq_27.acquired_ds__day + , subq_27.acquired_ds__week + , subq_27.acquired_ds__month + , subq_27.acquired_ds__quarter + , subq_27.acquired_ds__year + , subq_27.acquired_ds__extract_year + , subq_27.acquired_ds__extract_quarter + , subq_27.acquired_ds__extract_month + , subq_27.acquired_ds__extract_day + , subq_27.acquired_ds__extract_dow + , subq_27.acquired_ds__extract_doy + , subq_27.customer_id__acquired_ds__day + , subq_27.customer_id__acquired_ds__week + , subq_27.customer_id__acquired_ds__month + , subq_27.customer_id__acquired_ds__quarter + , subq_27.customer_id__acquired_ds__year + , subq_27.customer_id__acquired_ds__extract_year + , subq_27.customer_id__acquired_ds__extract_quarter + , subq_27.customer_id__acquired_ds__extract_month + , subq_27.customer_id__acquired_ds__extract_day + , subq_27.customer_id__acquired_ds__extract_dow + , subq_27.customer_id__acquired_ds__extract_doy + , subq_27.customer_third_hop_id__acquired_ds__day + , subq_27.customer_third_hop_id__acquired_ds__week + , subq_27.customer_third_hop_id__acquired_ds__month + , subq_27.customer_third_hop_id__acquired_ds__quarter + , subq_27.customer_third_hop_id__acquired_ds__year + , subq_27.customer_third_hop_id__acquired_ds__extract_year + , subq_27.customer_third_hop_id__acquired_ds__extract_quarter + , subq_27.customer_third_hop_id__acquired_ds__extract_month + , subq_27.customer_third_hop_id__acquired_ds__extract_day + , subq_27.customer_third_hop_id__acquired_ds__extract_dow + , subq_27.customer_third_hop_id__acquired_ds__extract_doy + , subq_27.metric_time__day + , subq_27.metric_time__week + , subq_27.metric_time__month + , subq_27.metric_time__quarter + , subq_27.metric_time__year + , subq_27.metric_time__extract_year + , subq_27.metric_time__extract_quarter + , subq_27.metric_time__extract_month + , subq_27.metric_time__extract_day + , subq_27.metric_time__extract_dow + , subq_27.metric_time__extract_doy + , subq_27.customer_id + , subq_27.customer_third_hop_id + , subq_27.customer_id__customer_third_hop_id + , subq_27.customer_third_hop_id__customer_id + , subq_27.country + , subq_27.customer_id__country + , subq_27.customer_third_hop_id__country + FROM ( + -- Metric Time Dimension 'acquired_ds' + SELECT + subq_26.acquired_ds__day + , subq_26.acquired_ds__week + , subq_26.acquired_ds__month + , subq_26.acquired_ds__quarter + , subq_26.acquired_ds__year + , subq_26.acquired_ds__extract_year + , subq_26.acquired_ds__extract_quarter + , subq_26.acquired_ds__extract_month + , subq_26.acquired_ds__extract_day + , subq_26.acquired_ds__extract_dow + , subq_26.acquired_ds__extract_doy + , subq_26.customer_id__acquired_ds__day + , subq_26.customer_id__acquired_ds__week + , subq_26.customer_id__acquired_ds__month + , subq_26.customer_id__acquired_ds__quarter + , subq_26.customer_id__acquired_ds__year + , subq_26.customer_id__acquired_ds__extract_year + , subq_26.customer_id__acquired_ds__extract_quarter + , subq_26.customer_id__acquired_ds__extract_month + , subq_26.customer_id__acquired_ds__extract_day + , subq_26.customer_id__acquired_ds__extract_dow + , subq_26.customer_id__acquired_ds__extract_doy + , subq_26.customer_third_hop_id__acquired_ds__day + , subq_26.customer_third_hop_id__acquired_ds__week + , subq_26.customer_third_hop_id__acquired_ds__month + , subq_26.customer_third_hop_id__acquired_ds__quarter + , subq_26.customer_third_hop_id__acquired_ds__year + , subq_26.customer_third_hop_id__acquired_ds__extract_year + , subq_26.customer_third_hop_id__acquired_ds__extract_quarter + , subq_26.customer_third_hop_id__acquired_ds__extract_month + , subq_26.customer_third_hop_id__acquired_ds__extract_day + , subq_26.customer_third_hop_id__acquired_ds__extract_dow + , subq_26.customer_third_hop_id__acquired_ds__extract_doy + , subq_26.acquired_ds__day AS metric_time__day + , subq_26.acquired_ds__week AS metric_time__week + , subq_26.acquired_ds__month AS metric_time__month + , subq_26.acquired_ds__quarter AS metric_time__quarter + , subq_26.acquired_ds__year AS metric_time__year + , subq_26.acquired_ds__extract_year AS metric_time__extract_year + , subq_26.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_26.acquired_ds__extract_month AS metric_time__extract_month + , subq_26.acquired_ds__extract_day AS metric_time__extract_day + , subq_26.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_26.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_26.customer_id + , subq_26.customer_third_hop_id + , subq_26.customer_id__customer_third_hop_id + , subq_26.customer_third_hop_id__customer_id + , subq_26.country + , subq_26.customer_id__country + , subq_26.customer_third_hop_id__country + , subq_26.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , CASE WHEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) = 0 THEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) + 7 ELSE EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) END AS acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , CASE WHEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) = 0 THEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) + 7 ELSE EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) END AS customer_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , CASE WHEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) = 0 THEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) + 7 ELSE EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) END AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_26 + ) subq_27 + ) subq_28 + ON + subq_25.customer_id = subq_28.customer_id + ) subq_29 + ) subq_30 + ON + ( + subq_23.account_id = subq_30.account_id + ) AND ( + subq_23.ds_partitioned__day = subq_30.ds_partitioned__day + ) + ) subq_31 + ) subq_32 + GROUP BY + subq_32.account_id__customer_id__customer_third_hop_id + ) subq_33 + ) subq_34 + ) subq_35 + ON + subq_20.customer_third_hop_id = subq_35.account_id__customer_id__customer_third_hop_id + ) subq_36 + ) subq_37 + WHERE customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count > 2 + ) subq_38 + ) subq_39 +) subq_40 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_multi_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_multi_hop__plan0_optimized.sql new file mode 100644 index 0000000000..d195b8867f --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_multi_hop__plan0_optimized.sql @@ -0,0 +1,49 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['third_hop_count',] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + COUNT(DISTINCT third_hop_count) AS third_hop_count +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_58.account_id__customer_id__customer_third_hop_id__txn_count AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + FROM ***************************.third_hop_table third_hop_table_src_22000 + LEFT OUTER JOIN ( + -- Join Standard Outputs + -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_third_hop_id'] + -- Aggregate Measures + -- Compute Metrics via Expressions + -- Pass Only Elements: ['account_id__customer_id__customer_third_hop_id', 'account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_53.customer_id__customer_third_hop_id AS account_id__customer_id__customer_third_hop_id + , SUM(account_month_txns_src_22000.txn_count) AS account_id__customer_id__customer_third_hop_id__txn_count + FROM ***************************.account_month_txns account_month_txns_src_22000 + LEFT OUTER JOIN ( + -- Join Standard Outputs + -- Pass Only Elements: ['ds_partitioned__day', 'account_id', 'customer_id__customer_third_hop_id'] + SELECT + DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day + , bridge_table_src_22000.account_id AS account_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + FROM ***************************.bridge_table bridge_table_src_22000 + LEFT OUTER JOIN + ***************************.customer_other_data customer_other_data_src_22000 + ON + bridge_table_src_22000.customer_id = customer_other_data_src_22000.customer_id + ) subq_53 + ON + ( + account_month_txns_src_22000.account_id = subq_53.account_id + ) AND ( + DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) = subq_53.ds_partitioned__day + ) + GROUP BY + subq_53.customer_id__customer_third_hop_id + ) subq_58 + ON + third_hop_table_src_22000.customer_third_hop_id = subq_58.account_id__customer_id__customer_third_hop_id +) subq_60 +WHERE customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count > 2 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0.sql new file mode 100644 index 0000000000..f881118554 --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0.sql @@ -0,0 +1,257 @@ +-- Compute Metrics via Expressions +SELECT + subq_21.third_hop_count +FROM ( + -- Aggregate Measures + SELECT + COUNT(DISTINCT subq_20.third_hop_count) AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count',] + SELECT + subq_19.third_hop_count + FROM ( + -- Constrain Output with WHERE + SELECT + subq_18.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_18.third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_17.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_17.third_hop_count + FROM ( + -- Join Standard Outputs + SELECT + subq_8.customer_third_hop_id AS customer_third_hop_id + , subq_16.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_16.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_8.third_hop_count AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] + SELECT + subq_7.customer_third_hop_id + , subq_7.third_hop_count + FROM ( + -- Metric Time Dimension 'third_hop_ds' + SELECT + subq_6.third_hop_ds__day + , subq_6.third_hop_ds__week + , subq_6.third_hop_ds__month + , subq_6.third_hop_ds__quarter + , subq_6.third_hop_ds__year + , subq_6.third_hop_ds__extract_year + , subq_6.third_hop_ds__extract_quarter + , subq_6.third_hop_ds__extract_month + , subq_6.third_hop_ds__extract_day + , subq_6.third_hop_ds__extract_dow + , subq_6.third_hop_ds__extract_doy + , subq_6.customer_third_hop_id__third_hop_ds__day + , subq_6.customer_third_hop_id__third_hop_ds__week + , subq_6.customer_third_hop_id__third_hop_ds__month + , subq_6.customer_third_hop_id__third_hop_ds__quarter + , subq_6.customer_third_hop_id__third_hop_ds__year + , subq_6.customer_third_hop_id__third_hop_ds__extract_year + , subq_6.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_6.customer_third_hop_id__third_hop_ds__extract_month + , subq_6.customer_third_hop_id__third_hop_ds__extract_day + , subq_6.customer_third_hop_id__third_hop_ds__extract_dow + , subq_6.customer_third_hop_id__third_hop_ds__extract_doy + , subq_6.third_hop_ds__day AS metric_time__day + , subq_6.third_hop_ds__week AS metric_time__week + , subq_6.third_hop_ds__month AS metric_time__month + , subq_6.third_hop_ds__quarter AS metric_time__quarter + , subq_6.third_hop_ds__year AS metric_time__year + , subq_6.third_hop_ds__extract_year AS metric_time__extract_year + , subq_6.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_6.third_hop_ds__extract_month AS metric_time__extract_month + , subq_6.third_hop_ds__extract_day AS metric_time__extract_day + , subq_6.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_6.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_6.customer_third_hop_id + , subq_6.value + , subq_6.customer_third_hop_id__value + , subq_6.third_hop_count + FROM ( + -- Read Elements From Semantic Model 'third_hop_table' + SELECT + third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + , third_hop_table_src_22000.value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_day + , CASE WHEN EXTRACT(dow FROM third_hop_table_src_22000.third_hop_ds) = 0 THEN EXTRACT(dow FROM third_hop_table_src_22000.third_hop_ds) + 7 ELSE EXTRACT(dow FROM third_hop_table_src_22000.third_hop_ds) END AS third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_doy + , third_hop_table_src_22000.value AS customer_third_hop_id__value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_day + , CASE WHEN EXTRACT(dow FROM third_hop_table_src_22000.third_hop_ds) = 0 THEN EXTRACT(dow FROM third_hop_table_src_22000.third_hop_ds) + 7 ELSE EXTRACT(dow FROM third_hop_table_src_22000.third_hop_ds) END AS customer_third_hop_id__third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy + , third_hop_table_src_22000.customer_third_hop_id + FROM ***************************.third_hop_table third_hop_table_src_22000 + ) subq_6 + ) subq_7 + ) subq_8 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_15.customer_id__customer_third_hop_id + , subq_15.customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_14.customer_id__customer_third_hop_id + , subq_14.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Aggregate Measures + SELECT + subq_13.customer_id__customer_third_hop_id + , SUM(subq_13.customers_with_other_data) AS customers_with_other_data + FROM ( + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] + SELECT + subq_12.customer_id__customer_third_hop_id + , subq_12.customers_with_other_data + FROM ( + -- Constrain Output with WHERE + SELECT + subq_11.customer_id__customer_third_hop_id + , subq_11.customer_id__country + , subq_11.customers_with_other_data + FROM ( + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] + SELECT + subq_10.customer_id__customer_third_hop_id + , subq_10.customer_id__country + , subq_10.customers_with_other_data + FROM ( + -- Metric Time Dimension 'acquired_ds' + SELECT + subq_9.acquired_ds__day + , subq_9.acquired_ds__week + , subq_9.acquired_ds__month + , subq_9.acquired_ds__quarter + , subq_9.acquired_ds__year + , subq_9.acquired_ds__extract_year + , subq_9.acquired_ds__extract_quarter + , subq_9.acquired_ds__extract_month + , subq_9.acquired_ds__extract_day + , subq_9.acquired_ds__extract_dow + , subq_9.acquired_ds__extract_doy + , subq_9.customer_id__acquired_ds__day + , subq_9.customer_id__acquired_ds__week + , subq_9.customer_id__acquired_ds__month + , subq_9.customer_id__acquired_ds__quarter + , subq_9.customer_id__acquired_ds__year + , subq_9.customer_id__acquired_ds__extract_year + , subq_9.customer_id__acquired_ds__extract_quarter + , subq_9.customer_id__acquired_ds__extract_month + , subq_9.customer_id__acquired_ds__extract_day + , subq_9.customer_id__acquired_ds__extract_dow + , subq_9.customer_id__acquired_ds__extract_doy + , subq_9.customer_third_hop_id__acquired_ds__day + , subq_9.customer_third_hop_id__acquired_ds__week + , subq_9.customer_third_hop_id__acquired_ds__month + , subq_9.customer_third_hop_id__acquired_ds__quarter + , subq_9.customer_third_hop_id__acquired_ds__year + , subq_9.customer_third_hop_id__acquired_ds__extract_year + , subq_9.customer_third_hop_id__acquired_ds__extract_quarter + , subq_9.customer_third_hop_id__acquired_ds__extract_month + , subq_9.customer_third_hop_id__acquired_ds__extract_day + , subq_9.customer_third_hop_id__acquired_ds__extract_dow + , subq_9.customer_third_hop_id__acquired_ds__extract_doy + , subq_9.acquired_ds__day AS metric_time__day + , subq_9.acquired_ds__week AS metric_time__week + , subq_9.acquired_ds__month AS metric_time__month + , subq_9.acquired_ds__quarter AS metric_time__quarter + , subq_9.acquired_ds__year AS metric_time__year + , subq_9.acquired_ds__extract_year AS metric_time__extract_year + , subq_9.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_9.acquired_ds__extract_month AS metric_time__extract_month + , subq_9.acquired_ds__extract_day AS metric_time__extract_day + , subq_9.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_9.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_9.customer_id + , subq_9.customer_third_hop_id + , subq_9.customer_id__customer_third_hop_id + , subq_9.customer_third_hop_id__customer_id + , subq_9.country + , subq_9.customer_id__country + , subq_9.customer_third_hop_id__country + , subq_9.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , CASE WHEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) = 0 THEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) + 7 ELSE EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) END AS acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , CASE WHEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) = 0 THEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) + 7 ELSE EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) END AS customer_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , CASE WHEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) = 0 THEN EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) + 7 ELSE EXTRACT(dow FROM customer_other_data_src_22000.acquired_ds) END AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_9 + ) subq_10 + ) subq_11 + WHERE customer_id__country = 'paraguay' + ) subq_12 + ) subq_13 + GROUP BY + subq_13.customer_id__customer_third_hop_id + ) subq_14 + ) subq_15 + ) subq_16 + ON + subq_8.customer_third_hop_id = subq_16.customer_id__customer_third_hop_id + ) subq_17 + ) subq_18 + WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 + ) subq_19 + ) subq_20 +) subq_21 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0_optimized.sql new file mode 100644 index 0000000000..2ad52ec04c --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Redshift/test_inner_query_single_hop__plan0_optimized.sql @@ -0,0 +1,40 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['third_hop_count',] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + COUNT(DISTINCT third_hop_count) AS third_hop_count +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_32.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + FROM ***************************.third_hop_table third_hop_table_src_22000 + LEFT OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] + -- Aggregate Measures + -- Compute Metrics via Expressions + -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + customer_id__customer_third_hop_id + , SUM(customers_with_other_data) AS customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] + SELECT + customer_third_hop_id AS customer_id__customer_third_hop_id + , country AS customer_id__country + , 1 AS customers_with_other_data + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_27 + WHERE customer_id__country = 'paraguay' + GROUP BY + customer_id__customer_third_hop_id + ) subq_32 + ON + third_hop_table_src_22000.customer_third_hop_id = subq_32.customer_id__customer_third_hop_id +) subq_34 +WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_multi_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_multi_hop__plan0.sql new file mode 100644 index 0000000000..0411633312 --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_multi_hop__plan0.sql @@ -0,0 +1,694 @@ +-- Compute Metrics via Expressions +SELECT + subq_40.third_hop_count +FROM ( + -- Aggregate Measures + SELECT + COUNT(DISTINCT subq_39.third_hop_count) AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count',] + SELECT + subq_38.third_hop_count + FROM ( + -- Constrain Output with WHERE + SELECT + subq_37.customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_37.third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_36.customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_36.third_hop_count + FROM ( + -- Join Standard Outputs + SELECT + subq_20.customer_third_hop_id AS customer_third_hop_id + , subq_35.account_id__customer_id__customer_third_hop_id AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id + , subq_35.account_id__customer_id__customer_third_hop_id__txn_count AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_20.third_hop_count AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] + SELECT + subq_19.customer_third_hop_id + , subq_19.third_hop_count + FROM ( + -- Metric Time Dimension 'third_hop_ds' + SELECT + subq_18.third_hop_ds__day + , subq_18.third_hop_ds__week + , subq_18.third_hop_ds__month + , subq_18.third_hop_ds__quarter + , subq_18.third_hop_ds__year + , subq_18.third_hop_ds__extract_year + , subq_18.third_hop_ds__extract_quarter + , subq_18.third_hop_ds__extract_month + , subq_18.third_hop_ds__extract_day + , subq_18.third_hop_ds__extract_dow + , subq_18.third_hop_ds__extract_doy + , subq_18.customer_third_hop_id__third_hop_ds__day + , subq_18.customer_third_hop_id__third_hop_ds__week + , subq_18.customer_third_hop_id__third_hop_ds__month + , subq_18.customer_third_hop_id__third_hop_ds__quarter + , subq_18.customer_third_hop_id__third_hop_ds__year + , subq_18.customer_third_hop_id__third_hop_ds__extract_year + , subq_18.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_18.customer_third_hop_id__third_hop_ds__extract_month + , subq_18.customer_third_hop_id__third_hop_ds__extract_day + , subq_18.customer_third_hop_id__third_hop_ds__extract_dow + , subq_18.customer_third_hop_id__third_hop_ds__extract_doy + , subq_18.third_hop_ds__day AS metric_time__day + , subq_18.third_hop_ds__week AS metric_time__week + , subq_18.third_hop_ds__month AS metric_time__month + , subq_18.third_hop_ds__quarter AS metric_time__quarter + , subq_18.third_hop_ds__year AS metric_time__year + , subq_18.third_hop_ds__extract_year AS metric_time__extract_year + , subq_18.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_18.third_hop_ds__extract_month AS metric_time__extract_month + , subq_18.third_hop_ds__extract_day AS metric_time__extract_day + , subq_18.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_18.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_18.customer_third_hop_id + , subq_18.value + , subq_18.customer_third_hop_id__value + , subq_18.third_hop_count + FROM ( + -- Read Elements From Semantic Model 'third_hop_table' + SELECT + third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + , third_hop_table_src_22000.value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_day + , EXTRACT(dayofweekiso FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_doy + , third_hop_table_src_22000.value AS customer_third_hop_id__value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_day + , EXTRACT(dayofweekiso FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy + , third_hop_table_src_22000.customer_third_hop_id + FROM ***************************.third_hop_table third_hop_table_src_22000 + ) subq_18 + ) subq_19 + ) subq_20 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['account_id__customer_id__customer_third_hop_id', 'account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_34.account_id__customer_id__customer_third_hop_id + , subq_34.account_id__customer_id__customer_third_hop_id__txn_count + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_33.account_id__customer_id__customer_third_hop_id + , subq_33.txn_count AS account_id__customer_id__customer_third_hop_id__txn_count + FROM ( + -- Aggregate Measures + SELECT + subq_32.account_id__customer_id__customer_third_hop_id + , SUM(subq_32.txn_count) AS txn_count + FROM ( + -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_third_hop_id'] + SELECT + subq_31.account_id__customer_id__customer_third_hop_id + , subq_31.txn_count + FROM ( + -- Join Standard Outputs + SELECT + subq_23.ds_partitioned__day AS ds_partitioned__day + , subq_30.ds_partitioned__day AS account_id__ds_partitioned__day + , subq_23.account_id AS account_id + , subq_30.customer_id__customer_third_hop_id AS account_id__customer_id__customer_third_hop_id + , subq_23.txn_count AS txn_count + FROM ( + -- Pass Only Elements: ['txn_count', 'ds_partitioned__day', 'account_id'] + SELECT + subq_22.ds_partitioned__day + , subq_22.account_id + , subq_22.txn_count + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_21.ds_partitioned__day + , subq_21.ds_partitioned__week + , subq_21.ds_partitioned__month + , subq_21.ds_partitioned__quarter + , subq_21.ds_partitioned__year + , subq_21.ds_partitioned__extract_year + , subq_21.ds_partitioned__extract_quarter + , subq_21.ds_partitioned__extract_month + , subq_21.ds_partitioned__extract_day + , subq_21.ds_partitioned__extract_dow + , subq_21.ds_partitioned__extract_doy + , subq_21.ds__day + , subq_21.ds__week + , subq_21.ds__month + , subq_21.ds__quarter + , subq_21.ds__year + , subq_21.ds__extract_year + , subq_21.ds__extract_quarter + , subq_21.ds__extract_month + , subq_21.ds__extract_day + , subq_21.ds__extract_dow + , subq_21.ds__extract_doy + , subq_21.account_id__ds_partitioned__day + , subq_21.account_id__ds_partitioned__week + , subq_21.account_id__ds_partitioned__month + , subq_21.account_id__ds_partitioned__quarter + , subq_21.account_id__ds_partitioned__year + , subq_21.account_id__ds_partitioned__extract_year + , subq_21.account_id__ds_partitioned__extract_quarter + , subq_21.account_id__ds_partitioned__extract_month + , subq_21.account_id__ds_partitioned__extract_day + , subq_21.account_id__ds_partitioned__extract_dow + , subq_21.account_id__ds_partitioned__extract_doy + , subq_21.account_id__ds__day + , subq_21.account_id__ds__week + , subq_21.account_id__ds__month + , subq_21.account_id__ds__quarter + , subq_21.account_id__ds__year + , subq_21.account_id__ds__extract_year + , subq_21.account_id__ds__extract_quarter + , subq_21.account_id__ds__extract_month + , subq_21.account_id__ds__extract_day + , subq_21.account_id__ds__extract_dow + , subq_21.account_id__ds__extract_doy + , subq_21.ds__day AS metric_time__day + , subq_21.ds__week AS metric_time__week + , subq_21.ds__month AS metric_time__month + , subq_21.ds__quarter AS metric_time__quarter + , subq_21.ds__year AS metric_time__year + , subq_21.ds__extract_year AS metric_time__extract_year + , subq_21.ds__extract_quarter AS metric_time__extract_quarter + , subq_21.ds__extract_month AS metric_time__extract_month + , subq_21.ds__extract_day AS metric_time__extract_day + , subq_21.ds__extract_dow AS metric_time__extract_dow + , subq_21.ds__extract_doy AS metric_time__extract_doy + , subq_21.account_id + , subq_21.account_month + , subq_21.account_id__account_month + , subq_21.txn_count + FROM ( + -- Read Elements From Semantic Model 'account_month_txns' + SELECT + account_month_txns_src_22000.txn_count + , DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', account_month_txns_src_22000.ds) AS ds__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds) AS ds__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds) AS ds__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds) AS ds__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds) AS ds__year + , EXTRACT(year FROM account_month_txns_src_22000.ds) AS ds__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds) AS ds__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds) AS ds__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM account_month_txns_src_22000.ds) AS ds__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds) AS ds__extract_doy + , account_month_txns_src_22000.account_month + , DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__year + , EXTRACT(year FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , DATE_TRUNC('day', account_month_txns_src_22000.ds) AS account_id__ds__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds) AS account_id__ds__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds) AS account_id__ds__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds) AS account_id__ds__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds) AS account_id__ds__year + , EXTRACT(year FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_day + , EXTRACT(dayofweekiso FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_doy + , account_month_txns_src_22000.account_month AS account_id__account_month + , account_month_txns_src_22000.account_id + FROM ***************************.account_month_txns account_month_txns_src_22000 + ) subq_21 + ) subq_22 + ) subq_23 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['ds_partitioned__day', 'account_id', 'customer_id__customer_third_hop_id'] + SELECT + subq_29.ds_partitioned__day + , subq_29.account_id + , subq_29.customer_id__customer_third_hop_id + FROM ( + -- Join Standard Outputs + SELECT + subq_25.ds_partitioned__day AS ds_partitioned__day + , subq_25.ds_partitioned__week AS ds_partitioned__week + , subq_25.ds_partitioned__month AS ds_partitioned__month + , subq_25.ds_partitioned__quarter AS ds_partitioned__quarter + , subq_25.ds_partitioned__year AS ds_partitioned__year + , subq_25.ds_partitioned__extract_year AS ds_partitioned__extract_year + , subq_25.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter + , subq_25.ds_partitioned__extract_month AS ds_partitioned__extract_month + , subq_25.ds_partitioned__extract_day AS ds_partitioned__extract_day + , subq_25.ds_partitioned__extract_dow AS ds_partitioned__extract_dow + , subq_25.ds_partitioned__extract_doy AS ds_partitioned__extract_doy + , subq_25.account_id__ds_partitioned__day AS account_id__ds_partitioned__day + , subq_25.account_id__ds_partitioned__week AS account_id__ds_partitioned__week + , subq_25.account_id__ds_partitioned__month AS account_id__ds_partitioned__month + , subq_25.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter + , subq_25.account_id__ds_partitioned__year AS account_id__ds_partitioned__year + , subq_25.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year + , subq_25.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter + , subq_25.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month + , subq_25.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day + , subq_25.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow + , subq_25.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy + , subq_25.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day + , subq_25.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week + , subq_25.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month + , subq_25.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter + , subq_25.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year + , subq_25.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year + , subq_25.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter + , subq_25.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month + , subq_25.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day + , subq_25.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow + , subq_25.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy + , subq_25.metric_time__day AS metric_time__day + , subq_25.metric_time__week AS metric_time__week + , subq_25.metric_time__month AS metric_time__month + , subq_25.metric_time__quarter AS metric_time__quarter + , subq_25.metric_time__year AS metric_time__year + , subq_25.metric_time__extract_year AS metric_time__extract_year + , subq_25.metric_time__extract_quarter AS metric_time__extract_quarter + , subq_25.metric_time__extract_month AS metric_time__extract_month + , subq_25.metric_time__extract_day AS metric_time__extract_day + , subq_25.metric_time__extract_dow AS metric_time__extract_dow + , subq_25.metric_time__extract_doy AS metric_time__extract_doy + , subq_28.acquired_ds__day AS customer_id__acquired_ds__day + , subq_28.acquired_ds__week AS customer_id__acquired_ds__week + , subq_28.acquired_ds__month AS customer_id__acquired_ds__month + , subq_28.acquired_ds__quarter AS customer_id__acquired_ds__quarter + , subq_28.acquired_ds__year AS customer_id__acquired_ds__year + , subq_28.acquired_ds__extract_year AS customer_id__acquired_ds__extract_year + , subq_28.acquired_ds__extract_quarter AS customer_id__acquired_ds__extract_quarter + , subq_28.acquired_ds__extract_month AS customer_id__acquired_ds__extract_month + , subq_28.acquired_ds__extract_day AS customer_id__acquired_ds__extract_day + , subq_28.acquired_ds__extract_dow AS customer_id__acquired_ds__extract_dow + , subq_28.acquired_ds__extract_doy AS customer_id__acquired_ds__extract_doy + , subq_28.customer_third_hop_id__acquired_ds__day AS customer_id__customer_third_hop_id__acquired_ds__day + , subq_28.customer_third_hop_id__acquired_ds__week AS customer_id__customer_third_hop_id__acquired_ds__week + , subq_28.customer_third_hop_id__acquired_ds__month AS customer_id__customer_third_hop_id__acquired_ds__month + , subq_28.customer_third_hop_id__acquired_ds__quarter AS customer_id__customer_third_hop_id__acquired_ds__quarter + , subq_28.customer_third_hop_id__acquired_ds__year AS customer_id__customer_third_hop_id__acquired_ds__year + , subq_28.customer_third_hop_id__acquired_ds__extract_year AS customer_id__customer_third_hop_id__acquired_ds__extract_year + , subq_28.customer_third_hop_id__acquired_ds__extract_quarter AS customer_id__customer_third_hop_id__acquired_ds__extract_quarter + , subq_28.customer_third_hop_id__acquired_ds__extract_month AS customer_id__customer_third_hop_id__acquired_ds__extract_month + , subq_28.customer_third_hop_id__acquired_ds__extract_day AS customer_id__customer_third_hop_id__acquired_ds__extract_day + , subq_28.customer_third_hop_id__acquired_ds__extract_dow AS customer_id__customer_third_hop_id__acquired_ds__extract_dow + , subq_28.customer_third_hop_id__acquired_ds__extract_doy AS customer_id__customer_third_hop_id__acquired_ds__extract_doy + , subq_28.metric_time__day AS customer_id__metric_time__day + , subq_28.metric_time__week AS customer_id__metric_time__week + , subq_28.metric_time__month AS customer_id__metric_time__month + , subq_28.metric_time__quarter AS customer_id__metric_time__quarter + , subq_28.metric_time__year AS customer_id__metric_time__year + , subq_28.metric_time__extract_year AS customer_id__metric_time__extract_year + , subq_28.metric_time__extract_quarter AS customer_id__metric_time__extract_quarter + , subq_28.metric_time__extract_month AS customer_id__metric_time__extract_month + , subq_28.metric_time__extract_day AS customer_id__metric_time__extract_day + , subq_28.metric_time__extract_dow AS customer_id__metric_time__extract_dow + , subq_28.metric_time__extract_doy AS customer_id__metric_time__extract_doy + , subq_25.account_id AS account_id + , subq_25.customer_id AS customer_id + , subq_25.account_id__customer_id AS account_id__customer_id + , subq_25.bridge_account__account_id AS bridge_account__account_id + , subq_25.bridge_account__customer_id AS bridge_account__customer_id + , subq_28.customer_third_hop_id AS customer_id__customer_third_hop_id + , subq_28.customer_third_hop_id__customer_id AS customer_id__customer_third_hop_id__customer_id + , subq_25.extra_dim AS extra_dim + , subq_25.account_id__extra_dim AS account_id__extra_dim + , subq_25.bridge_account__extra_dim AS bridge_account__extra_dim + , subq_28.country AS customer_id__country + , subq_28.customer_third_hop_id__country AS customer_id__customer_third_hop_id__country + , subq_25.account_customer_combos AS account_customer_combos + FROM ( + -- Metric Time Dimension 'ds_partitioned' + SELECT + subq_24.ds_partitioned__day + , subq_24.ds_partitioned__week + , subq_24.ds_partitioned__month + , subq_24.ds_partitioned__quarter + , subq_24.ds_partitioned__year + , subq_24.ds_partitioned__extract_year + , subq_24.ds_partitioned__extract_quarter + , subq_24.ds_partitioned__extract_month + , subq_24.ds_partitioned__extract_day + , subq_24.ds_partitioned__extract_dow + , subq_24.ds_partitioned__extract_doy + , subq_24.account_id__ds_partitioned__day + , subq_24.account_id__ds_partitioned__week + , subq_24.account_id__ds_partitioned__month + , subq_24.account_id__ds_partitioned__quarter + , subq_24.account_id__ds_partitioned__year + , subq_24.account_id__ds_partitioned__extract_year + , subq_24.account_id__ds_partitioned__extract_quarter + , subq_24.account_id__ds_partitioned__extract_month + , subq_24.account_id__ds_partitioned__extract_day + , subq_24.account_id__ds_partitioned__extract_dow + , subq_24.account_id__ds_partitioned__extract_doy + , subq_24.bridge_account__ds_partitioned__day + , subq_24.bridge_account__ds_partitioned__week + , subq_24.bridge_account__ds_partitioned__month + , subq_24.bridge_account__ds_partitioned__quarter + , subq_24.bridge_account__ds_partitioned__year + , subq_24.bridge_account__ds_partitioned__extract_year + , subq_24.bridge_account__ds_partitioned__extract_quarter + , subq_24.bridge_account__ds_partitioned__extract_month + , subq_24.bridge_account__ds_partitioned__extract_day + , subq_24.bridge_account__ds_partitioned__extract_dow + , subq_24.bridge_account__ds_partitioned__extract_doy + , subq_24.ds_partitioned__day AS metric_time__day + , subq_24.ds_partitioned__week AS metric_time__week + , subq_24.ds_partitioned__month AS metric_time__month + , subq_24.ds_partitioned__quarter AS metric_time__quarter + , subq_24.ds_partitioned__year AS metric_time__year + , subq_24.ds_partitioned__extract_year AS metric_time__extract_year + , subq_24.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_24.ds_partitioned__extract_month AS metric_time__extract_month + , subq_24.ds_partitioned__extract_day AS metric_time__extract_day + , subq_24.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_24.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_24.account_id + , subq_24.customer_id + , subq_24.account_id__customer_id + , subq_24.bridge_account__account_id + , subq_24.bridge_account__customer_id + , subq_24.extra_dim + , subq_24.account_id__extra_dim + , subq_24.bridge_account__extra_dim + , subq_24.account_customer_combos + FROM ( + -- Read Elements From Semantic Model 'bridge_table' + SELECT + account_id || customer_id AS account_customer_combos + , bridge_table_src_22000.extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS account_id__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy + , bridge_table_src_22000.account_id + , bridge_table_src_22000.customer_id + , bridge_table_src_22000.customer_id AS account_id__customer_id + , bridge_table_src_22000.account_id AS bridge_account__account_id + , bridge_table_src_22000.customer_id AS bridge_account__customer_id + FROM ***************************.bridge_table bridge_table_src_22000 + ) subq_24 + ) subq_25 + LEFT OUTER JOIN ( + -- Pass Only Elements: [ + -- 'country', + -- 'customer_id__country', + -- 'customer_third_hop_id__country', + -- 'acquired_ds__day', + -- 'acquired_ds__week', + -- 'acquired_ds__month', + -- 'acquired_ds__quarter', + -- 'acquired_ds__year', + -- 'acquired_ds__extract_year', + -- 'acquired_ds__extract_quarter', + -- 'acquired_ds__extract_month', + -- 'acquired_ds__extract_day', + -- 'acquired_ds__extract_dow', + -- 'acquired_ds__extract_doy', + -- 'customer_id__acquired_ds__day', + -- 'customer_id__acquired_ds__week', + -- 'customer_id__acquired_ds__month', + -- 'customer_id__acquired_ds__quarter', + -- 'customer_id__acquired_ds__year', + -- 'customer_id__acquired_ds__extract_year', + -- 'customer_id__acquired_ds__extract_quarter', + -- 'customer_id__acquired_ds__extract_month', + -- 'customer_id__acquired_ds__extract_day', + -- 'customer_id__acquired_ds__extract_dow', + -- 'customer_id__acquired_ds__extract_doy', + -- 'customer_third_hop_id__acquired_ds__day', + -- 'customer_third_hop_id__acquired_ds__week', + -- 'customer_third_hop_id__acquired_ds__month', + -- 'customer_third_hop_id__acquired_ds__quarter', + -- 'customer_third_hop_id__acquired_ds__year', + -- 'customer_third_hop_id__acquired_ds__extract_year', + -- 'customer_third_hop_id__acquired_ds__extract_quarter', + -- 'customer_third_hop_id__acquired_ds__extract_month', + -- 'customer_third_hop_id__acquired_ds__extract_day', + -- 'customer_third_hop_id__acquired_ds__extract_dow', + -- 'customer_third_hop_id__acquired_ds__extract_doy', + -- 'metric_time__day', + -- 'metric_time__week', + -- 'metric_time__month', + -- 'metric_time__quarter', + -- 'metric_time__year', + -- 'metric_time__extract_year', + -- 'metric_time__extract_quarter', + -- 'metric_time__extract_month', + -- 'metric_time__extract_day', + -- 'metric_time__extract_dow', + -- 'metric_time__extract_doy', + -- 'customer_id', + -- 'customer_third_hop_id', + -- 'customer_id__customer_third_hop_id', + -- 'customer_third_hop_id__customer_id', + -- ] + SELECT + subq_27.acquired_ds__day + , subq_27.acquired_ds__week + , subq_27.acquired_ds__month + , subq_27.acquired_ds__quarter + , subq_27.acquired_ds__year + , subq_27.acquired_ds__extract_year + , subq_27.acquired_ds__extract_quarter + , subq_27.acquired_ds__extract_month + , subq_27.acquired_ds__extract_day + , subq_27.acquired_ds__extract_dow + , subq_27.acquired_ds__extract_doy + , subq_27.customer_id__acquired_ds__day + , subq_27.customer_id__acquired_ds__week + , subq_27.customer_id__acquired_ds__month + , subq_27.customer_id__acquired_ds__quarter + , subq_27.customer_id__acquired_ds__year + , subq_27.customer_id__acquired_ds__extract_year + , subq_27.customer_id__acquired_ds__extract_quarter + , subq_27.customer_id__acquired_ds__extract_month + , subq_27.customer_id__acquired_ds__extract_day + , subq_27.customer_id__acquired_ds__extract_dow + , subq_27.customer_id__acquired_ds__extract_doy + , subq_27.customer_third_hop_id__acquired_ds__day + , subq_27.customer_third_hop_id__acquired_ds__week + , subq_27.customer_third_hop_id__acquired_ds__month + , subq_27.customer_third_hop_id__acquired_ds__quarter + , subq_27.customer_third_hop_id__acquired_ds__year + , subq_27.customer_third_hop_id__acquired_ds__extract_year + , subq_27.customer_third_hop_id__acquired_ds__extract_quarter + , subq_27.customer_third_hop_id__acquired_ds__extract_month + , subq_27.customer_third_hop_id__acquired_ds__extract_day + , subq_27.customer_third_hop_id__acquired_ds__extract_dow + , subq_27.customer_third_hop_id__acquired_ds__extract_doy + , subq_27.metric_time__day + , subq_27.metric_time__week + , subq_27.metric_time__month + , subq_27.metric_time__quarter + , subq_27.metric_time__year + , subq_27.metric_time__extract_year + , subq_27.metric_time__extract_quarter + , subq_27.metric_time__extract_month + , subq_27.metric_time__extract_day + , subq_27.metric_time__extract_dow + , subq_27.metric_time__extract_doy + , subq_27.customer_id + , subq_27.customer_third_hop_id + , subq_27.customer_id__customer_third_hop_id + , subq_27.customer_third_hop_id__customer_id + , subq_27.country + , subq_27.customer_id__country + , subq_27.customer_third_hop_id__country + FROM ( + -- Metric Time Dimension 'acquired_ds' + SELECT + subq_26.acquired_ds__day + , subq_26.acquired_ds__week + , subq_26.acquired_ds__month + , subq_26.acquired_ds__quarter + , subq_26.acquired_ds__year + , subq_26.acquired_ds__extract_year + , subq_26.acquired_ds__extract_quarter + , subq_26.acquired_ds__extract_month + , subq_26.acquired_ds__extract_day + , subq_26.acquired_ds__extract_dow + , subq_26.acquired_ds__extract_doy + , subq_26.customer_id__acquired_ds__day + , subq_26.customer_id__acquired_ds__week + , subq_26.customer_id__acquired_ds__month + , subq_26.customer_id__acquired_ds__quarter + , subq_26.customer_id__acquired_ds__year + , subq_26.customer_id__acquired_ds__extract_year + , subq_26.customer_id__acquired_ds__extract_quarter + , subq_26.customer_id__acquired_ds__extract_month + , subq_26.customer_id__acquired_ds__extract_day + , subq_26.customer_id__acquired_ds__extract_dow + , subq_26.customer_id__acquired_ds__extract_doy + , subq_26.customer_third_hop_id__acquired_ds__day + , subq_26.customer_third_hop_id__acquired_ds__week + , subq_26.customer_third_hop_id__acquired_ds__month + , subq_26.customer_third_hop_id__acquired_ds__quarter + , subq_26.customer_third_hop_id__acquired_ds__year + , subq_26.customer_third_hop_id__acquired_ds__extract_year + , subq_26.customer_third_hop_id__acquired_ds__extract_quarter + , subq_26.customer_third_hop_id__acquired_ds__extract_month + , subq_26.customer_third_hop_id__acquired_ds__extract_day + , subq_26.customer_third_hop_id__acquired_ds__extract_dow + , subq_26.customer_third_hop_id__acquired_ds__extract_doy + , subq_26.acquired_ds__day AS metric_time__day + , subq_26.acquired_ds__week AS metric_time__week + , subq_26.acquired_ds__month AS metric_time__month + , subq_26.acquired_ds__quarter AS metric_time__quarter + , subq_26.acquired_ds__year AS metric_time__year + , subq_26.acquired_ds__extract_year AS metric_time__extract_year + , subq_26.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_26.acquired_ds__extract_month AS metric_time__extract_month + , subq_26.acquired_ds__extract_day AS metric_time__extract_day + , subq_26.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_26.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_26.customer_id + , subq_26.customer_third_hop_id + , subq_26.customer_id__customer_third_hop_id + , subq_26.customer_third_hop_id__customer_id + , subq_26.country + , subq_26.customer_id__country + , subq_26.customer_third_hop_id__country + , subq_26.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , EXTRACT(dayofweekiso FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , EXTRACT(dayofweekiso FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , EXTRACT(dayofweekiso FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_26 + ) subq_27 + ) subq_28 + ON + subq_25.customer_id = subq_28.customer_id + ) subq_29 + ) subq_30 + ON + ( + subq_23.account_id = subq_30.account_id + ) AND ( + subq_23.ds_partitioned__day = subq_30.ds_partitioned__day + ) + ) subq_31 + ) subq_32 + GROUP BY + subq_32.account_id__customer_id__customer_third_hop_id + ) subq_33 + ) subq_34 + ) subq_35 + ON + subq_20.customer_third_hop_id = subq_35.account_id__customer_id__customer_third_hop_id + ) subq_36 + ) subq_37 + WHERE customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count > 2 + ) subq_38 + ) subq_39 +) subq_40 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_multi_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_multi_hop__plan0_optimized.sql new file mode 100644 index 0000000000..d195b8867f --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_multi_hop__plan0_optimized.sql @@ -0,0 +1,49 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['third_hop_count',] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + COUNT(DISTINCT third_hop_count) AS third_hop_count +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_58.account_id__customer_id__customer_third_hop_id__txn_count AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + FROM ***************************.third_hop_table third_hop_table_src_22000 + LEFT OUTER JOIN ( + -- Join Standard Outputs + -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_third_hop_id'] + -- Aggregate Measures + -- Compute Metrics via Expressions + -- Pass Only Elements: ['account_id__customer_id__customer_third_hop_id', 'account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_53.customer_id__customer_third_hop_id AS account_id__customer_id__customer_third_hop_id + , SUM(account_month_txns_src_22000.txn_count) AS account_id__customer_id__customer_third_hop_id__txn_count + FROM ***************************.account_month_txns account_month_txns_src_22000 + LEFT OUTER JOIN ( + -- Join Standard Outputs + -- Pass Only Elements: ['ds_partitioned__day', 'account_id', 'customer_id__customer_third_hop_id'] + SELECT + DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day + , bridge_table_src_22000.account_id AS account_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + FROM ***************************.bridge_table bridge_table_src_22000 + LEFT OUTER JOIN + ***************************.customer_other_data customer_other_data_src_22000 + ON + bridge_table_src_22000.customer_id = customer_other_data_src_22000.customer_id + ) subq_53 + ON + ( + account_month_txns_src_22000.account_id = subq_53.account_id + ) AND ( + DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) = subq_53.ds_partitioned__day + ) + GROUP BY + subq_53.customer_id__customer_third_hop_id + ) subq_58 + ON + third_hop_table_src_22000.customer_third_hop_id = subq_58.account_id__customer_id__customer_third_hop_id +) subq_60 +WHERE customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count > 2 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0.sql new file mode 100644 index 0000000000..9cebbd1f96 --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0.sql @@ -0,0 +1,257 @@ +-- Compute Metrics via Expressions +SELECT + subq_21.third_hop_count +FROM ( + -- Aggregate Measures + SELECT + COUNT(DISTINCT subq_20.third_hop_count) AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count',] + SELECT + subq_19.third_hop_count + FROM ( + -- Constrain Output with WHERE + SELECT + subq_18.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_18.third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_17.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_17.third_hop_count + FROM ( + -- Join Standard Outputs + SELECT + subq_8.customer_third_hop_id AS customer_third_hop_id + , subq_16.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_16.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_8.third_hop_count AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] + SELECT + subq_7.customer_third_hop_id + , subq_7.third_hop_count + FROM ( + -- Metric Time Dimension 'third_hop_ds' + SELECT + subq_6.third_hop_ds__day + , subq_6.third_hop_ds__week + , subq_6.third_hop_ds__month + , subq_6.third_hop_ds__quarter + , subq_6.third_hop_ds__year + , subq_6.third_hop_ds__extract_year + , subq_6.third_hop_ds__extract_quarter + , subq_6.third_hop_ds__extract_month + , subq_6.third_hop_ds__extract_day + , subq_6.third_hop_ds__extract_dow + , subq_6.third_hop_ds__extract_doy + , subq_6.customer_third_hop_id__third_hop_ds__day + , subq_6.customer_third_hop_id__third_hop_ds__week + , subq_6.customer_third_hop_id__third_hop_ds__month + , subq_6.customer_third_hop_id__third_hop_ds__quarter + , subq_6.customer_third_hop_id__third_hop_ds__year + , subq_6.customer_third_hop_id__third_hop_ds__extract_year + , subq_6.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_6.customer_third_hop_id__third_hop_ds__extract_month + , subq_6.customer_third_hop_id__third_hop_ds__extract_day + , subq_6.customer_third_hop_id__third_hop_ds__extract_dow + , subq_6.customer_third_hop_id__third_hop_ds__extract_doy + , subq_6.third_hop_ds__day AS metric_time__day + , subq_6.third_hop_ds__week AS metric_time__week + , subq_6.third_hop_ds__month AS metric_time__month + , subq_6.third_hop_ds__quarter AS metric_time__quarter + , subq_6.third_hop_ds__year AS metric_time__year + , subq_6.third_hop_ds__extract_year AS metric_time__extract_year + , subq_6.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_6.third_hop_ds__extract_month AS metric_time__extract_month + , subq_6.third_hop_ds__extract_day AS metric_time__extract_day + , subq_6.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_6.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_6.customer_third_hop_id + , subq_6.value + , subq_6.customer_third_hop_id__value + , subq_6.third_hop_count + FROM ( + -- Read Elements From Semantic Model 'third_hop_table' + SELECT + third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + , third_hop_table_src_22000.value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_day + , EXTRACT(dayofweekiso FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_doy + , third_hop_table_src_22000.value AS customer_third_hop_id__value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_day + , EXTRACT(dayofweekiso FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy + , third_hop_table_src_22000.customer_third_hop_id + FROM ***************************.third_hop_table third_hop_table_src_22000 + ) subq_6 + ) subq_7 + ) subq_8 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_15.customer_id__customer_third_hop_id + , subq_15.customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_14.customer_id__customer_third_hop_id + , subq_14.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Aggregate Measures + SELECT + subq_13.customer_id__customer_third_hop_id + , SUM(subq_13.customers_with_other_data) AS customers_with_other_data + FROM ( + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] + SELECT + subq_12.customer_id__customer_third_hop_id + , subq_12.customers_with_other_data + FROM ( + -- Constrain Output with WHERE + SELECT + subq_11.customer_id__customer_third_hop_id + , subq_11.customer_id__country + , subq_11.customers_with_other_data + FROM ( + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] + SELECT + subq_10.customer_id__customer_third_hop_id + , subq_10.customer_id__country + , subq_10.customers_with_other_data + FROM ( + -- Metric Time Dimension 'acquired_ds' + SELECT + subq_9.acquired_ds__day + , subq_9.acquired_ds__week + , subq_9.acquired_ds__month + , subq_9.acquired_ds__quarter + , subq_9.acquired_ds__year + , subq_9.acquired_ds__extract_year + , subq_9.acquired_ds__extract_quarter + , subq_9.acquired_ds__extract_month + , subq_9.acquired_ds__extract_day + , subq_9.acquired_ds__extract_dow + , subq_9.acquired_ds__extract_doy + , subq_9.customer_id__acquired_ds__day + , subq_9.customer_id__acquired_ds__week + , subq_9.customer_id__acquired_ds__month + , subq_9.customer_id__acquired_ds__quarter + , subq_9.customer_id__acquired_ds__year + , subq_9.customer_id__acquired_ds__extract_year + , subq_9.customer_id__acquired_ds__extract_quarter + , subq_9.customer_id__acquired_ds__extract_month + , subq_9.customer_id__acquired_ds__extract_day + , subq_9.customer_id__acquired_ds__extract_dow + , subq_9.customer_id__acquired_ds__extract_doy + , subq_9.customer_third_hop_id__acquired_ds__day + , subq_9.customer_third_hop_id__acquired_ds__week + , subq_9.customer_third_hop_id__acquired_ds__month + , subq_9.customer_third_hop_id__acquired_ds__quarter + , subq_9.customer_third_hop_id__acquired_ds__year + , subq_9.customer_third_hop_id__acquired_ds__extract_year + , subq_9.customer_third_hop_id__acquired_ds__extract_quarter + , subq_9.customer_third_hop_id__acquired_ds__extract_month + , subq_9.customer_third_hop_id__acquired_ds__extract_day + , subq_9.customer_third_hop_id__acquired_ds__extract_dow + , subq_9.customer_third_hop_id__acquired_ds__extract_doy + , subq_9.acquired_ds__day AS metric_time__day + , subq_9.acquired_ds__week AS metric_time__week + , subq_9.acquired_ds__month AS metric_time__month + , subq_9.acquired_ds__quarter AS metric_time__quarter + , subq_9.acquired_ds__year AS metric_time__year + , subq_9.acquired_ds__extract_year AS metric_time__extract_year + , subq_9.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_9.acquired_ds__extract_month AS metric_time__extract_month + , subq_9.acquired_ds__extract_day AS metric_time__extract_day + , subq_9.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_9.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_9.customer_id + , subq_9.customer_third_hop_id + , subq_9.customer_id__customer_third_hop_id + , subq_9.customer_third_hop_id__customer_id + , subq_9.country + , subq_9.customer_id__country + , subq_9.customer_third_hop_id__country + , subq_9.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , EXTRACT(dayofweekiso FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , EXTRACT(dayofweekiso FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , EXTRACT(dayofweekiso FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_9 + ) subq_10 + ) subq_11 + WHERE customer_id__country = 'paraguay' + ) subq_12 + ) subq_13 + GROUP BY + subq_13.customer_id__customer_third_hop_id + ) subq_14 + ) subq_15 + ) subq_16 + ON + subq_8.customer_third_hop_id = subq_16.customer_id__customer_third_hop_id + ) subq_17 + ) subq_18 + WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 + ) subq_19 + ) subq_20 +) subq_21 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0_optimized.sql new file mode 100644 index 0000000000..2ad52ec04c --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Snowflake/test_inner_query_single_hop__plan0_optimized.sql @@ -0,0 +1,40 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['third_hop_count',] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + COUNT(DISTINCT third_hop_count) AS third_hop_count +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_32.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + FROM ***************************.third_hop_table third_hop_table_src_22000 + LEFT OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] + -- Aggregate Measures + -- Compute Metrics via Expressions + -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + customer_id__customer_third_hop_id + , SUM(customers_with_other_data) AS customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] + SELECT + customer_third_hop_id AS customer_id__customer_third_hop_id + , country AS customer_id__country + , 1 AS customers_with_other_data + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_27 + WHERE customer_id__country = 'paraguay' + GROUP BY + customer_id__customer_third_hop_id + ) subq_32 + ON + third_hop_table_src_22000.customer_third_hop_id = subq_32.customer_id__customer_third_hop_id +) subq_34 +WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_multi_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_multi_hop__plan0.sql new file mode 100644 index 0000000000..821ca74e2c --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_multi_hop__plan0.sql @@ -0,0 +1,694 @@ +-- Compute Metrics via Expressions +SELECT + subq_40.third_hop_count +FROM ( + -- Aggregate Measures + SELECT + COUNT(DISTINCT subq_39.third_hop_count) AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count',] + SELECT + subq_38.third_hop_count + FROM ( + -- Constrain Output with WHERE + SELECT + subq_37.customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_37.third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_36.customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_36.third_hop_count + FROM ( + -- Join Standard Outputs + SELECT + subq_20.customer_third_hop_id AS customer_third_hop_id + , subq_35.account_id__customer_id__customer_third_hop_id AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id + , subq_35.account_id__customer_id__customer_third_hop_id__txn_count AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , subq_20.third_hop_count AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] + SELECT + subq_19.customer_third_hop_id + , subq_19.third_hop_count + FROM ( + -- Metric Time Dimension 'third_hop_ds' + SELECT + subq_18.third_hop_ds__day + , subq_18.third_hop_ds__week + , subq_18.third_hop_ds__month + , subq_18.third_hop_ds__quarter + , subq_18.third_hop_ds__year + , subq_18.third_hop_ds__extract_year + , subq_18.third_hop_ds__extract_quarter + , subq_18.third_hop_ds__extract_month + , subq_18.third_hop_ds__extract_day + , subq_18.third_hop_ds__extract_dow + , subq_18.third_hop_ds__extract_doy + , subq_18.customer_third_hop_id__third_hop_ds__day + , subq_18.customer_third_hop_id__third_hop_ds__week + , subq_18.customer_third_hop_id__third_hop_ds__month + , subq_18.customer_third_hop_id__third_hop_ds__quarter + , subq_18.customer_third_hop_id__third_hop_ds__year + , subq_18.customer_third_hop_id__third_hop_ds__extract_year + , subq_18.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_18.customer_third_hop_id__third_hop_ds__extract_month + , subq_18.customer_third_hop_id__third_hop_ds__extract_day + , subq_18.customer_third_hop_id__third_hop_ds__extract_dow + , subq_18.customer_third_hop_id__third_hop_ds__extract_doy + , subq_18.third_hop_ds__day AS metric_time__day + , subq_18.third_hop_ds__week AS metric_time__week + , subq_18.third_hop_ds__month AS metric_time__month + , subq_18.third_hop_ds__quarter AS metric_time__quarter + , subq_18.third_hop_ds__year AS metric_time__year + , subq_18.third_hop_ds__extract_year AS metric_time__extract_year + , subq_18.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_18.third_hop_ds__extract_month AS metric_time__extract_month + , subq_18.third_hop_ds__extract_day AS metric_time__extract_day + , subq_18.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_18.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_18.customer_third_hop_id + , subq_18.value + , subq_18.customer_third_hop_id__value + , subq_18.third_hop_count + FROM ( + -- Read Elements From Semantic Model 'third_hop_table' + SELECT + third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + , third_hop_table_src_22000.value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_doy + , third_hop_table_src_22000.value AS customer_third_hop_id__value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy + , third_hop_table_src_22000.customer_third_hop_id + FROM ***************************.third_hop_table third_hop_table_src_22000 + ) subq_18 + ) subq_19 + ) subq_20 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['account_id__customer_id__customer_third_hop_id', 'account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_34.account_id__customer_id__customer_third_hop_id + , subq_34.account_id__customer_id__customer_third_hop_id__txn_count + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_33.account_id__customer_id__customer_third_hop_id + , subq_33.txn_count AS account_id__customer_id__customer_third_hop_id__txn_count + FROM ( + -- Aggregate Measures + SELECT + subq_32.account_id__customer_id__customer_third_hop_id + , SUM(subq_32.txn_count) AS txn_count + FROM ( + -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_third_hop_id'] + SELECT + subq_31.account_id__customer_id__customer_third_hop_id + , subq_31.txn_count + FROM ( + -- Join Standard Outputs + SELECT + subq_23.ds_partitioned__day AS ds_partitioned__day + , subq_30.ds_partitioned__day AS account_id__ds_partitioned__day + , subq_23.account_id AS account_id + , subq_30.customer_id__customer_third_hop_id AS account_id__customer_id__customer_third_hop_id + , subq_23.txn_count AS txn_count + FROM ( + -- Pass Only Elements: ['txn_count', 'ds_partitioned__day', 'account_id'] + SELECT + subq_22.ds_partitioned__day + , subq_22.account_id + , subq_22.txn_count + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_21.ds_partitioned__day + , subq_21.ds_partitioned__week + , subq_21.ds_partitioned__month + , subq_21.ds_partitioned__quarter + , subq_21.ds_partitioned__year + , subq_21.ds_partitioned__extract_year + , subq_21.ds_partitioned__extract_quarter + , subq_21.ds_partitioned__extract_month + , subq_21.ds_partitioned__extract_day + , subq_21.ds_partitioned__extract_dow + , subq_21.ds_partitioned__extract_doy + , subq_21.ds__day + , subq_21.ds__week + , subq_21.ds__month + , subq_21.ds__quarter + , subq_21.ds__year + , subq_21.ds__extract_year + , subq_21.ds__extract_quarter + , subq_21.ds__extract_month + , subq_21.ds__extract_day + , subq_21.ds__extract_dow + , subq_21.ds__extract_doy + , subq_21.account_id__ds_partitioned__day + , subq_21.account_id__ds_partitioned__week + , subq_21.account_id__ds_partitioned__month + , subq_21.account_id__ds_partitioned__quarter + , subq_21.account_id__ds_partitioned__year + , subq_21.account_id__ds_partitioned__extract_year + , subq_21.account_id__ds_partitioned__extract_quarter + , subq_21.account_id__ds_partitioned__extract_month + , subq_21.account_id__ds_partitioned__extract_day + , subq_21.account_id__ds_partitioned__extract_dow + , subq_21.account_id__ds_partitioned__extract_doy + , subq_21.account_id__ds__day + , subq_21.account_id__ds__week + , subq_21.account_id__ds__month + , subq_21.account_id__ds__quarter + , subq_21.account_id__ds__year + , subq_21.account_id__ds__extract_year + , subq_21.account_id__ds__extract_quarter + , subq_21.account_id__ds__extract_month + , subq_21.account_id__ds__extract_day + , subq_21.account_id__ds__extract_dow + , subq_21.account_id__ds__extract_doy + , subq_21.ds__day AS metric_time__day + , subq_21.ds__week AS metric_time__week + , subq_21.ds__month AS metric_time__month + , subq_21.ds__quarter AS metric_time__quarter + , subq_21.ds__year AS metric_time__year + , subq_21.ds__extract_year AS metric_time__extract_year + , subq_21.ds__extract_quarter AS metric_time__extract_quarter + , subq_21.ds__extract_month AS metric_time__extract_month + , subq_21.ds__extract_day AS metric_time__extract_day + , subq_21.ds__extract_dow AS metric_time__extract_dow + , subq_21.ds__extract_doy AS metric_time__extract_doy + , subq_21.account_id + , subq_21.account_month + , subq_21.account_id__account_month + , subq_21.txn_count + FROM ( + -- Read Elements From Semantic Model 'account_month_txns' + SELECT + account_month_txns_src_22000.txn_count + , DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', account_month_txns_src_22000.ds) AS ds__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds) AS ds__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds) AS ds__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds) AS ds__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds) AS ds__year + , EXTRACT(year FROM account_month_txns_src_22000.ds) AS ds__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds) AS ds__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds) AS ds__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM account_month_txns_src_22000.ds) AS ds__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds) AS ds__extract_doy + , account_month_txns_src_22000.account_month + , DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__year + , EXTRACT(year FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , DATE_TRUNC('day', account_month_txns_src_22000.ds) AS account_id__ds__day + , DATE_TRUNC('week', account_month_txns_src_22000.ds) AS account_id__ds__week + , DATE_TRUNC('month', account_month_txns_src_22000.ds) AS account_id__ds__month + , DATE_TRUNC('quarter', account_month_txns_src_22000.ds) AS account_id__ds__quarter + , DATE_TRUNC('year', account_month_txns_src_22000.ds) AS account_id__ds__year + , EXTRACT(year FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_year + , EXTRACT(quarter FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_quarter + , EXTRACT(month FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_month + , EXTRACT(day FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_dow + , EXTRACT(doy FROM account_month_txns_src_22000.ds) AS account_id__ds__extract_doy + , account_month_txns_src_22000.account_month AS account_id__account_month + , account_month_txns_src_22000.account_id + FROM ***************************.account_month_txns account_month_txns_src_22000 + ) subq_21 + ) subq_22 + ) subq_23 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['ds_partitioned__day', 'account_id', 'customer_id__customer_third_hop_id'] + SELECT + subq_29.ds_partitioned__day + , subq_29.account_id + , subq_29.customer_id__customer_third_hop_id + FROM ( + -- Join Standard Outputs + SELECT + subq_25.ds_partitioned__day AS ds_partitioned__day + , subq_25.ds_partitioned__week AS ds_partitioned__week + , subq_25.ds_partitioned__month AS ds_partitioned__month + , subq_25.ds_partitioned__quarter AS ds_partitioned__quarter + , subq_25.ds_partitioned__year AS ds_partitioned__year + , subq_25.ds_partitioned__extract_year AS ds_partitioned__extract_year + , subq_25.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter + , subq_25.ds_partitioned__extract_month AS ds_partitioned__extract_month + , subq_25.ds_partitioned__extract_day AS ds_partitioned__extract_day + , subq_25.ds_partitioned__extract_dow AS ds_partitioned__extract_dow + , subq_25.ds_partitioned__extract_doy AS ds_partitioned__extract_doy + , subq_25.account_id__ds_partitioned__day AS account_id__ds_partitioned__day + , subq_25.account_id__ds_partitioned__week AS account_id__ds_partitioned__week + , subq_25.account_id__ds_partitioned__month AS account_id__ds_partitioned__month + , subq_25.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter + , subq_25.account_id__ds_partitioned__year AS account_id__ds_partitioned__year + , subq_25.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year + , subq_25.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter + , subq_25.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month + , subq_25.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day + , subq_25.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow + , subq_25.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy + , subq_25.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day + , subq_25.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week + , subq_25.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month + , subq_25.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter + , subq_25.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year + , subq_25.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year + , subq_25.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter + , subq_25.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month + , subq_25.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day + , subq_25.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow + , subq_25.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy + , subq_25.metric_time__day AS metric_time__day + , subq_25.metric_time__week AS metric_time__week + , subq_25.metric_time__month AS metric_time__month + , subq_25.metric_time__quarter AS metric_time__quarter + , subq_25.metric_time__year AS metric_time__year + , subq_25.metric_time__extract_year AS metric_time__extract_year + , subq_25.metric_time__extract_quarter AS metric_time__extract_quarter + , subq_25.metric_time__extract_month AS metric_time__extract_month + , subq_25.metric_time__extract_day AS metric_time__extract_day + , subq_25.metric_time__extract_dow AS metric_time__extract_dow + , subq_25.metric_time__extract_doy AS metric_time__extract_doy + , subq_28.acquired_ds__day AS customer_id__acquired_ds__day + , subq_28.acquired_ds__week AS customer_id__acquired_ds__week + , subq_28.acquired_ds__month AS customer_id__acquired_ds__month + , subq_28.acquired_ds__quarter AS customer_id__acquired_ds__quarter + , subq_28.acquired_ds__year AS customer_id__acquired_ds__year + , subq_28.acquired_ds__extract_year AS customer_id__acquired_ds__extract_year + , subq_28.acquired_ds__extract_quarter AS customer_id__acquired_ds__extract_quarter + , subq_28.acquired_ds__extract_month AS customer_id__acquired_ds__extract_month + , subq_28.acquired_ds__extract_day AS customer_id__acquired_ds__extract_day + , subq_28.acquired_ds__extract_dow AS customer_id__acquired_ds__extract_dow + , subq_28.acquired_ds__extract_doy AS customer_id__acquired_ds__extract_doy + , subq_28.customer_third_hop_id__acquired_ds__day AS customer_id__customer_third_hop_id__acquired_ds__day + , subq_28.customer_third_hop_id__acquired_ds__week AS customer_id__customer_third_hop_id__acquired_ds__week + , subq_28.customer_third_hop_id__acquired_ds__month AS customer_id__customer_third_hop_id__acquired_ds__month + , subq_28.customer_third_hop_id__acquired_ds__quarter AS customer_id__customer_third_hop_id__acquired_ds__quarter + , subq_28.customer_third_hop_id__acquired_ds__year AS customer_id__customer_third_hop_id__acquired_ds__year + , subq_28.customer_third_hop_id__acquired_ds__extract_year AS customer_id__customer_third_hop_id__acquired_ds__extract_year + , subq_28.customer_third_hop_id__acquired_ds__extract_quarter AS customer_id__customer_third_hop_id__acquired_ds__extract_quarter + , subq_28.customer_third_hop_id__acquired_ds__extract_month AS customer_id__customer_third_hop_id__acquired_ds__extract_month + , subq_28.customer_third_hop_id__acquired_ds__extract_day AS customer_id__customer_third_hop_id__acquired_ds__extract_day + , subq_28.customer_third_hop_id__acquired_ds__extract_dow AS customer_id__customer_third_hop_id__acquired_ds__extract_dow + , subq_28.customer_third_hop_id__acquired_ds__extract_doy AS customer_id__customer_third_hop_id__acquired_ds__extract_doy + , subq_28.metric_time__day AS customer_id__metric_time__day + , subq_28.metric_time__week AS customer_id__metric_time__week + , subq_28.metric_time__month AS customer_id__metric_time__month + , subq_28.metric_time__quarter AS customer_id__metric_time__quarter + , subq_28.metric_time__year AS customer_id__metric_time__year + , subq_28.metric_time__extract_year AS customer_id__metric_time__extract_year + , subq_28.metric_time__extract_quarter AS customer_id__metric_time__extract_quarter + , subq_28.metric_time__extract_month AS customer_id__metric_time__extract_month + , subq_28.metric_time__extract_day AS customer_id__metric_time__extract_day + , subq_28.metric_time__extract_dow AS customer_id__metric_time__extract_dow + , subq_28.metric_time__extract_doy AS customer_id__metric_time__extract_doy + , subq_25.account_id AS account_id + , subq_25.customer_id AS customer_id + , subq_25.account_id__customer_id AS account_id__customer_id + , subq_25.bridge_account__account_id AS bridge_account__account_id + , subq_25.bridge_account__customer_id AS bridge_account__customer_id + , subq_28.customer_third_hop_id AS customer_id__customer_third_hop_id + , subq_28.customer_third_hop_id__customer_id AS customer_id__customer_third_hop_id__customer_id + , subq_25.extra_dim AS extra_dim + , subq_25.account_id__extra_dim AS account_id__extra_dim + , subq_25.bridge_account__extra_dim AS bridge_account__extra_dim + , subq_28.country AS customer_id__country + , subq_28.customer_third_hop_id__country AS customer_id__customer_third_hop_id__country + , subq_25.account_customer_combos AS account_customer_combos + FROM ( + -- Metric Time Dimension 'ds_partitioned' + SELECT + subq_24.ds_partitioned__day + , subq_24.ds_partitioned__week + , subq_24.ds_partitioned__month + , subq_24.ds_partitioned__quarter + , subq_24.ds_partitioned__year + , subq_24.ds_partitioned__extract_year + , subq_24.ds_partitioned__extract_quarter + , subq_24.ds_partitioned__extract_month + , subq_24.ds_partitioned__extract_day + , subq_24.ds_partitioned__extract_dow + , subq_24.ds_partitioned__extract_doy + , subq_24.account_id__ds_partitioned__day + , subq_24.account_id__ds_partitioned__week + , subq_24.account_id__ds_partitioned__month + , subq_24.account_id__ds_partitioned__quarter + , subq_24.account_id__ds_partitioned__year + , subq_24.account_id__ds_partitioned__extract_year + , subq_24.account_id__ds_partitioned__extract_quarter + , subq_24.account_id__ds_partitioned__extract_month + , subq_24.account_id__ds_partitioned__extract_day + , subq_24.account_id__ds_partitioned__extract_dow + , subq_24.account_id__ds_partitioned__extract_doy + , subq_24.bridge_account__ds_partitioned__day + , subq_24.bridge_account__ds_partitioned__week + , subq_24.bridge_account__ds_partitioned__month + , subq_24.bridge_account__ds_partitioned__quarter + , subq_24.bridge_account__ds_partitioned__year + , subq_24.bridge_account__ds_partitioned__extract_year + , subq_24.bridge_account__ds_partitioned__extract_quarter + , subq_24.bridge_account__ds_partitioned__extract_month + , subq_24.bridge_account__ds_partitioned__extract_day + , subq_24.bridge_account__ds_partitioned__extract_dow + , subq_24.bridge_account__ds_partitioned__extract_doy + , subq_24.ds_partitioned__day AS metric_time__day + , subq_24.ds_partitioned__week AS metric_time__week + , subq_24.ds_partitioned__month AS metric_time__month + , subq_24.ds_partitioned__quarter AS metric_time__quarter + , subq_24.ds_partitioned__year AS metric_time__year + , subq_24.ds_partitioned__extract_year AS metric_time__extract_year + , subq_24.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_24.ds_partitioned__extract_month AS metric_time__extract_month + , subq_24.ds_partitioned__extract_day AS metric_time__extract_day + , subq_24.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_24.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_24.account_id + , subq_24.customer_id + , subq_24.account_id__customer_id + , subq_24.bridge_account__account_id + , subq_24.bridge_account__customer_id + , subq_24.extra_dim + , subq_24.account_id__extra_dim + , subq_24.bridge_account__extra_dim + , subq_24.account_customer_combos + FROM ( + -- Read Elements From Semantic Model 'bridge_table' + SELECT + account_id || customer_id AS account_customer_combos + , bridge_table_src_22000.extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS account_id__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy + , bridge_table_src_22000.account_id + , bridge_table_src_22000.customer_id + , bridge_table_src_22000.customer_id AS account_id__customer_id + , bridge_table_src_22000.account_id AS bridge_account__account_id + , bridge_table_src_22000.customer_id AS bridge_account__customer_id + FROM ***************************.bridge_table bridge_table_src_22000 + ) subq_24 + ) subq_25 + LEFT OUTER JOIN ( + -- Pass Only Elements: [ + -- 'country', + -- 'customer_id__country', + -- 'customer_third_hop_id__country', + -- 'acquired_ds__day', + -- 'acquired_ds__week', + -- 'acquired_ds__month', + -- 'acquired_ds__quarter', + -- 'acquired_ds__year', + -- 'acquired_ds__extract_year', + -- 'acquired_ds__extract_quarter', + -- 'acquired_ds__extract_month', + -- 'acquired_ds__extract_day', + -- 'acquired_ds__extract_dow', + -- 'acquired_ds__extract_doy', + -- 'customer_id__acquired_ds__day', + -- 'customer_id__acquired_ds__week', + -- 'customer_id__acquired_ds__month', + -- 'customer_id__acquired_ds__quarter', + -- 'customer_id__acquired_ds__year', + -- 'customer_id__acquired_ds__extract_year', + -- 'customer_id__acquired_ds__extract_quarter', + -- 'customer_id__acquired_ds__extract_month', + -- 'customer_id__acquired_ds__extract_day', + -- 'customer_id__acquired_ds__extract_dow', + -- 'customer_id__acquired_ds__extract_doy', + -- 'customer_third_hop_id__acquired_ds__day', + -- 'customer_third_hop_id__acquired_ds__week', + -- 'customer_third_hop_id__acquired_ds__month', + -- 'customer_third_hop_id__acquired_ds__quarter', + -- 'customer_third_hop_id__acquired_ds__year', + -- 'customer_third_hop_id__acquired_ds__extract_year', + -- 'customer_third_hop_id__acquired_ds__extract_quarter', + -- 'customer_third_hop_id__acquired_ds__extract_month', + -- 'customer_third_hop_id__acquired_ds__extract_day', + -- 'customer_third_hop_id__acquired_ds__extract_dow', + -- 'customer_third_hop_id__acquired_ds__extract_doy', + -- 'metric_time__day', + -- 'metric_time__week', + -- 'metric_time__month', + -- 'metric_time__quarter', + -- 'metric_time__year', + -- 'metric_time__extract_year', + -- 'metric_time__extract_quarter', + -- 'metric_time__extract_month', + -- 'metric_time__extract_day', + -- 'metric_time__extract_dow', + -- 'metric_time__extract_doy', + -- 'customer_id', + -- 'customer_third_hop_id', + -- 'customer_id__customer_third_hop_id', + -- 'customer_third_hop_id__customer_id', + -- ] + SELECT + subq_27.acquired_ds__day + , subq_27.acquired_ds__week + , subq_27.acquired_ds__month + , subq_27.acquired_ds__quarter + , subq_27.acquired_ds__year + , subq_27.acquired_ds__extract_year + , subq_27.acquired_ds__extract_quarter + , subq_27.acquired_ds__extract_month + , subq_27.acquired_ds__extract_day + , subq_27.acquired_ds__extract_dow + , subq_27.acquired_ds__extract_doy + , subq_27.customer_id__acquired_ds__day + , subq_27.customer_id__acquired_ds__week + , subq_27.customer_id__acquired_ds__month + , subq_27.customer_id__acquired_ds__quarter + , subq_27.customer_id__acquired_ds__year + , subq_27.customer_id__acquired_ds__extract_year + , subq_27.customer_id__acquired_ds__extract_quarter + , subq_27.customer_id__acquired_ds__extract_month + , subq_27.customer_id__acquired_ds__extract_day + , subq_27.customer_id__acquired_ds__extract_dow + , subq_27.customer_id__acquired_ds__extract_doy + , subq_27.customer_third_hop_id__acquired_ds__day + , subq_27.customer_third_hop_id__acquired_ds__week + , subq_27.customer_third_hop_id__acquired_ds__month + , subq_27.customer_third_hop_id__acquired_ds__quarter + , subq_27.customer_third_hop_id__acquired_ds__year + , subq_27.customer_third_hop_id__acquired_ds__extract_year + , subq_27.customer_third_hop_id__acquired_ds__extract_quarter + , subq_27.customer_third_hop_id__acquired_ds__extract_month + , subq_27.customer_third_hop_id__acquired_ds__extract_day + , subq_27.customer_third_hop_id__acquired_ds__extract_dow + , subq_27.customer_third_hop_id__acquired_ds__extract_doy + , subq_27.metric_time__day + , subq_27.metric_time__week + , subq_27.metric_time__month + , subq_27.metric_time__quarter + , subq_27.metric_time__year + , subq_27.metric_time__extract_year + , subq_27.metric_time__extract_quarter + , subq_27.metric_time__extract_month + , subq_27.metric_time__extract_day + , subq_27.metric_time__extract_dow + , subq_27.metric_time__extract_doy + , subq_27.customer_id + , subq_27.customer_third_hop_id + , subq_27.customer_id__customer_third_hop_id + , subq_27.customer_third_hop_id__customer_id + , subq_27.country + , subq_27.customer_id__country + , subq_27.customer_third_hop_id__country + FROM ( + -- Metric Time Dimension 'acquired_ds' + SELECT + subq_26.acquired_ds__day + , subq_26.acquired_ds__week + , subq_26.acquired_ds__month + , subq_26.acquired_ds__quarter + , subq_26.acquired_ds__year + , subq_26.acquired_ds__extract_year + , subq_26.acquired_ds__extract_quarter + , subq_26.acquired_ds__extract_month + , subq_26.acquired_ds__extract_day + , subq_26.acquired_ds__extract_dow + , subq_26.acquired_ds__extract_doy + , subq_26.customer_id__acquired_ds__day + , subq_26.customer_id__acquired_ds__week + , subq_26.customer_id__acquired_ds__month + , subq_26.customer_id__acquired_ds__quarter + , subq_26.customer_id__acquired_ds__year + , subq_26.customer_id__acquired_ds__extract_year + , subq_26.customer_id__acquired_ds__extract_quarter + , subq_26.customer_id__acquired_ds__extract_month + , subq_26.customer_id__acquired_ds__extract_day + , subq_26.customer_id__acquired_ds__extract_dow + , subq_26.customer_id__acquired_ds__extract_doy + , subq_26.customer_third_hop_id__acquired_ds__day + , subq_26.customer_third_hop_id__acquired_ds__week + , subq_26.customer_third_hop_id__acquired_ds__month + , subq_26.customer_third_hop_id__acquired_ds__quarter + , subq_26.customer_third_hop_id__acquired_ds__year + , subq_26.customer_third_hop_id__acquired_ds__extract_year + , subq_26.customer_third_hop_id__acquired_ds__extract_quarter + , subq_26.customer_third_hop_id__acquired_ds__extract_month + , subq_26.customer_third_hop_id__acquired_ds__extract_day + , subq_26.customer_third_hop_id__acquired_ds__extract_dow + , subq_26.customer_third_hop_id__acquired_ds__extract_doy + , subq_26.acquired_ds__day AS metric_time__day + , subq_26.acquired_ds__week AS metric_time__week + , subq_26.acquired_ds__month AS metric_time__month + , subq_26.acquired_ds__quarter AS metric_time__quarter + , subq_26.acquired_ds__year AS metric_time__year + , subq_26.acquired_ds__extract_year AS metric_time__extract_year + , subq_26.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_26.acquired_ds__extract_month AS metric_time__extract_month + , subq_26.acquired_ds__extract_day AS metric_time__extract_day + , subq_26.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_26.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_26.customer_id + , subq_26.customer_third_hop_id + , subq_26.customer_id__customer_third_hop_id + , subq_26.customer_third_hop_id__customer_id + , subq_26.country + , subq_26.customer_id__country + , subq_26.customer_third_hop_id__country + , subq_26.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_26 + ) subq_27 + ) subq_28 + ON + subq_25.customer_id = subq_28.customer_id + ) subq_29 + ) subq_30 + ON + ( + subq_23.account_id = subq_30.account_id + ) AND ( + subq_23.ds_partitioned__day = subq_30.ds_partitioned__day + ) + ) subq_31 + ) subq_32 + GROUP BY + subq_32.account_id__customer_id__customer_third_hop_id + ) subq_33 + ) subq_34 + ) subq_35 + ON + subq_20.customer_third_hop_id = subq_35.account_id__customer_id__customer_third_hop_id + ) subq_36 + ) subq_37 + WHERE customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count > 2 + ) subq_38 + ) subq_39 +) subq_40 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_multi_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_multi_hop__plan0_optimized.sql new file mode 100644 index 0000000000..d195b8867f --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_multi_hop__plan0_optimized.sql @@ -0,0 +1,49 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['third_hop_count',] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + COUNT(DISTINCT third_hop_count) AS third_hop_count +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_58.account_id__customer_id__customer_third_hop_id__txn_count AS customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count + , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + FROM ***************************.third_hop_table third_hop_table_src_22000 + LEFT OUTER JOIN ( + -- Join Standard Outputs + -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_third_hop_id'] + -- Aggregate Measures + -- Compute Metrics via Expressions + -- Pass Only Elements: ['account_id__customer_id__customer_third_hop_id', 'account_id__customer_id__customer_third_hop_id__txn_count'] + SELECT + subq_53.customer_id__customer_third_hop_id AS account_id__customer_id__customer_third_hop_id + , SUM(account_month_txns_src_22000.txn_count) AS account_id__customer_id__customer_third_hop_id__txn_count + FROM ***************************.account_month_txns account_month_txns_src_22000 + LEFT OUTER JOIN ( + -- Join Standard Outputs + -- Pass Only Elements: ['ds_partitioned__day', 'account_id', 'customer_id__customer_third_hop_id'] + SELECT + DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day + , bridge_table_src_22000.account_id AS account_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + FROM ***************************.bridge_table bridge_table_src_22000 + LEFT OUTER JOIN + ***************************.customer_other_data customer_other_data_src_22000 + ON + bridge_table_src_22000.customer_id = customer_other_data_src_22000.customer_id + ) subq_53 + ON + ( + account_month_txns_src_22000.account_id = subq_53.account_id + ) AND ( + DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) = subq_53.ds_partitioned__day + ) + GROUP BY + subq_53.customer_id__customer_third_hop_id + ) subq_58 + ON + third_hop_table_src_22000.customer_third_hop_id = subq_58.account_id__customer_id__customer_third_hop_id +) subq_60 +WHERE customer_third_hop_id__account_id__customer_id__customer_third_hop_id__txn_count > 2 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0.sql new file mode 100644 index 0000000000..12899f47dc --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0.sql @@ -0,0 +1,257 @@ +-- Compute Metrics via Expressions +SELECT + subq_21.third_hop_count +FROM ( + -- Aggregate Measures + SELECT + COUNT(DISTINCT subq_20.third_hop_count) AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count',] + SELECT + subq_19.third_hop_count + FROM ( + -- Constrain Output with WHERE + SELECT + subq_18.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_18.third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_17.customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_17.third_hop_count + FROM ( + -- Join Standard Outputs + SELECT + subq_8.customer_third_hop_id AS customer_third_hop_id + , subq_16.customer_id__customer_third_hop_id AS customer_third_hop_id__customer_id__customer_third_hop_id + , subq_16.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , subq_8.third_hop_count AS third_hop_count + FROM ( + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id'] + SELECT + subq_7.customer_third_hop_id + , subq_7.third_hop_count + FROM ( + -- Metric Time Dimension 'third_hop_ds' + SELECT + subq_6.third_hop_ds__day + , subq_6.third_hop_ds__week + , subq_6.third_hop_ds__month + , subq_6.third_hop_ds__quarter + , subq_6.third_hop_ds__year + , subq_6.third_hop_ds__extract_year + , subq_6.third_hop_ds__extract_quarter + , subq_6.third_hop_ds__extract_month + , subq_6.third_hop_ds__extract_day + , subq_6.third_hop_ds__extract_dow + , subq_6.third_hop_ds__extract_doy + , subq_6.customer_third_hop_id__third_hop_ds__day + , subq_6.customer_third_hop_id__third_hop_ds__week + , subq_6.customer_third_hop_id__third_hop_ds__month + , subq_6.customer_third_hop_id__third_hop_ds__quarter + , subq_6.customer_third_hop_id__third_hop_ds__year + , subq_6.customer_third_hop_id__third_hop_ds__extract_year + , subq_6.customer_third_hop_id__third_hop_ds__extract_quarter + , subq_6.customer_third_hop_id__third_hop_ds__extract_month + , subq_6.customer_third_hop_id__third_hop_ds__extract_day + , subq_6.customer_third_hop_id__third_hop_ds__extract_dow + , subq_6.customer_third_hop_id__third_hop_ds__extract_doy + , subq_6.third_hop_ds__day AS metric_time__day + , subq_6.third_hop_ds__week AS metric_time__week + , subq_6.third_hop_ds__month AS metric_time__month + , subq_6.third_hop_ds__quarter AS metric_time__quarter + , subq_6.third_hop_ds__year AS metric_time__year + , subq_6.third_hop_ds__extract_year AS metric_time__extract_year + , subq_6.third_hop_ds__extract_quarter AS metric_time__extract_quarter + , subq_6.third_hop_ds__extract_month AS metric_time__extract_month + , subq_6.third_hop_ds__extract_day AS metric_time__extract_day + , subq_6.third_hop_ds__extract_dow AS metric_time__extract_dow + , subq_6.third_hop_ds__extract_doy AS metric_time__extract_doy + , subq_6.customer_third_hop_id + , subq_6.value + , subq_6.customer_third_hop_id__value + , subq_6.third_hop_count + FROM ( + -- Read Elements From Semantic Model 'third_hop_table' + SELECT + third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + , third_hop_table_src_22000.value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS third_hop_ds__extract_doy + , third_hop_table_src_22000.value AS customer_third_hop_id__value + , DATE_TRUNC('day', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__day + , DATE_TRUNC('week', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__week + , DATE_TRUNC('month', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__month + , DATE_TRUNC('quarter', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__quarter + , DATE_TRUNC('year', third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__year + , EXTRACT(year FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_year + , EXTRACT(quarter FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_quarter + , EXTRACT(month FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_month + , EXTRACT(day FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_dow + , EXTRACT(doy FROM third_hop_table_src_22000.third_hop_ds) AS customer_third_hop_id__third_hop_ds__extract_doy + , third_hop_table_src_22000.customer_third_hop_id + FROM ***************************.third_hop_table third_hop_table_src_22000 + ) subq_6 + ) subq_7 + ) subq_8 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_15.customer_id__customer_third_hop_id + , subq_15.customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_14.customer_id__customer_third_hop_id + , subq_14.customers_with_other_data AS customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Aggregate Measures + SELECT + subq_13.customer_id__customer_third_hop_id + , SUM(subq_13.customers_with_other_data) AS customers_with_other_data + FROM ( + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] + SELECT + subq_12.customer_id__customer_third_hop_id + , subq_12.customers_with_other_data + FROM ( + -- Constrain Output with WHERE + SELECT + subq_11.customer_id__customer_third_hop_id + , subq_11.customer_id__country + , subq_11.customers_with_other_data + FROM ( + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] + SELECT + subq_10.customer_id__customer_third_hop_id + , subq_10.customer_id__country + , subq_10.customers_with_other_data + FROM ( + -- Metric Time Dimension 'acquired_ds' + SELECT + subq_9.acquired_ds__day + , subq_9.acquired_ds__week + , subq_9.acquired_ds__month + , subq_9.acquired_ds__quarter + , subq_9.acquired_ds__year + , subq_9.acquired_ds__extract_year + , subq_9.acquired_ds__extract_quarter + , subq_9.acquired_ds__extract_month + , subq_9.acquired_ds__extract_day + , subq_9.acquired_ds__extract_dow + , subq_9.acquired_ds__extract_doy + , subq_9.customer_id__acquired_ds__day + , subq_9.customer_id__acquired_ds__week + , subq_9.customer_id__acquired_ds__month + , subq_9.customer_id__acquired_ds__quarter + , subq_9.customer_id__acquired_ds__year + , subq_9.customer_id__acquired_ds__extract_year + , subq_9.customer_id__acquired_ds__extract_quarter + , subq_9.customer_id__acquired_ds__extract_month + , subq_9.customer_id__acquired_ds__extract_day + , subq_9.customer_id__acquired_ds__extract_dow + , subq_9.customer_id__acquired_ds__extract_doy + , subq_9.customer_third_hop_id__acquired_ds__day + , subq_9.customer_third_hop_id__acquired_ds__week + , subq_9.customer_third_hop_id__acquired_ds__month + , subq_9.customer_third_hop_id__acquired_ds__quarter + , subq_9.customer_third_hop_id__acquired_ds__year + , subq_9.customer_third_hop_id__acquired_ds__extract_year + , subq_9.customer_third_hop_id__acquired_ds__extract_quarter + , subq_9.customer_third_hop_id__acquired_ds__extract_month + , subq_9.customer_third_hop_id__acquired_ds__extract_day + , subq_9.customer_third_hop_id__acquired_ds__extract_dow + , subq_9.customer_third_hop_id__acquired_ds__extract_doy + , subq_9.acquired_ds__day AS metric_time__day + , subq_9.acquired_ds__week AS metric_time__week + , subq_9.acquired_ds__month AS metric_time__month + , subq_9.acquired_ds__quarter AS metric_time__quarter + , subq_9.acquired_ds__year AS metric_time__year + , subq_9.acquired_ds__extract_year AS metric_time__extract_year + , subq_9.acquired_ds__extract_quarter AS metric_time__extract_quarter + , subq_9.acquired_ds__extract_month AS metric_time__extract_month + , subq_9.acquired_ds__extract_day AS metric_time__extract_day + , subq_9.acquired_ds__extract_dow AS metric_time__extract_dow + , subq_9.acquired_ds__extract_doy AS metric_time__extract_doy + , subq_9.customer_id + , subq_9.customer_third_hop_id + , subq_9.customer_id__customer_third_hop_id + , subq_9.customer_third_hop_id__customer_id + , subq_9.country + , subq_9.customer_id__country + , subq_9.customer_third_hop_id__country + , subq_9.customers_with_other_data + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + SELECT + 1 AS customers_with_other_data + , customer_other_data_src_22000.country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_id__acquired_ds__extract_doy + , customer_other_data_src_22000.country AS customer_third_hop_id__country + , DATE_TRUNC('day', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__day + , DATE_TRUNC('week', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__week + , DATE_TRUNC('month', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__month + , DATE_TRUNC('quarter', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__quarter + , DATE_TRUNC('year', customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__year + , EXTRACT(year FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_year + , EXTRACT(quarter FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_quarter + , EXTRACT(month FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_month + , EXTRACT(day FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_dow + , EXTRACT(doy FROM customer_other_data_src_22000.acquired_ds) AS customer_third_hop_id__acquired_ds__extract_doy + , customer_other_data_src_22000.customer_id + , customer_other_data_src_22000.customer_third_hop_id + , customer_other_data_src_22000.customer_third_hop_id AS customer_id__customer_third_hop_id + , customer_other_data_src_22000.customer_id AS customer_third_hop_id__customer_id + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_9 + ) subq_10 + ) subq_11 + WHERE customer_id__country = 'paraguay' + ) subq_12 + ) subq_13 + GROUP BY + subq_13.customer_id__customer_third_hop_id + ) subq_14 + ) subq_15 + ) subq_16 + ON + subq_8.customer_third_hop_id = subq_16.customer_id__customer_third_hop_id + ) subq_17 + ) subq_18 + WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 + ) subq_19 + ) subq_20 +) subq_21 diff --git a/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0_optimized.sql b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0_optimized.sql new file mode 100644 index 0000000000..2ad52ec04c --- /dev/null +++ b/tests_metricflow/snapshots/test_metric_filter_rendering.py/SqlQueryPlan/Trino/test_inner_query_single_hop__plan0_optimized.sql @@ -0,0 +1,40 @@ +-- Constrain Output with WHERE +-- Pass Only Elements: ['third_hop_count',] +-- Aggregate Measures +-- Compute Metrics via Expressions +SELECT + COUNT(DISTINCT third_hop_count) AS third_hop_count +FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['third_hop_count', 'customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + subq_32.customer_id__customer_third_hop_id__paraguayan_customers AS customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers + , third_hop_table_src_22000.customer_third_hop_id AS third_hop_count + FROM ***************************.third_hop_table third_hop_table_src_22000 + LEFT OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__customer_third_hop_id'] + -- Aggregate Measures + -- Compute Metrics via Expressions + -- Pass Only Elements: ['customer_id__customer_third_hop_id', 'customer_id__customer_third_hop_id__paraguayan_customers'] + SELECT + customer_id__customer_third_hop_id + , SUM(customers_with_other_data) AS customer_id__customer_third_hop_id__paraguayan_customers + FROM ( + -- Read Elements From Semantic Model 'customer_other_data' + -- Metric Time Dimension 'acquired_ds' + -- Pass Only Elements: ['customers_with_other_data', 'customer_id__country', 'customer_id__customer_third_hop_id'] + SELECT + customer_third_hop_id AS customer_id__customer_third_hop_id + , country AS customer_id__country + , 1 AS customers_with_other_data + FROM ***************************.customer_other_data customer_other_data_src_22000 + ) subq_27 + WHERE customer_id__country = 'paraguay' + GROUP BY + customer_id__customer_third_hop_id + ) subq_32 + ON + third_hop_table_src_22000.customer_third_hop_id = subq_32.customer_id__customer_third_hop_id +) subq_34 +WHERE customer_third_hop_id__customer_id__customer_third_hop_id__paraguayan_customers > 0 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_multihop_node__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_multihop_node__plan0.sql index de6661cb11..7ba2ceaf5f 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_multihop_node__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_multihop_node__plan0.sql @@ -1,93 +1,93 @@ -- Compute Metrics via Expressions SELECT - subq_13.account_id__customer_id__customer_name - , subq_13.txn_count + subq_17.account_id__customer_id__customer_name + , subq_17.txn_count FROM ( -- Aggregate Measures SELECT - subq_12.account_id__customer_id__customer_name - , SUM(subq_12.txn_count) AS txn_count + subq_16.account_id__customer_id__customer_name + , SUM(subq_16.txn_count) AS txn_count FROM ( -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_name'] SELECT - subq_11.account_id__customer_id__customer_name - , subq_11.txn_count + subq_15.account_id__customer_id__customer_name + , subq_15.txn_count FROM ( -- Join Standard Outputs SELECT - subq_5.ds_partitioned__day AS ds_partitioned__day - , subq_10.ds_partitioned__day AS account_id__ds_partitioned__day - , subq_5.account_id AS account_id - , subq_10.customer_id__customer_name AS account_id__customer_id__customer_name - , subq_5.txn_count AS txn_count + subq_7.ds_partitioned__day AS ds_partitioned__day + , subq_14.ds_partitioned__day AS account_id__ds_partitioned__day + , subq_7.account_id AS account_id + , subq_14.customer_id__customer_name AS account_id__customer_id__customer_name + , subq_7.txn_count AS txn_count FROM ( -- Pass Only Elements: ['txn_count', 'ds_partitioned__day', 'account_id'] SELECT - subq_4.ds_partitioned__day - , subq_4.account_id - , subq_4.txn_count + subq_6.ds_partitioned__day + , subq_6.account_id + , subq_6.txn_count FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds_partitioned__day - , subq_3.ds_partitioned__week - , subq_3.ds_partitioned__month - , subq_3.ds_partitioned__quarter - , subq_3.ds_partitioned__year - , subq_3.ds_partitioned__extract_year - , subq_3.ds_partitioned__extract_quarter - , subq_3.ds_partitioned__extract_month - , subq_3.ds_partitioned__extract_day - , subq_3.ds_partitioned__extract_dow - , subq_3.ds_partitioned__extract_doy - , subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.account_id__ds_partitioned__day - , subq_3.account_id__ds_partitioned__week - , subq_3.account_id__ds_partitioned__month - , subq_3.account_id__ds_partitioned__quarter - , subq_3.account_id__ds_partitioned__year - , subq_3.account_id__ds_partitioned__extract_year - , subq_3.account_id__ds_partitioned__extract_quarter - , subq_3.account_id__ds_partitioned__extract_month - , subq_3.account_id__ds_partitioned__extract_day - , subq_3.account_id__ds_partitioned__extract_dow - , subq_3.account_id__ds_partitioned__extract_doy - , subq_3.account_id__ds__day - , subq_3.account_id__ds__week - , subq_3.account_id__ds__month - , subq_3.account_id__ds__quarter - , subq_3.account_id__ds__year - , subq_3.account_id__ds__extract_year - , subq_3.account_id__ds__extract_quarter - , subq_3.account_id__ds__extract_month - , subq_3.account_id__ds__extract_day - , subq_3.account_id__ds__extract_dow - , subq_3.account_id__ds__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy - , subq_3.account_id - , subq_3.account_month - , subq_3.account_id__account_month - , subq_3.txn_count + subq_5.ds_partitioned__day + , subq_5.ds_partitioned__week + , subq_5.ds_partitioned__month + , subq_5.ds_partitioned__quarter + , subq_5.ds_partitioned__year + , subq_5.ds_partitioned__extract_year + , subq_5.ds_partitioned__extract_quarter + , subq_5.ds_partitioned__extract_month + , subq_5.ds_partitioned__extract_day + , subq_5.ds_partitioned__extract_dow + , subq_5.ds_partitioned__extract_doy + , subq_5.ds__day + , subq_5.ds__week + , subq_5.ds__month + , subq_5.ds__quarter + , subq_5.ds__year + , subq_5.ds__extract_year + , subq_5.ds__extract_quarter + , subq_5.ds__extract_month + , subq_5.ds__extract_day + , subq_5.ds__extract_dow + , subq_5.ds__extract_doy + , subq_5.account_id__ds_partitioned__day + , subq_5.account_id__ds_partitioned__week + , subq_5.account_id__ds_partitioned__month + , subq_5.account_id__ds_partitioned__quarter + , subq_5.account_id__ds_partitioned__year + , subq_5.account_id__ds_partitioned__extract_year + , subq_5.account_id__ds_partitioned__extract_quarter + , subq_5.account_id__ds_partitioned__extract_month + , subq_5.account_id__ds_partitioned__extract_day + , subq_5.account_id__ds_partitioned__extract_dow + , subq_5.account_id__ds_partitioned__extract_doy + , subq_5.account_id__ds__day + , subq_5.account_id__ds__week + , subq_5.account_id__ds__month + , subq_5.account_id__ds__quarter + , subq_5.account_id__ds__year + , subq_5.account_id__ds__extract_year + , subq_5.account_id__ds__extract_quarter + , subq_5.account_id__ds__extract_month + , subq_5.account_id__ds__extract_day + , subq_5.account_id__ds__extract_dow + , subq_5.account_id__ds__extract_doy + , subq_5.ds__day AS metric_time__day + , subq_5.ds__week AS metric_time__week + , subq_5.ds__month AS metric_time__month + , subq_5.ds__quarter AS metric_time__quarter + , subq_5.ds__year AS metric_time__year + , subq_5.ds__extract_year AS metric_time__extract_year + , subq_5.ds__extract_quarter AS metric_time__extract_quarter + , subq_5.ds__extract_month AS metric_time__extract_month + , subq_5.ds__extract_day AS metric_time__extract_day + , subq_5.ds__extract_dow AS metric_time__extract_dow + , subq_5.ds__extract_doy AS metric_time__extract_doy + , subq_5.account_id + , subq_5.account_month + , subq_5.account_id__account_month + , subq_5.txn_count FROM ( -- Read Elements From Semantic Model 'account_month_txns' SELECT @@ -140,118 +140,199 @@ FROM ( , account_month_txns_src_22000.account_month AS account_id__account_month , account_month_txns_src_22000.account_id FROM ***************************.account_month_txns account_month_txns_src_22000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_5 + ) subq_6 + ) subq_7 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_name', 'ds_partitioned__day', 'account_id'] SELECT - subq_9.ds_partitioned__day - , subq_9.account_id - , subq_9.customer_id__customer_name + subq_13.ds_partitioned__day + , subq_13.account_id + , subq_13.customer_id__customer_name FROM ( -- Join Standard Outputs SELECT - subq_6.ds_partitioned__day AS ds_partitioned__day - , subq_6.ds_partitioned__week AS ds_partitioned__week - , subq_6.ds_partitioned__month AS ds_partitioned__month - , subq_6.ds_partitioned__quarter AS ds_partitioned__quarter - , subq_6.ds_partitioned__year AS ds_partitioned__year - , subq_6.ds_partitioned__extract_year AS ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month AS ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day AS ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow AS ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy AS ds_partitioned__extract_doy - , subq_6.account_id__ds_partitioned__day AS account_id__ds_partitioned__day - , subq_6.account_id__ds_partitioned__week AS account_id__ds_partitioned__week - , subq_6.account_id__ds_partitioned__month AS account_id__ds_partitioned__month - , subq_6.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter - , subq_6.account_id__ds_partitioned__year AS account_id__ds_partitioned__year - , subq_6.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year - , subq_6.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter - , subq_6.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month - , subq_6.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day - , subq_6.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow - , subq_6.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy - , subq_6.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day - , subq_6.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week - , subq_6.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month - , subq_6.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter - , subq_6.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year - , subq_6.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year - , subq_6.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter - , subq_6.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month - , subq_6.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day - , subq_6.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow - , subq_6.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy - , subq_8.ds_partitioned__day AS customer_id__ds_partitioned__day - , subq_8.ds_partitioned__week AS customer_id__ds_partitioned__week - , subq_8.ds_partitioned__month AS customer_id__ds_partitioned__month - , subq_8.ds_partitioned__quarter AS customer_id__ds_partitioned__quarter - , subq_8.ds_partitioned__year AS customer_id__ds_partitioned__year - , subq_8.ds_partitioned__extract_year AS customer_id__ds_partitioned__extract_year - , subq_8.ds_partitioned__extract_quarter AS customer_id__ds_partitioned__extract_quarter - , subq_8.ds_partitioned__extract_month AS customer_id__ds_partitioned__extract_month - , subq_8.ds_partitioned__extract_day AS customer_id__ds_partitioned__extract_day - , subq_8.ds_partitioned__extract_dow AS customer_id__ds_partitioned__extract_dow - , subq_8.ds_partitioned__extract_doy AS customer_id__ds_partitioned__extract_doy - , subq_6.account_id AS account_id - , subq_6.customer_id AS customer_id - , subq_6.account_id__customer_id AS account_id__customer_id - , subq_6.bridge_account__account_id AS bridge_account__account_id - , subq_6.bridge_account__customer_id AS bridge_account__customer_id - , subq_6.extra_dim AS extra_dim - , subq_6.account_id__extra_dim AS account_id__extra_dim - , subq_6.bridge_account__extra_dim AS bridge_account__extra_dim - , subq_8.customer_name AS customer_id__customer_name - , subq_8.customer_atomic_weight AS customer_id__customer_atomic_weight + subq_9.ds_partitioned__day AS ds_partitioned__day + , subq_9.ds_partitioned__week AS ds_partitioned__week + , subq_9.ds_partitioned__month AS ds_partitioned__month + , subq_9.ds_partitioned__quarter AS ds_partitioned__quarter + , subq_9.ds_partitioned__year AS ds_partitioned__year + , subq_9.ds_partitioned__extract_year AS ds_partitioned__extract_year + , subq_9.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter + , subq_9.ds_partitioned__extract_month AS ds_partitioned__extract_month + , subq_9.ds_partitioned__extract_day AS ds_partitioned__extract_day + , subq_9.ds_partitioned__extract_dow AS ds_partitioned__extract_dow + , subq_9.ds_partitioned__extract_doy AS ds_partitioned__extract_doy + , subq_9.account_id__ds_partitioned__day AS account_id__ds_partitioned__day + , subq_9.account_id__ds_partitioned__week AS account_id__ds_partitioned__week + , subq_9.account_id__ds_partitioned__month AS account_id__ds_partitioned__month + , subq_9.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter + , subq_9.account_id__ds_partitioned__year AS account_id__ds_partitioned__year + , subq_9.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year + , subq_9.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter + , subq_9.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month + , subq_9.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day + , subq_9.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow + , subq_9.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy + , subq_9.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day + , subq_9.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week + , subq_9.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month + , subq_9.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter + , subq_9.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year + , subq_9.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year + , subq_9.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter + , subq_9.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month + , subq_9.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day + , subq_9.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow + , subq_9.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy + , subq_9.metric_time__day AS metric_time__day + , subq_9.metric_time__week AS metric_time__week + , subq_9.metric_time__month AS metric_time__month + , subq_9.metric_time__quarter AS metric_time__quarter + , subq_9.metric_time__year AS metric_time__year + , subq_9.metric_time__extract_year AS metric_time__extract_year + , subq_9.metric_time__extract_quarter AS metric_time__extract_quarter + , subq_9.metric_time__extract_month AS metric_time__extract_month + , subq_9.metric_time__extract_day AS metric_time__extract_day + , subq_9.metric_time__extract_dow AS metric_time__extract_dow + , subq_9.metric_time__extract_doy AS metric_time__extract_doy + , subq_12.ds_partitioned__day AS customer_id__ds_partitioned__day + , subq_12.ds_partitioned__week AS customer_id__ds_partitioned__week + , subq_12.ds_partitioned__month AS customer_id__ds_partitioned__month + , subq_12.ds_partitioned__quarter AS customer_id__ds_partitioned__quarter + , subq_12.ds_partitioned__year AS customer_id__ds_partitioned__year + , subq_12.ds_partitioned__extract_year AS customer_id__ds_partitioned__extract_year + , subq_12.ds_partitioned__extract_quarter AS customer_id__ds_partitioned__extract_quarter + , subq_12.ds_partitioned__extract_month AS customer_id__ds_partitioned__extract_month + , subq_12.ds_partitioned__extract_day AS customer_id__ds_partitioned__extract_day + , subq_12.ds_partitioned__extract_dow AS customer_id__ds_partitioned__extract_dow + , subq_12.ds_partitioned__extract_doy AS customer_id__ds_partitioned__extract_doy + , subq_12.metric_time__day AS customer_id__metric_time__day + , subq_12.metric_time__week AS customer_id__metric_time__week + , subq_12.metric_time__month AS customer_id__metric_time__month + , subq_12.metric_time__quarter AS customer_id__metric_time__quarter + , subq_12.metric_time__year AS customer_id__metric_time__year + , subq_12.metric_time__extract_year AS customer_id__metric_time__extract_year + , subq_12.metric_time__extract_quarter AS customer_id__metric_time__extract_quarter + , subq_12.metric_time__extract_month AS customer_id__metric_time__extract_month + , subq_12.metric_time__extract_day AS customer_id__metric_time__extract_day + , subq_12.metric_time__extract_dow AS customer_id__metric_time__extract_dow + , subq_12.metric_time__extract_doy AS customer_id__metric_time__extract_doy + , subq_9.account_id AS account_id + , subq_9.customer_id AS customer_id + , subq_9.account_id__customer_id AS account_id__customer_id + , subq_9.bridge_account__account_id AS bridge_account__account_id + , subq_9.bridge_account__customer_id AS bridge_account__customer_id + , subq_9.extra_dim AS extra_dim + , subq_9.account_id__extra_dim AS account_id__extra_dim + , subq_9.bridge_account__extra_dim AS bridge_account__extra_dim + , subq_12.customer_name AS customer_id__customer_name + , subq_12.customer_atomic_weight AS customer_id__customer_atomic_weight + , subq_9.account_customer_combos AS account_customer_combos FROM ( - -- Read Elements From Semantic Model 'bridge_table' + -- Metric Time Dimension 'ds_partitioned' SELECT - bridge_table_src_22000.extra_dim - , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, day) AS ds_partitioned__day - , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, isoweek) AS ds_partitioned__week - , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, month) AS ds_partitioned__month - , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, quarter) AS ds_partitioned__quarter - , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, year) AS ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bridge_table_src_22000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bridge_table_src_22000.ds_partitioned) - 1) AS ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy - , bridge_table_src_22000.extra_dim AS account_id__extra_dim - , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, day) AS account_id__ds_partitioned__day - , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, isoweek) AS account_id__ds_partitioned__week - , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, month) AS account_id__ds_partitioned__month - , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, quarter) AS account_id__ds_partitioned__quarter - , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, year) AS account_id__ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bridge_table_src_22000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bridge_table_src_22000.ds_partitioned) - 1) AS account_id__ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy - , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim - , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, day) AS bridge_account__ds_partitioned__day - , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, isoweek) AS bridge_account__ds_partitioned__week - , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, month) AS bridge_account__ds_partitioned__month - , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, quarter) AS bridge_account__ds_partitioned__quarter - , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, year) AS bridge_account__ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM bridge_table_src_22000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bridge_table_src_22000.ds_partitioned) - 1) AS bridge_account__ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy - , bridge_table_src_22000.account_id - , bridge_table_src_22000.customer_id - , bridge_table_src_22000.customer_id AS account_id__customer_id - , bridge_table_src_22000.account_id AS bridge_account__account_id - , bridge_table_src_22000.customer_id AS bridge_account__customer_id - FROM ***************************.bridge_table bridge_table_src_22000 - ) subq_6 + subq_8.ds_partitioned__day + , subq_8.ds_partitioned__week + , subq_8.ds_partitioned__month + , subq_8.ds_partitioned__quarter + , subq_8.ds_partitioned__year + , subq_8.ds_partitioned__extract_year + , subq_8.ds_partitioned__extract_quarter + , subq_8.ds_partitioned__extract_month + , subq_8.ds_partitioned__extract_day + , subq_8.ds_partitioned__extract_dow + , subq_8.ds_partitioned__extract_doy + , subq_8.account_id__ds_partitioned__day + , subq_8.account_id__ds_partitioned__week + , subq_8.account_id__ds_partitioned__month + , subq_8.account_id__ds_partitioned__quarter + , subq_8.account_id__ds_partitioned__year + , subq_8.account_id__ds_partitioned__extract_year + , subq_8.account_id__ds_partitioned__extract_quarter + , subq_8.account_id__ds_partitioned__extract_month + , subq_8.account_id__ds_partitioned__extract_day + , subq_8.account_id__ds_partitioned__extract_dow + , subq_8.account_id__ds_partitioned__extract_doy + , subq_8.bridge_account__ds_partitioned__day + , subq_8.bridge_account__ds_partitioned__week + , subq_8.bridge_account__ds_partitioned__month + , subq_8.bridge_account__ds_partitioned__quarter + , subq_8.bridge_account__ds_partitioned__year + , subq_8.bridge_account__ds_partitioned__extract_year + , subq_8.bridge_account__ds_partitioned__extract_quarter + , subq_8.bridge_account__ds_partitioned__extract_month + , subq_8.bridge_account__ds_partitioned__extract_day + , subq_8.bridge_account__ds_partitioned__extract_dow + , subq_8.bridge_account__ds_partitioned__extract_doy + , subq_8.ds_partitioned__day AS metric_time__day + , subq_8.ds_partitioned__week AS metric_time__week + , subq_8.ds_partitioned__month AS metric_time__month + , subq_8.ds_partitioned__quarter AS metric_time__quarter + , subq_8.ds_partitioned__year AS metric_time__year + , subq_8.ds_partitioned__extract_year AS metric_time__extract_year + , subq_8.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_8.ds_partitioned__extract_month AS metric_time__extract_month + , subq_8.ds_partitioned__extract_day AS metric_time__extract_day + , subq_8.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_8.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_8.account_id + , subq_8.customer_id + , subq_8.account_id__customer_id + , subq_8.bridge_account__account_id + , subq_8.bridge_account__customer_id + , subq_8.extra_dim + , subq_8.account_id__extra_dim + , subq_8.bridge_account__extra_dim + , subq_8.account_customer_combos + FROM ( + -- Read Elements From Semantic Model 'bridge_table' + SELECT + account_id || customer_id AS account_customer_combos + , bridge_table_src_22000.extra_dim + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, day) AS ds_partitioned__day + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, month) AS ds_partitioned__month + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bridge_table_src_22000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bridge_table_src_22000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS account_id__extra_dim + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, day) AS account_id__ds_partitioned__day + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, isoweek) AS account_id__ds_partitioned__week + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, month) AS account_id__ds_partitioned__month + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, quarter) AS account_id__ds_partitioned__quarter + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, year) AS account_id__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bridge_table_src_22000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bridge_table_src_22000.ds_partitioned) - 1) AS account_id__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, day) AS bridge_account__ds_partitioned__day + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, isoweek) AS bridge_account__ds_partitioned__week + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, month) AS bridge_account__ds_partitioned__month + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, quarter) AS bridge_account__ds_partitioned__quarter + , DATE_TRUNC(bridge_table_src_22000.ds_partitioned, year) AS bridge_account__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bridge_table_src_22000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bridge_table_src_22000.ds_partitioned) - 1) AS bridge_account__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy + , bridge_table_src_22000.account_id + , bridge_table_src_22000.customer_id + , bridge_table_src_22000.customer_id AS account_id__customer_id + , bridge_table_src_22000.account_id AS bridge_account__account_id + , bridge_table_src_22000.customer_id AS bridge_account__customer_id + FROM ***************************.bridge_table bridge_table_src_22000 + ) subq_8 + ) subq_9 LEFT OUTER JOIN ( -- Pass Only Elements: [ -- 'customer_name', @@ -280,85 +361,151 @@ FROM ( -- 'customer_id__ds_partitioned__extract_day', -- 'customer_id__ds_partitioned__extract_dow', -- 'customer_id__ds_partitioned__extract_doy', + -- 'metric_time__day', + -- 'metric_time__week', + -- 'metric_time__month', + -- 'metric_time__quarter', + -- 'metric_time__year', + -- 'metric_time__extract_year', + -- 'metric_time__extract_quarter', + -- 'metric_time__extract_month', + -- 'metric_time__extract_day', + -- 'metric_time__extract_dow', + -- 'metric_time__extract_doy', -- 'customer_id', -- ] SELECT - subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.customer_id__ds_partitioned__day - , subq_7.customer_id__ds_partitioned__week - , subq_7.customer_id__ds_partitioned__month - , subq_7.customer_id__ds_partitioned__quarter - , subq_7.customer_id__ds_partitioned__year - , subq_7.customer_id__ds_partitioned__extract_year - , subq_7.customer_id__ds_partitioned__extract_quarter - , subq_7.customer_id__ds_partitioned__extract_month - , subq_7.customer_id__ds_partitioned__extract_day - , subq_7.customer_id__ds_partitioned__extract_dow - , subq_7.customer_id__ds_partitioned__extract_doy - , subq_7.customer_id - , subq_7.customer_name - , subq_7.customer_atomic_weight - , subq_7.customer_id__customer_name - , subq_7.customer_id__customer_atomic_weight + subq_11.ds_partitioned__day + , subq_11.ds_partitioned__week + , subq_11.ds_partitioned__month + , subq_11.ds_partitioned__quarter + , subq_11.ds_partitioned__year + , subq_11.ds_partitioned__extract_year + , subq_11.ds_partitioned__extract_quarter + , subq_11.ds_partitioned__extract_month + , subq_11.ds_partitioned__extract_day + , subq_11.ds_partitioned__extract_dow + , subq_11.ds_partitioned__extract_doy + , subq_11.customer_id__ds_partitioned__day + , subq_11.customer_id__ds_partitioned__week + , subq_11.customer_id__ds_partitioned__month + , subq_11.customer_id__ds_partitioned__quarter + , subq_11.customer_id__ds_partitioned__year + , subq_11.customer_id__ds_partitioned__extract_year + , subq_11.customer_id__ds_partitioned__extract_quarter + , subq_11.customer_id__ds_partitioned__extract_month + , subq_11.customer_id__ds_partitioned__extract_day + , subq_11.customer_id__ds_partitioned__extract_dow + , subq_11.customer_id__ds_partitioned__extract_doy + , subq_11.metric_time__day + , subq_11.metric_time__week + , subq_11.metric_time__month + , subq_11.metric_time__quarter + , subq_11.metric_time__year + , subq_11.metric_time__extract_year + , subq_11.metric_time__extract_quarter + , subq_11.metric_time__extract_month + , subq_11.metric_time__extract_day + , subq_11.metric_time__extract_dow + , subq_11.metric_time__extract_doy + , subq_11.customer_id + , subq_11.customer_name + , subq_11.customer_atomic_weight + , subq_11.customer_id__customer_name + , subq_11.customer_id__customer_atomic_weight FROM ( - -- Read Elements From Semantic Model 'customer_table' + -- Metric Time Dimension 'ds_partitioned' SELECT - customer_table_src_22000.customer_name - , customer_table_src_22000.customer_atomic_weight - , DATE_TRUNC(customer_table_src_22000.ds_partitioned, day) AS ds_partitioned__day - , DATE_TRUNC(customer_table_src_22000.ds_partitioned, isoweek) AS ds_partitioned__week - , DATE_TRUNC(customer_table_src_22000.ds_partitioned, month) AS ds_partitioned__month - , DATE_TRUNC(customer_table_src_22000.ds_partitioned, quarter) AS ds_partitioned__quarter - , DATE_TRUNC(customer_table_src_22000.ds_partitioned, year) AS ds_partitioned__year - , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM customer_table_src_22000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM customer_table_src_22000.ds_partitioned) - 1) AS ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy - , customer_table_src_22000.customer_name AS customer_id__customer_name - , customer_table_src_22000.customer_atomic_weight AS customer_id__customer_atomic_weight - , DATE_TRUNC(customer_table_src_22000.ds_partitioned, day) AS customer_id__ds_partitioned__day - , DATE_TRUNC(customer_table_src_22000.ds_partitioned, isoweek) AS customer_id__ds_partitioned__week - , DATE_TRUNC(customer_table_src_22000.ds_partitioned, month) AS customer_id__ds_partitioned__month - , DATE_TRUNC(customer_table_src_22000.ds_partitioned, quarter) AS customer_id__ds_partitioned__quarter - , DATE_TRUNC(customer_table_src_22000.ds_partitioned, year) AS customer_id__ds_partitioned__year - , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_year - , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_quarter - , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_month - , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_day - , IF(EXTRACT(dayofweek FROM customer_table_src_22000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM customer_table_src_22000.ds_partitioned) - 1) AS customer_id__ds_partitioned__extract_dow - , EXTRACT(dayofyear FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_doy - , customer_table_src_22000.customer_id - FROM ***************************.customer_table customer_table_src_22000 - ) subq_7 - ) subq_8 + subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.customer_id__ds_partitioned__day + , subq_10.customer_id__ds_partitioned__week + , subq_10.customer_id__ds_partitioned__month + , subq_10.customer_id__ds_partitioned__quarter + , subq_10.customer_id__ds_partitioned__year + , subq_10.customer_id__ds_partitioned__extract_year + , subq_10.customer_id__ds_partitioned__extract_quarter + , subq_10.customer_id__ds_partitioned__extract_month + , subq_10.customer_id__ds_partitioned__extract_day + , subq_10.customer_id__ds_partitioned__extract_dow + , subq_10.customer_id__ds_partitioned__extract_doy + , subq_10.ds_partitioned__day AS metric_time__day + , subq_10.ds_partitioned__week AS metric_time__week + , subq_10.ds_partitioned__month AS metric_time__month + , subq_10.ds_partitioned__quarter AS metric_time__quarter + , subq_10.ds_partitioned__year AS metric_time__year + , subq_10.ds_partitioned__extract_year AS metric_time__extract_year + , subq_10.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_10.ds_partitioned__extract_month AS metric_time__extract_month + , subq_10.ds_partitioned__extract_day AS metric_time__extract_day + , subq_10.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_10.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_10.customer_id + , subq_10.customer_name + , subq_10.customer_atomic_weight + , subq_10.customer_id__customer_name + , subq_10.customer_id__customer_atomic_weight + , subq_10.customers + FROM ( + -- Read Elements From Semantic Model 'customer_table' + SELECT + 1 AS customers + , customer_table_src_22000.customer_name + , customer_table_src_22000.customer_atomic_weight + , DATE_TRUNC(customer_table_src_22000.ds_partitioned, day) AS ds_partitioned__day + , DATE_TRUNC(customer_table_src_22000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATE_TRUNC(customer_table_src_22000.ds_partitioned, month) AS ds_partitioned__month + , DATE_TRUNC(customer_table_src_22000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATE_TRUNC(customer_table_src_22000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM customer_table_src_22000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM customer_table_src_22000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , customer_table_src_22000.customer_name AS customer_id__customer_name + , customer_table_src_22000.customer_atomic_weight AS customer_id__customer_atomic_weight + , DATE_TRUNC(customer_table_src_22000.ds_partitioned, day) AS customer_id__ds_partitioned__day + , DATE_TRUNC(customer_table_src_22000.ds_partitioned, isoweek) AS customer_id__ds_partitioned__week + , DATE_TRUNC(customer_table_src_22000.ds_partitioned, month) AS customer_id__ds_partitioned__month + , DATE_TRUNC(customer_table_src_22000.ds_partitioned, quarter) AS customer_id__ds_partitioned__quarter + , DATE_TRUNC(customer_table_src_22000.ds_partitioned, year) AS customer_id__ds_partitioned__year + , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_month + , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM customer_table_src_22000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM customer_table_src_22000.ds_partitioned) - 1) AS customer_id__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_doy + , customer_table_src_22000.customer_id + FROM ***************************.customer_table customer_table_src_22000 + ) subq_10 + ) subq_11 + ) subq_12 ON ( - subq_6.customer_id = subq_8.customer_id + subq_9.customer_id = subq_12.customer_id ) AND ( - subq_6.ds_partitioned__day = subq_8.ds_partitioned__day + subq_9.ds_partitioned__day = subq_12.ds_partitioned__day ) - ) subq_9 - ) subq_10 + ) subq_13 + ) subq_14 ON ( - subq_5.account_id = subq_10.account_id + subq_7.account_id = subq_14.account_id ) AND ( - subq_5.ds_partitioned__day = subq_10.ds_partitioned__day + subq_7.ds_partitioned__day = subq_14.ds_partitioned__day ) - ) subq_11 - ) subq_12 + ) subq_15 + ) subq_16 GROUP BY account_id__customer_id__customer_name -) subq_13 +) subq_17 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_multihop_node__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_multihop_node__plan0_optimized.sql index c663ba3300..c7ff024aa7 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_multihop_node__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/BigQuery/test_multihop_node__plan0_optimized.sql @@ -3,7 +3,7 @@ -- Aggregate Measures -- Compute Metrics via Expressions SELECT - subq_21.customer_id__customer_name AS account_id__customer_id__customer_name + subq_27.customer_id__customer_name AS account_id__customer_id__customer_name , SUM(account_month_txns_src_22000.txn_count) AS txn_count FROM ***************************.account_month_txns account_month_txns_src_22000 LEFT OUTER JOIN ( @@ -22,12 +22,12 @@ LEFT OUTER JOIN ( ) AND ( DATE_TRUNC(bridge_table_src_22000.ds_partitioned, day) = DATE_TRUNC(customer_table_src_22000.ds_partitioned, day) ) -) subq_21 +) subq_27 ON ( - account_month_txns_src_22000.account_id = subq_21.account_id + account_month_txns_src_22000.account_id = subq_27.account_id ) AND ( - DATE_TRUNC(account_month_txns_src_22000.ds_partitioned, day) = subq_21.ds_partitioned__day + DATE_TRUNC(account_month_txns_src_22000.ds_partitioned, day) = subq_27.ds_partitioned__day ) GROUP BY account_id__customer_id__customer_name diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_multihop_node__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_multihop_node__plan0.sql index ce8b6f4dc3..2ecc96050f 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_multihop_node__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_multihop_node__plan0.sql @@ -1,93 +1,93 @@ -- Compute Metrics via Expressions SELECT - subq_13.account_id__customer_id__customer_name - , subq_13.txn_count + subq_17.account_id__customer_id__customer_name + , subq_17.txn_count FROM ( -- Aggregate Measures SELECT - subq_12.account_id__customer_id__customer_name - , SUM(subq_12.txn_count) AS txn_count + subq_16.account_id__customer_id__customer_name + , SUM(subq_16.txn_count) AS txn_count FROM ( -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_name'] SELECT - subq_11.account_id__customer_id__customer_name - , subq_11.txn_count + subq_15.account_id__customer_id__customer_name + , subq_15.txn_count FROM ( -- Join Standard Outputs SELECT - subq_5.ds_partitioned__day AS ds_partitioned__day - , subq_10.ds_partitioned__day AS account_id__ds_partitioned__day - , subq_5.account_id AS account_id - , subq_10.customer_id__customer_name AS account_id__customer_id__customer_name - , subq_5.txn_count AS txn_count + subq_7.ds_partitioned__day AS ds_partitioned__day + , subq_14.ds_partitioned__day AS account_id__ds_partitioned__day + , subq_7.account_id AS account_id + , subq_14.customer_id__customer_name AS account_id__customer_id__customer_name + , subq_7.txn_count AS txn_count FROM ( -- Pass Only Elements: ['txn_count', 'ds_partitioned__day', 'account_id'] SELECT - subq_4.ds_partitioned__day - , subq_4.account_id - , subq_4.txn_count + subq_6.ds_partitioned__day + , subq_6.account_id + , subq_6.txn_count FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds_partitioned__day - , subq_3.ds_partitioned__week - , subq_3.ds_partitioned__month - , subq_3.ds_partitioned__quarter - , subq_3.ds_partitioned__year - , subq_3.ds_partitioned__extract_year - , subq_3.ds_partitioned__extract_quarter - , subq_3.ds_partitioned__extract_month - , subq_3.ds_partitioned__extract_day - , subq_3.ds_partitioned__extract_dow - , subq_3.ds_partitioned__extract_doy - , subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.account_id__ds_partitioned__day - , subq_3.account_id__ds_partitioned__week - , subq_3.account_id__ds_partitioned__month - , subq_3.account_id__ds_partitioned__quarter - , subq_3.account_id__ds_partitioned__year - , subq_3.account_id__ds_partitioned__extract_year - , subq_3.account_id__ds_partitioned__extract_quarter - , subq_3.account_id__ds_partitioned__extract_month - , subq_3.account_id__ds_partitioned__extract_day - , subq_3.account_id__ds_partitioned__extract_dow - , subq_3.account_id__ds_partitioned__extract_doy - , subq_3.account_id__ds__day - , subq_3.account_id__ds__week - , subq_3.account_id__ds__month - , subq_3.account_id__ds__quarter - , subq_3.account_id__ds__year - , subq_3.account_id__ds__extract_year - , subq_3.account_id__ds__extract_quarter - , subq_3.account_id__ds__extract_month - , subq_3.account_id__ds__extract_day - , subq_3.account_id__ds__extract_dow - , subq_3.account_id__ds__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy - , subq_3.account_id - , subq_3.account_month - , subq_3.account_id__account_month - , subq_3.txn_count + subq_5.ds_partitioned__day + , subq_5.ds_partitioned__week + , subq_5.ds_partitioned__month + , subq_5.ds_partitioned__quarter + , subq_5.ds_partitioned__year + , subq_5.ds_partitioned__extract_year + , subq_5.ds_partitioned__extract_quarter + , subq_5.ds_partitioned__extract_month + , subq_5.ds_partitioned__extract_day + , subq_5.ds_partitioned__extract_dow + , subq_5.ds_partitioned__extract_doy + , subq_5.ds__day + , subq_5.ds__week + , subq_5.ds__month + , subq_5.ds__quarter + , subq_5.ds__year + , subq_5.ds__extract_year + , subq_5.ds__extract_quarter + , subq_5.ds__extract_month + , subq_5.ds__extract_day + , subq_5.ds__extract_dow + , subq_5.ds__extract_doy + , subq_5.account_id__ds_partitioned__day + , subq_5.account_id__ds_partitioned__week + , subq_5.account_id__ds_partitioned__month + , subq_5.account_id__ds_partitioned__quarter + , subq_5.account_id__ds_partitioned__year + , subq_5.account_id__ds_partitioned__extract_year + , subq_5.account_id__ds_partitioned__extract_quarter + , subq_5.account_id__ds_partitioned__extract_month + , subq_5.account_id__ds_partitioned__extract_day + , subq_5.account_id__ds_partitioned__extract_dow + , subq_5.account_id__ds_partitioned__extract_doy + , subq_5.account_id__ds__day + , subq_5.account_id__ds__week + , subq_5.account_id__ds__month + , subq_5.account_id__ds__quarter + , subq_5.account_id__ds__year + , subq_5.account_id__ds__extract_year + , subq_5.account_id__ds__extract_quarter + , subq_5.account_id__ds__extract_month + , subq_5.account_id__ds__extract_day + , subq_5.account_id__ds__extract_dow + , subq_5.account_id__ds__extract_doy + , subq_5.ds__day AS metric_time__day + , subq_5.ds__week AS metric_time__week + , subq_5.ds__month AS metric_time__month + , subq_5.ds__quarter AS metric_time__quarter + , subq_5.ds__year AS metric_time__year + , subq_5.ds__extract_year AS metric_time__extract_year + , subq_5.ds__extract_quarter AS metric_time__extract_quarter + , subq_5.ds__extract_month AS metric_time__extract_month + , subq_5.ds__extract_day AS metric_time__extract_day + , subq_5.ds__extract_dow AS metric_time__extract_dow + , subq_5.ds__extract_doy AS metric_time__extract_doy + , subq_5.account_id + , subq_5.account_month + , subq_5.account_id__account_month + , subq_5.txn_count FROM ( -- Read Elements From Semantic Model 'account_month_txns' SELECT @@ -140,118 +140,199 @@ FROM ( , account_month_txns_src_22000.account_month AS account_id__account_month , account_month_txns_src_22000.account_id FROM ***************************.account_month_txns account_month_txns_src_22000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_5 + ) subq_6 + ) subq_7 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_name', 'ds_partitioned__day', 'account_id'] SELECT - subq_9.ds_partitioned__day - , subq_9.account_id - , subq_9.customer_id__customer_name + subq_13.ds_partitioned__day + , subq_13.account_id + , subq_13.customer_id__customer_name FROM ( -- Join Standard Outputs SELECT - subq_6.ds_partitioned__day AS ds_partitioned__day - , subq_6.ds_partitioned__week AS ds_partitioned__week - , subq_6.ds_partitioned__month AS ds_partitioned__month - , subq_6.ds_partitioned__quarter AS ds_partitioned__quarter - , subq_6.ds_partitioned__year AS ds_partitioned__year - , subq_6.ds_partitioned__extract_year AS ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month AS ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day AS ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow AS ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy AS ds_partitioned__extract_doy - , subq_6.account_id__ds_partitioned__day AS account_id__ds_partitioned__day - , subq_6.account_id__ds_partitioned__week AS account_id__ds_partitioned__week - , subq_6.account_id__ds_partitioned__month AS account_id__ds_partitioned__month - , subq_6.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter - , subq_6.account_id__ds_partitioned__year AS account_id__ds_partitioned__year - , subq_6.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year - , subq_6.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter - , subq_6.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month - , subq_6.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day - , subq_6.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow - , subq_6.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy - , subq_6.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day - , subq_6.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week - , subq_6.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month - , subq_6.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter - , subq_6.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year - , subq_6.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year - , subq_6.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter - , subq_6.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month - , subq_6.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day - , subq_6.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow - , subq_6.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy - , subq_8.ds_partitioned__day AS customer_id__ds_partitioned__day - , subq_8.ds_partitioned__week AS customer_id__ds_partitioned__week - , subq_8.ds_partitioned__month AS customer_id__ds_partitioned__month - , subq_8.ds_partitioned__quarter AS customer_id__ds_partitioned__quarter - , subq_8.ds_partitioned__year AS customer_id__ds_partitioned__year - , subq_8.ds_partitioned__extract_year AS customer_id__ds_partitioned__extract_year - , subq_8.ds_partitioned__extract_quarter AS customer_id__ds_partitioned__extract_quarter - , subq_8.ds_partitioned__extract_month AS customer_id__ds_partitioned__extract_month - , subq_8.ds_partitioned__extract_day AS customer_id__ds_partitioned__extract_day - , subq_8.ds_partitioned__extract_dow AS customer_id__ds_partitioned__extract_dow - , subq_8.ds_partitioned__extract_doy AS customer_id__ds_partitioned__extract_doy - , subq_6.account_id AS account_id - , subq_6.customer_id AS customer_id - , subq_6.account_id__customer_id AS account_id__customer_id - , subq_6.bridge_account__account_id AS bridge_account__account_id - , subq_6.bridge_account__customer_id AS bridge_account__customer_id - , subq_6.extra_dim AS extra_dim - , subq_6.account_id__extra_dim AS account_id__extra_dim - , subq_6.bridge_account__extra_dim AS bridge_account__extra_dim - , subq_8.customer_name AS customer_id__customer_name - , subq_8.customer_atomic_weight AS customer_id__customer_atomic_weight + subq_9.ds_partitioned__day AS ds_partitioned__day + , subq_9.ds_partitioned__week AS ds_partitioned__week + , subq_9.ds_partitioned__month AS ds_partitioned__month + , subq_9.ds_partitioned__quarter AS ds_partitioned__quarter + , subq_9.ds_partitioned__year AS ds_partitioned__year + , subq_9.ds_partitioned__extract_year AS ds_partitioned__extract_year + , subq_9.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter + , subq_9.ds_partitioned__extract_month AS ds_partitioned__extract_month + , subq_9.ds_partitioned__extract_day AS ds_partitioned__extract_day + , subq_9.ds_partitioned__extract_dow AS ds_partitioned__extract_dow + , subq_9.ds_partitioned__extract_doy AS ds_partitioned__extract_doy + , subq_9.account_id__ds_partitioned__day AS account_id__ds_partitioned__day + , subq_9.account_id__ds_partitioned__week AS account_id__ds_partitioned__week + , subq_9.account_id__ds_partitioned__month AS account_id__ds_partitioned__month + , subq_9.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter + , subq_9.account_id__ds_partitioned__year AS account_id__ds_partitioned__year + , subq_9.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year + , subq_9.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter + , subq_9.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month + , subq_9.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day + , subq_9.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow + , subq_9.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy + , subq_9.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day + , subq_9.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week + , subq_9.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month + , subq_9.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter + , subq_9.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year + , subq_9.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year + , subq_9.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter + , subq_9.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month + , subq_9.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day + , subq_9.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow + , subq_9.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy + , subq_9.metric_time__day AS metric_time__day + , subq_9.metric_time__week AS metric_time__week + , subq_9.metric_time__month AS metric_time__month + , subq_9.metric_time__quarter AS metric_time__quarter + , subq_9.metric_time__year AS metric_time__year + , subq_9.metric_time__extract_year AS metric_time__extract_year + , subq_9.metric_time__extract_quarter AS metric_time__extract_quarter + , subq_9.metric_time__extract_month AS metric_time__extract_month + , subq_9.metric_time__extract_day AS metric_time__extract_day + , subq_9.metric_time__extract_dow AS metric_time__extract_dow + , subq_9.metric_time__extract_doy AS metric_time__extract_doy + , subq_12.ds_partitioned__day AS customer_id__ds_partitioned__day + , subq_12.ds_partitioned__week AS customer_id__ds_partitioned__week + , subq_12.ds_partitioned__month AS customer_id__ds_partitioned__month + , subq_12.ds_partitioned__quarter AS customer_id__ds_partitioned__quarter + , subq_12.ds_partitioned__year AS customer_id__ds_partitioned__year + , subq_12.ds_partitioned__extract_year AS customer_id__ds_partitioned__extract_year + , subq_12.ds_partitioned__extract_quarter AS customer_id__ds_partitioned__extract_quarter + , subq_12.ds_partitioned__extract_month AS customer_id__ds_partitioned__extract_month + , subq_12.ds_partitioned__extract_day AS customer_id__ds_partitioned__extract_day + , subq_12.ds_partitioned__extract_dow AS customer_id__ds_partitioned__extract_dow + , subq_12.ds_partitioned__extract_doy AS customer_id__ds_partitioned__extract_doy + , subq_12.metric_time__day AS customer_id__metric_time__day + , subq_12.metric_time__week AS customer_id__metric_time__week + , subq_12.metric_time__month AS customer_id__metric_time__month + , subq_12.metric_time__quarter AS customer_id__metric_time__quarter + , subq_12.metric_time__year AS customer_id__metric_time__year + , subq_12.metric_time__extract_year AS customer_id__metric_time__extract_year + , subq_12.metric_time__extract_quarter AS customer_id__metric_time__extract_quarter + , subq_12.metric_time__extract_month AS customer_id__metric_time__extract_month + , subq_12.metric_time__extract_day AS customer_id__metric_time__extract_day + , subq_12.metric_time__extract_dow AS customer_id__metric_time__extract_dow + , subq_12.metric_time__extract_doy AS customer_id__metric_time__extract_doy + , subq_9.account_id AS account_id + , subq_9.customer_id AS customer_id + , subq_9.account_id__customer_id AS account_id__customer_id + , subq_9.bridge_account__account_id AS bridge_account__account_id + , subq_9.bridge_account__customer_id AS bridge_account__customer_id + , subq_9.extra_dim AS extra_dim + , subq_9.account_id__extra_dim AS account_id__extra_dim + , subq_9.bridge_account__extra_dim AS bridge_account__extra_dim + , subq_12.customer_name AS customer_id__customer_name + , subq_12.customer_atomic_weight AS customer_id__customer_atomic_weight + , subq_9.account_customer_combos AS account_customer_combos FROM ( - -- Read Elements From Semantic Model 'bridge_table' + -- Metric Time Dimension 'ds_partitioned' SELECT - bridge_table_src_22000.extra_dim - , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy - , bridge_table_src_22000.extra_dim AS account_id__extra_dim - , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__day - , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__week - , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__month - , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter - , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow - , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy - , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim - , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__day - , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__week - , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__month - , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__quarter - , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_dow - , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy - , bridge_table_src_22000.account_id - , bridge_table_src_22000.customer_id - , bridge_table_src_22000.customer_id AS account_id__customer_id - , bridge_table_src_22000.account_id AS bridge_account__account_id - , bridge_table_src_22000.customer_id AS bridge_account__customer_id - FROM ***************************.bridge_table bridge_table_src_22000 - ) subq_6 + subq_8.ds_partitioned__day + , subq_8.ds_partitioned__week + , subq_8.ds_partitioned__month + , subq_8.ds_partitioned__quarter + , subq_8.ds_partitioned__year + , subq_8.ds_partitioned__extract_year + , subq_8.ds_partitioned__extract_quarter + , subq_8.ds_partitioned__extract_month + , subq_8.ds_partitioned__extract_day + , subq_8.ds_partitioned__extract_dow + , subq_8.ds_partitioned__extract_doy + , subq_8.account_id__ds_partitioned__day + , subq_8.account_id__ds_partitioned__week + , subq_8.account_id__ds_partitioned__month + , subq_8.account_id__ds_partitioned__quarter + , subq_8.account_id__ds_partitioned__year + , subq_8.account_id__ds_partitioned__extract_year + , subq_8.account_id__ds_partitioned__extract_quarter + , subq_8.account_id__ds_partitioned__extract_month + , subq_8.account_id__ds_partitioned__extract_day + , subq_8.account_id__ds_partitioned__extract_dow + , subq_8.account_id__ds_partitioned__extract_doy + , subq_8.bridge_account__ds_partitioned__day + , subq_8.bridge_account__ds_partitioned__week + , subq_8.bridge_account__ds_partitioned__month + , subq_8.bridge_account__ds_partitioned__quarter + , subq_8.bridge_account__ds_partitioned__year + , subq_8.bridge_account__ds_partitioned__extract_year + , subq_8.bridge_account__ds_partitioned__extract_quarter + , subq_8.bridge_account__ds_partitioned__extract_month + , subq_8.bridge_account__ds_partitioned__extract_day + , subq_8.bridge_account__ds_partitioned__extract_dow + , subq_8.bridge_account__ds_partitioned__extract_doy + , subq_8.ds_partitioned__day AS metric_time__day + , subq_8.ds_partitioned__week AS metric_time__week + , subq_8.ds_partitioned__month AS metric_time__month + , subq_8.ds_partitioned__quarter AS metric_time__quarter + , subq_8.ds_partitioned__year AS metric_time__year + , subq_8.ds_partitioned__extract_year AS metric_time__extract_year + , subq_8.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_8.ds_partitioned__extract_month AS metric_time__extract_month + , subq_8.ds_partitioned__extract_day AS metric_time__extract_day + , subq_8.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_8.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_8.account_id + , subq_8.customer_id + , subq_8.account_id__customer_id + , subq_8.bridge_account__account_id + , subq_8.bridge_account__customer_id + , subq_8.extra_dim + , subq_8.account_id__extra_dim + , subq_8.bridge_account__extra_dim + , subq_8.account_customer_combos + FROM ( + -- Read Elements From Semantic Model 'bridge_table' + SELECT + account_id || customer_id AS account_customer_combos + , bridge_table_src_22000.extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS account_id__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy + , bridge_table_src_22000.account_id + , bridge_table_src_22000.customer_id + , bridge_table_src_22000.customer_id AS account_id__customer_id + , bridge_table_src_22000.account_id AS bridge_account__account_id + , bridge_table_src_22000.customer_id AS bridge_account__customer_id + FROM ***************************.bridge_table bridge_table_src_22000 + ) subq_8 + ) subq_9 LEFT OUTER JOIN ( -- Pass Only Elements: [ -- 'customer_name', @@ -280,85 +361,151 @@ FROM ( -- 'customer_id__ds_partitioned__extract_day', -- 'customer_id__ds_partitioned__extract_dow', -- 'customer_id__ds_partitioned__extract_doy', + -- 'metric_time__day', + -- 'metric_time__week', + -- 'metric_time__month', + -- 'metric_time__quarter', + -- 'metric_time__year', + -- 'metric_time__extract_year', + -- 'metric_time__extract_quarter', + -- 'metric_time__extract_month', + -- 'metric_time__extract_day', + -- 'metric_time__extract_dow', + -- 'metric_time__extract_doy', -- 'customer_id', -- ] SELECT - subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.customer_id__ds_partitioned__day - , subq_7.customer_id__ds_partitioned__week - , subq_7.customer_id__ds_partitioned__month - , subq_7.customer_id__ds_partitioned__quarter - , subq_7.customer_id__ds_partitioned__year - , subq_7.customer_id__ds_partitioned__extract_year - , subq_7.customer_id__ds_partitioned__extract_quarter - , subq_7.customer_id__ds_partitioned__extract_month - , subq_7.customer_id__ds_partitioned__extract_day - , subq_7.customer_id__ds_partitioned__extract_dow - , subq_7.customer_id__ds_partitioned__extract_doy - , subq_7.customer_id - , subq_7.customer_name - , subq_7.customer_atomic_weight - , subq_7.customer_id__customer_name - , subq_7.customer_id__customer_atomic_weight + subq_11.ds_partitioned__day + , subq_11.ds_partitioned__week + , subq_11.ds_partitioned__month + , subq_11.ds_partitioned__quarter + , subq_11.ds_partitioned__year + , subq_11.ds_partitioned__extract_year + , subq_11.ds_partitioned__extract_quarter + , subq_11.ds_partitioned__extract_month + , subq_11.ds_partitioned__extract_day + , subq_11.ds_partitioned__extract_dow + , subq_11.ds_partitioned__extract_doy + , subq_11.customer_id__ds_partitioned__day + , subq_11.customer_id__ds_partitioned__week + , subq_11.customer_id__ds_partitioned__month + , subq_11.customer_id__ds_partitioned__quarter + , subq_11.customer_id__ds_partitioned__year + , subq_11.customer_id__ds_partitioned__extract_year + , subq_11.customer_id__ds_partitioned__extract_quarter + , subq_11.customer_id__ds_partitioned__extract_month + , subq_11.customer_id__ds_partitioned__extract_day + , subq_11.customer_id__ds_partitioned__extract_dow + , subq_11.customer_id__ds_partitioned__extract_doy + , subq_11.metric_time__day + , subq_11.metric_time__week + , subq_11.metric_time__month + , subq_11.metric_time__quarter + , subq_11.metric_time__year + , subq_11.metric_time__extract_year + , subq_11.metric_time__extract_quarter + , subq_11.metric_time__extract_month + , subq_11.metric_time__extract_day + , subq_11.metric_time__extract_dow + , subq_11.metric_time__extract_doy + , subq_11.customer_id + , subq_11.customer_name + , subq_11.customer_atomic_weight + , subq_11.customer_id__customer_name + , subq_11.customer_id__customer_atomic_weight FROM ( - -- Read Elements From Semantic Model 'customer_table' + -- Metric Time Dimension 'ds_partitioned' SELECT - customer_table_src_22000.customer_name - , customer_table_src_22000.customer_atomic_weight - , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy - , customer_table_src_22000.customer_name AS customer_id__customer_name - , customer_table_src_22000.customer_atomic_weight AS customer_id__customer_atomic_weight - , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__day - , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__week - , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__month - , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__quarter - , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__year - , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_year - , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_quarter - , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_month - , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_day - , EXTRACT(DAYOFWEEK_ISO FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_dow - , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_doy - , customer_table_src_22000.customer_id - FROM ***************************.customer_table customer_table_src_22000 - ) subq_7 - ) subq_8 + subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.customer_id__ds_partitioned__day + , subq_10.customer_id__ds_partitioned__week + , subq_10.customer_id__ds_partitioned__month + , subq_10.customer_id__ds_partitioned__quarter + , subq_10.customer_id__ds_partitioned__year + , subq_10.customer_id__ds_partitioned__extract_year + , subq_10.customer_id__ds_partitioned__extract_quarter + , subq_10.customer_id__ds_partitioned__extract_month + , subq_10.customer_id__ds_partitioned__extract_day + , subq_10.customer_id__ds_partitioned__extract_dow + , subq_10.customer_id__ds_partitioned__extract_doy + , subq_10.ds_partitioned__day AS metric_time__day + , subq_10.ds_partitioned__week AS metric_time__week + , subq_10.ds_partitioned__month AS metric_time__month + , subq_10.ds_partitioned__quarter AS metric_time__quarter + , subq_10.ds_partitioned__year AS metric_time__year + , subq_10.ds_partitioned__extract_year AS metric_time__extract_year + , subq_10.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_10.ds_partitioned__extract_month AS metric_time__extract_month + , subq_10.ds_partitioned__extract_day AS metric_time__extract_day + , subq_10.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_10.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_10.customer_id + , subq_10.customer_name + , subq_10.customer_atomic_weight + , subq_10.customer_id__customer_name + , subq_10.customer_id__customer_atomic_weight + , subq_10.customers + FROM ( + -- Read Elements From Semantic Model 'customer_table' + SELECT + 1 AS customers + , customer_table_src_22000.customer_name + , customer_table_src_22000.customer_atomic_weight + , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , customer_table_src_22000.customer_name AS customer_id__customer_name + , customer_table_src_22000.customer_atomic_weight AS customer_id__customer_atomic_weight + , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__day + , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__week + , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__month + , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__quarter + , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__year + , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_month + , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_doy + , customer_table_src_22000.customer_id + FROM ***************************.customer_table customer_table_src_22000 + ) subq_10 + ) subq_11 + ) subq_12 ON ( - subq_6.customer_id = subq_8.customer_id + subq_9.customer_id = subq_12.customer_id ) AND ( - subq_6.ds_partitioned__day = subq_8.ds_partitioned__day + subq_9.ds_partitioned__day = subq_12.ds_partitioned__day ) - ) subq_9 - ) subq_10 + ) subq_13 + ) subq_14 ON ( - subq_5.account_id = subq_10.account_id + subq_7.account_id = subq_14.account_id ) AND ( - subq_5.ds_partitioned__day = subq_10.ds_partitioned__day + subq_7.ds_partitioned__day = subq_14.ds_partitioned__day ) - ) subq_11 - ) subq_12 + ) subq_15 + ) subq_16 GROUP BY - subq_12.account_id__customer_id__customer_name -) subq_13 + subq_16.account_id__customer_id__customer_name +) subq_17 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_multihop_node__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_multihop_node__plan0_optimized.sql index 3081559380..ee22b130fc 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_multihop_node__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Databricks/test_multihop_node__plan0_optimized.sql @@ -3,7 +3,7 @@ -- Aggregate Measures -- Compute Metrics via Expressions SELECT - subq_21.customer_id__customer_name AS account_id__customer_id__customer_name + subq_27.customer_id__customer_name AS account_id__customer_id__customer_name , SUM(account_month_txns_src_22000.txn_count) AS txn_count FROM ***************************.account_month_txns account_month_txns_src_22000 LEFT OUTER JOIN ( @@ -22,12 +22,12 @@ LEFT OUTER JOIN ( ) AND ( DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) = DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) ) -) subq_21 +) subq_27 ON ( - account_month_txns_src_22000.account_id = subq_21.account_id + account_month_txns_src_22000.account_id = subq_27.account_id ) AND ( - DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) = subq_21.ds_partitioned__day + DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) = subq_27.ds_partitioned__day ) GROUP BY - subq_21.customer_id__customer_name + subq_27.customer_id__customer_name diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_multihop_node__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_multihop_node__plan0.sql index 80ac54f844..e4e771cb7c 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_multihop_node__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_multihop_node__plan0.sql @@ -1,93 +1,93 @@ -- Compute Metrics via Expressions SELECT - subq_13.account_id__customer_id__customer_name - , subq_13.txn_count + subq_17.account_id__customer_id__customer_name + , subq_17.txn_count FROM ( -- Aggregate Measures SELECT - subq_12.account_id__customer_id__customer_name - , SUM(subq_12.txn_count) AS txn_count + subq_16.account_id__customer_id__customer_name + , SUM(subq_16.txn_count) AS txn_count FROM ( -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_name'] SELECT - subq_11.account_id__customer_id__customer_name - , subq_11.txn_count + subq_15.account_id__customer_id__customer_name + , subq_15.txn_count FROM ( -- Join Standard Outputs SELECT - subq_5.ds_partitioned__day AS ds_partitioned__day - , subq_10.ds_partitioned__day AS account_id__ds_partitioned__day - , subq_5.account_id AS account_id - , subq_10.customer_id__customer_name AS account_id__customer_id__customer_name - , subq_5.txn_count AS txn_count + subq_7.ds_partitioned__day AS ds_partitioned__day + , subq_14.ds_partitioned__day AS account_id__ds_partitioned__day + , subq_7.account_id AS account_id + , subq_14.customer_id__customer_name AS account_id__customer_id__customer_name + , subq_7.txn_count AS txn_count FROM ( -- Pass Only Elements: ['txn_count', 'ds_partitioned__day', 'account_id'] SELECT - subq_4.ds_partitioned__day - , subq_4.account_id - , subq_4.txn_count + subq_6.ds_partitioned__day + , subq_6.account_id + , subq_6.txn_count FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds_partitioned__day - , subq_3.ds_partitioned__week - , subq_3.ds_partitioned__month - , subq_3.ds_partitioned__quarter - , subq_3.ds_partitioned__year - , subq_3.ds_partitioned__extract_year - , subq_3.ds_partitioned__extract_quarter - , subq_3.ds_partitioned__extract_month - , subq_3.ds_partitioned__extract_day - , subq_3.ds_partitioned__extract_dow - , subq_3.ds_partitioned__extract_doy - , subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.account_id__ds_partitioned__day - , subq_3.account_id__ds_partitioned__week - , subq_3.account_id__ds_partitioned__month - , subq_3.account_id__ds_partitioned__quarter - , subq_3.account_id__ds_partitioned__year - , subq_3.account_id__ds_partitioned__extract_year - , subq_3.account_id__ds_partitioned__extract_quarter - , subq_3.account_id__ds_partitioned__extract_month - , subq_3.account_id__ds_partitioned__extract_day - , subq_3.account_id__ds_partitioned__extract_dow - , subq_3.account_id__ds_partitioned__extract_doy - , subq_3.account_id__ds__day - , subq_3.account_id__ds__week - , subq_3.account_id__ds__month - , subq_3.account_id__ds__quarter - , subq_3.account_id__ds__year - , subq_3.account_id__ds__extract_year - , subq_3.account_id__ds__extract_quarter - , subq_3.account_id__ds__extract_month - , subq_3.account_id__ds__extract_day - , subq_3.account_id__ds__extract_dow - , subq_3.account_id__ds__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy - , subq_3.account_id - , subq_3.account_month - , subq_3.account_id__account_month - , subq_3.txn_count + subq_5.ds_partitioned__day + , subq_5.ds_partitioned__week + , subq_5.ds_partitioned__month + , subq_5.ds_partitioned__quarter + , subq_5.ds_partitioned__year + , subq_5.ds_partitioned__extract_year + , subq_5.ds_partitioned__extract_quarter + , subq_5.ds_partitioned__extract_month + , subq_5.ds_partitioned__extract_day + , subq_5.ds_partitioned__extract_dow + , subq_5.ds_partitioned__extract_doy + , subq_5.ds__day + , subq_5.ds__week + , subq_5.ds__month + , subq_5.ds__quarter + , subq_5.ds__year + , subq_5.ds__extract_year + , subq_5.ds__extract_quarter + , subq_5.ds__extract_month + , subq_5.ds__extract_day + , subq_5.ds__extract_dow + , subq_5.ds__extract_doy + , subq_5.account_id__ds_partitioned__day + , subq_5.account_id__ds_partitioned__week + , subq_5.account_id__ds_partitioned__month + , subq_5.account_id__ds_partitioned__quarter + , subq_5.account_id__ds_partitioned__year + , subq_5.account_id__ds_partitioned__extract_year + , subq_5.account_id__ds_partitioned__extract_quarter + , subq_5.account_id__ds_partitioned__extract_month + , subq_5.account_id__ds_partitioned__extract_day + , subq_5.account_id__ds_partitioned__extract_dow + , subq_5.account_id__ds_partitioned__extract_doy + , subq_5.account_id__ds__day + , subq_5.account_id__ds__week + , subq_5.account_id__ds__month + , subq_5.account_id__ds__quarter + , subq_5.account_id__ds__year + , subq_5.account_id__ds__extract_year + , subq_5.account_id__ds__extract_quarter + , subq_5.account_id__ds__extract_month + , subq_5.account_id__ds__extract_day + , subq_5.account_id__ds__extract_dow + , subq_5.account_id__ds__extract_doy + , subq_5.ds__day AS metric_time__day + , subq_5.ds__week AS metric_time__week + , subq_5.ds__month AS metric_time__month + , subq_5.ds__quarter AS metric_time__quarter + , subq_5.ds__year AS metric_time__year + , subq_5.ds__extract_year AS metric_time__extract_year + , subq_5.ds__extract_quarter AS metric_time__extract_quarter + , subq_5.ds__extract_month AS metric_time__extract_month + , subq_5.ds__extract_day AS metric_time__extract_day + , subq_5.ds__extract_dow AS metric_time__extract_dow + , subq_5.ds__extract_doy AS metric_time__extract_doy + , subq_5.account_id + , subq_5.account_month + , subq_5.account_id__account_month + , subq_5.txn_count FROM ( -- Read Elements From Semantic Model 'account_month_txns' SELECT @@ -140,118 +140,199 @@ FROM ( , account_month_txns_src_22000.account_month AS account_id__account_month , account_month_txns_src_22000.account_id FROM ***************************.account_month_txns account_month_txns_src_22000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_5 + ) subq_6 + ) subq_7 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_name', 'ds_partitioned__day', 'account_id'] SELECT - subq_9.ds_partitioned__day - , subq_9.account_id - , subq_9.customer_id__customer_name + subq_13.ds_partitioned__day + , subq_13.account_id + , subq_13.customer_id__customer_name FROM ( -- Join Standard Outputs SELECT - subq_6.ds_partitioned__day AS ds_partitioned__day - , subq_6.ds_partitioned__week AS ds_partitioned__week - , subq_6.ds_partitioned__month AS ds_partitioned__month - , subq_6.ds_partitioned__quarter AS ds_partitioned__quarter - , subq_6.ds_partitioned__year AS ds_partitioned__year - , subq_6.ds_partitioned__extract_year AS ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month AS ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day AS ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow AS ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy AS ds_partitioned__extract_doy - , subq_6.account_id__ds_partitioned__day AS account_id__ds_partitioned__day - , subq_6.account_id__ds_partitioned__week AS account_id__ds_partitioned__week - , subq_6.account_id__ds_partitioned__month AS account_id__ds_partitioned__month - , subq_6.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter - , subq_6.account_id__ds_partitioned__year AS account_id__ds_partitioned__year - , subq_6.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year - , subq_6.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter - , subq_6.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month - , subq_6.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day - , subq_6.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow - , subq_6.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy - , subq_6.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day - , subq_6.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week - , subq_6.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month - , subq_6.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter - , subq_6.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year - , subq_6.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year - , subq_6.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter - , subq_6.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month - , subq_6.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day - , subq_6.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow - , subq_6.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy - , subq_8.ds_partitioned__day AS customer_id__ds_partitioned__day - , subq_8.ds_partitioned__week AS customer_id__ds_partitioned__week - , subq_8.ds_partitioned__month AS customer_id__ds_partitioned__month - , subq_8.ds_partitioned__quarter AS customer_id__ds_partitioned__quarter - , subq_8.ds_partitioned__year AS customer_id__ds_partitioned__year - , subq_8.ds_partitioned__extract_year AS customer_id__ds_partitioned__extract_year - , subq_8.ds_partitioned__extract_quarter AS customer_id__ds_partitioned__extract_quarter - , subq_8.ds_partitioned__extract_month AS customer_id__ds_partitioned__extract_month - , subq_8.ds_partitioned__extract_day AS customer_id__ds_partitioned__extract_day - , subq_8.ds_partitioned__extract_dow AS customer_id__ds_partitioned__extract_dow - , subq_8.ds_partitioned__extract_doy AS customer_id__ds_partitioned__extract_doy - , subq_6.account_id AS account_id - , subq_6.customer_id AS customer_id - , subq_6.account_id__customer_id AS account_id__customer_id - , subq_6.bridge_account__account_id AS bridge_account__account_id - , subq_6.bridge_account__customer_id AS bridge_account__customer_id - , subq_6.extra_dim AS extra_dim - , subq_6.account_id__extra_dim AS account_id__extra_dim - , subq_6.bridge_account__extra_dim AS bridge_account__extra_dim - , subq_8.customer_name AS customer_id__customer_name - , subq_8.customer_atomic_weight AS customer_id__customer_atomic_weight + subq_9.ds_partitioned__day AS ds_partitioned__day + , subq_9.ds_partitioned__week AS ds_partitioned__week + , subq_9.ds_partitioned__month AS ds_partitioned__month + , subq_9.ds_partitioned__quarter AS ds_partitioned__quarter + , subq_9.ds_partitioned__year AS ds_partitioned__year + , subq_9.ds_partitioned__extract_year AS ds_partitioned__extract_year + , subq_9.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter + , subq_9.ds_partitioned__extract_month AS ds_partitioned__extract_month + , subq_9.ds_partitioned__extract_day AS ds_partitioned__extract_day + , subq_9.ds_partitioned__extract_dow AS ds_partitioned__extract_dow + , subq_9.ds_partitioned__extract_doy AS ds_partitioned__extract_doy + , subq_9.account_id__ds_partitioned__day AS account_id__ds_partitioned__day + , subq_9.account_id__ds_partitioned__week AS account_id__ds_partitioned__week + , subq_9.account_id__ds_partitioned__month AS account_id__ds_partitioned__month + , subq_9.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter + , subq_9.account_id__ds_partitioned__year AS account_id__ds_partitioned__year + , subq_9.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year + , subq_9.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter + , subq_9.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month + , subq_9.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day + , subq_9.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow + , subq_9.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy + , subq_9.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day + , subq_9.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week + , subq_9.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month + , subq_9.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter + , subq_9.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year + , subq_9.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year + , subq_9.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter + , subq_9.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month + , subq_9.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day + , subq_9.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow + , subq_9.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy + , subq_9.metric_time__day AS metric_time__day + , subq_9.metric_time__week AS metric_time__week + , subq_9.metric_time__month AS metric_time__month + , subq_9.metric_time__quarter AS metric_time__quarter + , subq_9.metric_time__year AS metric_time__year + , subq_9.metric_time__extract_year AS metric_time__extract_year + , subq_9.metric_time__extract_quarter AS metric_time__extract_quarter + , subq_9.metric_time__extract_month AS metric_time__extract_month + , subq_9.metric_time__extract_day AS metric_time__extract_day + , subq_9.metric_time__extract_dow AS metric_time__extract_dow + , subq_9.metric_time__extract_doy AS metric_time__extract_doy + , subq_12.ds_partitioned__day AS customer_id__ds_partitioned__day + , subq_12.ds_partitioned__week AS customer_id__ds_partitioned__week + , subq_12.ds_partitioned__month AS customer_id__ds_partitioned__month + , subq_12.ds_partitioned__quarter AS customer_id__ds_partitioned__quarter + , subq_12.ds_partitioned__year AS customer_id__ds_partitioned__year + , subq_12.ds_partitioned__extract_year AS customer_id__ds_partitioned__extract_year + , subq_12.ds_partitioned__extract_quarter AS customer_id__ds_partitioned__extract_quarter + , subq_12.ds_partitioned__extract_month AS customer_id__ds_partitioned__extract_month + , subq_12.ds_partitioned__extract_day AS customer_id__ds_partitioned__extract_day + , subq_12.ds_partitioned__extract_dow AS customer_id__ds_partitioned__extract_dow + , subq_12.ds_partitioned__extract_doy AS customer_id__ds_partitioned__extract_doy + , subq_12.metric_time__day AS customer_id__metric_time__day + , subq_12.metric_time__week AS customer_id__metric_time__week + , subq_12.metric_time__month AS customer_id__metric_time__month + , subq_12.metric_time__quarter AS customer_id__metric_time__quarter + , subq_12.metric_time__year AS customer_id__metric_time__year + , subq_12.metric_time__extract_year AS customer_id__metric_time__extract_year + , subq_12.metric_time__extract_quarter AS customer_id__metric_time__extract_quarter + , subq_12.metric_time__extract_month AS customer_id__metric_time__extract_month + , subq_12.metric_time__extract_day AS customer_id__metric_time__extract_day + , subq_12.metric_time__extract_dow AS customer_id__metric_time__extract_dow + , subq_12.metric_time__extract_doy AS customer_id__metric_time__extract_doy + , subq_9.account_id AS account_id + , subq_9.customer_id AS customer_id + , subq_9.account_id__customer_id AS account_id__customer_id + , subq_9.bridge_account__account_id AS bridge_account__account_id + , subq_9.bridge_account__customer_id AS bridge_account__customer_id + , subq_9.extra_dim AS extra_dim + , subq_9.account_id__extra_dim AS account_id__extra_dim + , subq_9.bridge_account__extra_dim AS bridge_account__extra_dim + , subq_12.customer_name AS customer_id__customer_name + , subq_12.customer_atomic_weight AS customer_id__customer_atomic_weight + , subq_9.account_customer_combos AS account_customer_combos FROM ( - -- Read Elements From Semantic Model 'bridge_table' + -- Metric Time Dimension 'ds_partitioned' SELECT - bridge_table_src_22000.extra_dim - , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy - , bridge_table_src_22000.extra_dim AS account_id__extra_dim - , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__day - , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__week - , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__month - , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter - , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day - , EXTRACT(isodow FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow - , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy - , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim - , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__day - , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__week - , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__month - , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__quarter - , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day - , EXTRACT(isodow FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_dow - , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy - , bridge_table_src_22000.account_id - , bridge_table_src_22000.customer_id - , bridge_table_src_22000.customer_id AS account_id__customer_id - , bridge_table_src_22000.account_id AS bridge_account__account_id - , bridge_table_src_22000.customer_id AS bridge_account__customer_id - FROM ***************************.bridge_table bridge_table_src_22000 - ) subq_6 + subq_8.ds_partitioned__day + , subq_8.ds_partitioned__week + , subq_8.ds_partitioned__month + , subq_8.ds_partitioned__quarter + , subq_8.ds_partitioned__year + , subq_8.ds_partitioned__extract_year + , subq_8.ds_partitioned__extract_quarter + , subq_8.ds_partitioned__extract_month + , subq_8.ds_partitioned__extract_day + , subq_8.ds_partitioned__extract_dow + , subq_8.ds_partitioned__extract_doy + , subq_8.account_id__ds_partitioned__day + , subq_8.account_id__ds_partitioned__week + , subq_8.account_id__ds_partitioned__month + , subq_8.account_id__ds_partitioned__quarter + , subq_8.account_id__ds_partitioned__year + , subq_8.account_id__ds_partitioned__extract_year + , subq_8.account_id__ds_partitioned__extract_quarter + , subq_8.account_id__ds_partitioned__extract_month + , subq_8.account_id__ds_partitioned__extract_day + , subq_8.account_id__ds_partitioned__extract_dow + , subq_8.account_id__ds_partitioned__extract_doy + , subq_8.bridge_account__ds_partitioned__day + , subq_8.bridge_account__ds_partitioned__week + , subq_8.bridge_account__ds_partitioned__month + , subq_8.bridge_account__ds_partitioned__quarter + , subq_8.bridge_account__ds_partitioned__year + , subq_8.bridge_account__ds_partitioned__extract_year + , subq_8.bridge_account__ds_partitioned__extract_quarter + , subq_8.bridge_account__ds_partitioned__extract_month + , subq_8.bridge_account__ds_partitioned__extract_day + , subq_8.bridge_account__ds_partitioned__extract_dow + , subq_8.bridge_account__ds_partitioned__extract_doy + , subq_8.ds_partitioned__day AS metric_time__day + , subq_8.ds_partitioned__week AS metric_time__week + , subq_8.ds_partitioned__month AS metric_time__month + , subq_8.ds_partitioned__quarter AS metric_time__quarter + , subq_8.ds_partitioned__year AS metric_time__year + , subq_8.ds_partitioned__extract_year AS metric_time__extract_year + , subq_8.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_8.ds_partitioned__extract_month AS metric_time__extract_month + , subq_8.ds_partitioned__extract_day AS metric_time__extract_day + , subq_8.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_8.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_8.account_id + , subq_8.customer_id + , subq_8.account_id__customer_id + , subq_8.bridge_account__account_id + , subq_8.bridge_account__customer_id + , subq_8.extra_dim + , subq_8.account_id__extra_dim + , subq_8.bridge_account__extra_dim + , subq_8.account_customer_combos + FROM ( + -- Read Elements From Semantic Model 'bridge_table' + SELECT + account_id || customer_id AS account_customer_combos + , bridge_table_src_22000.extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS account_id__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , EXTRACT(isodow FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day + , EXTRACT(isodow FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy + , bridge_table_src_22000.account_id + , bridge_table_src_22000.customer_id + , bridge_table_src_22000.customer_id AS account_id__customer_id + , bridge_table_src_22000.account_id AS bridge_account__account_id + , bridge_table_src_22000.customer_id AS bridge_account__customer_id + FROM ***************************.bridge_table bridge_table_src_22000 + ) subq_8 + ) subq_9 LEFT OUTER JOIN ( -- Pass Only Elements: [ -- 'customer_name', @@ -280,85 +361,151 @@ FROM ( -- 'customer_id__ds_partitioned__extract_day', -- 'customer_id__ds_partitioned__extract_dow', -- 'customer_id__ds_partitioned__extract_doy', + -- 'metric_time__day', + -- 'metric_time__week', + -- 'metric_time__month', + -- 'metric_time__quarter', + -- 'metric_time__year', + -- 'metric_time__extract_year', + -- 'metric_time__extract_quarter', + -- 'metric_time__extract_month', + -- 'metric_time__extract_day', + -- 'metric_time__extract_dow', + -- 'metric_time__extract_doy', -- 'customer_id', -- ] SELECT - subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.customer_id__ds_partitioned__day - , subq_7.customer_id__ds_partitioned__week - , subq_7.customer_id__ds_partitioned__month - , subq_7.customer_id__ds_partitioned__quarter - , subq_7.customer_id__ds_partitioned__year - , subq_7.customer_id__ds_partitioned__extract_year - , subq_7.customer_id__ds_partitioned__extract_quarter - , subq_7.customer_id__ds_partitioned__extract_month - , subq_7.customer_id__ds_partitioned__extract_day - , subq_7.customer_id__ds_partitioned__extract_dow - , subq_7.customer_id__ds_partitioned__extract_doy - , subq_7.customer_id - , subq_7.customer_name - , subq_7.customer_atomic_weight - , subq_7.customer_id__customer_name - , subq_7.customer_id__customer_atomic_weight + subq_11.ds_partitioned__day + , subq_11.ds_partitioned__week + , subq_11.ds_partitioned__month + , subq_11.ds_partitioned__quarter + , subq_11.ds_partitioned__year + , subq_11.ds_partitioned__extract_year + , subq_11.ds_partitioned__extract_quarter + , subq_11.ds_partitioned__extract_month + , subq_11.ds_partitioned__extract_day + , subq_11.ds_partitioned__extract_dow + , subq_11.ds_partitioned__extract_doy + , subq_11.customer_id__ds_partitioned__day + , subq_11.customer_id__ds_partitioned__week + , subq_11.customer_id__ds_partitioned__month + , subq_11.customer_id__ds_partitioned__quarter + , subq_11.customer_id__ds_partitioned__year + , subq_11.customer_id__ds_partitioned__extract_year + , subq_11.customer_id__ds_partitioned__extract_quarter + , subq_11.customer_id__ds_partitioned__extract_month + , subq_11.customer_id__ds_partitioned__extract_day + , subq_11.customer_id__ds_partitioned__extract_dow + , subq_11.customer_id__ds_partitioned__extract_doy + , subq_11.metric_time__day + , subq_11.metric_time__week + , subq_11.metric_time__month + , subq_11.metric_time__quarter + , subq_11.metric_time__year + , subq_11.metric_time__extract_year + , subq_11.metric_time__extract_quarter + , subq_11.metric_time__extract_month + , subq_11.metric_time__extract_day + , subq_11.metric_time__extract_dow + , subq_11.metric_time__extract_doy + , subq_11.customer_id + , subq_11.customer_name + , subq_11.customer_atomic_weight + , subq_11.customer_id__customer_name + , subq_11.customer_id__customer_atomic_weight FROM ( - -- Read Elements From Semantic Model 'customer_table' + -- Metric Time Dimension 'ds_partitioned' SELECT - customer_table_src_22000.customer_name - , customer_table_src_22000.customer_atomic_weight - , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy - , customer_table_src_22000.customer_name AS customer_id__customer_name - , customer_table_src_22000.customer_atomic_weight AS customer_id__customer_atomic_weight - , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__day - , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__week - , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__month - , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__quarter - , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__year - , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_year - , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_quarter - , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_month - , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_day - , EXTRACT(isodow FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_dow - , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_doy - , customer_table_src_22000.customer_id - FROM ***************************.customer_table customer_table_src_22000 - ) subq_7 - ) subq_8 + subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.customer_id__ds_partitioned__day + , subq_10.customer_id__ds_partitioned__week + , subq_10.customer_id__ds_partitioned__month + , subq_10.customer_id__ds_partitioned__quarter + , subq_10.customer_id__ds_partitioned__year + , subq_10.customer_id__ds_partitioned__extract_year + , subq_10.customer_id__ds_partitioned__extract_quarter + , subq_10.customer_id__ds_partitioned__extract_month + , subq_10.customer_id__ds_partitioned__extract_day + , subq_10.customer_id__ds_partitioned__extract_dow + , subq_10.customer_id__ds_partitioned__extract_doy + , subq_10.ds_partitioned__day AS metric_time__day + , subq_10.ds_partitioned__week AS metric_time__week + , subq_10.ds_partitioned__month AS metric_time__month + , subq_10.ds_partitioned__quarter AS metric_time__quarter + , subq_10.ds_partitioned__year AS metric_time__year + , subq_10.ds_partitioned__extract_year AS metric_time__extract_year + , subq_10.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_10.ds_partitioned__extract_month AS metric_time__extract_month + , subq_10.ds_partitioned__extract_day AS metric_time__extract_day + , subq_10.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_10.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_10.customer_id + , subq_10.customer_name + , subq_10.customer_atomic_weight + , subq_10.customer_id__customer_name + , subq_10.customer_id__customer_atomic_weight + , subq_10.customers + FROM ( + -- Read Elements From Semantic Model 'customer_table' + SELECT + 1 AS customers + , customer_table_src_22000.customer_name + , customer_table_src_22000.customer_atomic_weight + , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , customer_table_src_22000.customer_name AS customer_id__customer_name + , customer_table_src_22000.customer_atomic_weight AS customer_id__customer_atomic_weight + , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__day + , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__week + , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__month + , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__quarter + , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__year + , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_month + , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_day + , EXTRACT(isodow FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_doy + , customer_table_src_22000.customer_id + FROM ***************************.customer_table customer_table_src_22000 + ) subq_10 + ) subq_11 + ) subq_12 ON ( - subq_6.customer_id = subq_8.customer_id + subq_9.customer_id = subq_12.customer_id ) AND ( - subq_6.ds_partitioned__day = subq_8.ds_partitioned__day + subq_9.ds_partitioned__day = subq_12.ds_partitioned__day ) - ) subq_9 - ) subq_10 + ) subq_13 + ) subq_14 ON ( - subq_5.account_id = subq_10.account_id + subq_7.account_id = subq_14.account_id ) AND ( - subq_5.ds_partitioned__day = subq_10.ds_partitioned__day + subq_7.ds_partitioned__day = subq_14.ds_partitioned__day ) - ) subq_11 - ) subq_12 + ) subq_15 + ) subq_16 GROUP BY - subq_12.account_id__customer_id__customer_name -) subq_13 + subq_16.account_id__customer_id__customer_name +) subq_17 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_multihop_node__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_multihop_node__plan0_optimized.sql index 3081559380..ee22b130fc 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_multihop_node__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/DuckDB/test_multihop_node__plan0_optimized.sql @@ -3,7 +3,7 @@ -- Aggregate Measures -- Compute Metrics via Expressions SELECT - subq_21.customer_id__customer_name AS account_id__customer_id__customer_name + subq_27.customer_id__customer_name AS account_id__customer_id__customer_name , SUM(account_month_txns_src_22000.txn_count) AS txn_count FROM ***************************.account_month_txns account_month_txns_src_22000 LEFT OUTER JOIN ( @@ -22,12 +22,12 @@ LEFT OUTER JOIN ( ) AND ( DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) = DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) ) -) subq_21 +) subq_27 ON ( - account_month_txns_src_22000.account_id = subq_21.account_id + account_month_txns_src_22000.account_id = subq_27.account_id ) AND ( - DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) = subq_21.ds_partitioned__day + DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) = subq_27.ds_partitioned__day ) GROUP BY - subq_21.customer_id__customer_name + subq_27.customer_id__customer_name diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_multihop_node__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_multihop_node__plan0.sql index 80ac54f844..e4e771cb7c 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_multihop_node__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_multihop_node__plan0.sql @@ -1,93 +1,93 @@ -- Compute Metrics via Expressions SELECT - subq_13.account_id__customer_id__customer_name - , subq_13.txn_count + subq_17.account_id__customer_id__customer_name + , subq_17.txn_count FROM ( -- Aggregate Measures SELECT - subq_12.account_id__customer_id__customer_name - , SUM(subq_12.txn_count) AS txn_count + subq_16.account_id__customer_id__customer_name + , SUM(subq_16.txn_count) AS txn_count FROM ( -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_name'] SELECT - subq_11.account_id__customer_id__customer_name - , subq_11.txn_count + subq_15.account_id__customer_id__customer_name + , subq_15.txn_count FROM ( -- Join Standard Outputs SELECT - subq_5.ds_partitioned__day AS ds_partitioned__day - , subq_10.ds_partitioned__day AS account_id__ds_partitioned__day - , subq_5.account_id AS account_id - , subq_10.customer_id__customer_name AS account_id__customer_id__customer_name - , subq_5.txn_count AS txn_count + subq_7.ds_partitioned__day AS ds_partitioned__day + , subq_14.ds_partitioned__day AS account_id__ds_partitioned__day + , subq_7.account_id AS account_id + , subq_14.customer_id__customer_name AS account_id__customer_id__customer_name + , subq_7.txn_count AS txn_count FROM ( -- Pass Only Elements: ['txn_count', 'ds_partitioned__day', 'account_id'] SELECT - subq_4.ds_partitioned__day - , subq_4.account_id - , subq_4.txn_count + subq_6.ds_partitioned__day + , subq_6.account_id + , subq_6.txn_count FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds_partitioned__day - , subq_3.ds_partitioned__week - , subq_3.ds_partitioned__month - , subq_3.ds_partitioned__quarter - , subq_3.ds_partitioned__year - , subq_3.ds_partitioned__extract_year - , subq_3.ds_partitioned__extract_quarter - , subq_3.ds_partitioned__extract_month - , subq_3.ds_partitioned__extract_day - , subq_3.ds_partitioned__extract_dow - , subq_3.ds_partitioned__extract_doy - , subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.account_id__ds_partitioned__day - , subq_3.account_id__ds_partitioned__week - , subq_3.account_id__ds_partitioned__month - , subq_3.account_id__ds_partitioned__quarter - , subq_3.account_id__ds_partitioned__year - , subq_3.account_id__ds_partitioned__extract_year - , subq_3.account_id__ds_partitioned__extract_quarter - , subq_3.account_id__ds_partitioned__extract_month - , subq_3.account_id__ds_partitioned__extract_day - , subq_3.account_id__ds_partitioned__extract_dow - , subq_3.account_id__ds_partitioned__extract_doy - , subq_3.account_id__ds__day - , subq_3.account_id__ds__week - , subq_3.account_id__ds__month - , subq_3.account_id__ds__quarter - , subq_3.account_id__ds__year - , subq_3.account_id__ds__extract_year - , subq_3.account_id__ds__extract_quarter - , subq_3.account_id__ds__extract_month - , subq_3.account_id__ds__extract_day - , subq_3.account_id__ds__extract_dow - , subq_3.account_id__ds__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy - , subq_3.account_id - , subq_3.account_month - , subq_3.account_id__account_month - , subq_3.txn_count + subq_5.ds_partitioned__day + , subq_5.ds_partitioned__week + , subq_5.ds_partitioned__month + , subq_5.ds_partitioned__quarter + , subq_5.ds_partitioned__year + , subq_5.ds_partitioned__extract_year + , subq_5.ds_partitioned__extract_quarter + , subq_5.ds_partitioned__extract_month + , subq_5.ds_partitioned__extract_day + , subq_5.ds_partitioned__extract_dow + , subq_5.ds_partitioned__extract_doy + , subq_5.ds__day + , subq_5.ds__week + , subq_5.ds__month + , subq_5.ds__quarter + , subq_5.ds__year + , subq_5.ds__extract_year + , subq_5.ds__extract_quarter + , subq_5.ds__extract_month + , subq_5.ds__extract_day + , subq_5.ds__extract_dow + , subq_5.ds__extract_doy + , subq_5.account_id__ds_partitioned__day + , subq_5.account_id__ds_partitioned__week + , subq_5.account_id__ds_partitioned__month + , subq_5.account_id__ds_partitioned__quarter + , subq_5.account_id__ds_partitioned__year + , subq_5.account_id__ds_partitioned__extract_year + , subq_5.account_id__ds_partitioned__extract_quarter + , subq_5.account_id__ds_partitioned__extract_month + , subq_5.account_id__ds_partitioned__extract_day + , subq_5.account_id__ds_partitioned__extract_dow + , subq_5.account_id__ds_partitioned__extract_doy + , subq_5.account_id__ds__day + , subq_5.account_id__ds__week + , subq_5.account_id__ds__month + , subq_5.account_id__ds__quarter + , subq_5.account_id__ds__year + , subq_5.account_id__ds__extract_year + , subq_5.account_id__ds__extract_quarter + , subq_5.account_id__ds__extract_month + , subq_5.account_id__ds__extract_day + , subq_5.account_id__ds__extract_dow + , subq_5.account_id__ds__extract_doy + , subq_5.ds__day AS metric_time__day + , subq_5.ds__week AS metric_time__week + , subq_5.ds__month AS metric_time__month + , subq_5.ds__quarter AS metric_time__quarter + , subq_5.ds__year AS metric_time__year + , subq_5.ds__extract_year AS metric_time__extract_year + , subq_5.ds__extract_quarter AS metric_time__extract_quarter + , subq_5.ds__extract_month AS metric_time__extract_month + , subq_5.ds__extract_day AS metric_time__extract_day + , subq_5.ds__extract_dow AS metric_time__extract_dow + , subq_5.ds__extract_doy AS metric_time__extract_doy + , subq_5.account_id + , subq_5.account_month + , subq_5.account_id__account_month + , subq_5.txn_count FROM ( -- Read Elements From Semantic Model 'account_month_txns' SELECT @@ -140,118 +140,199 @@ FROM ( , account_month_txns_src_22000.account_month AS account_id__account_month , account_month_txns_src_22000.account_id FROM ***************************.account_month_txns account_month_txns_src_22000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_5 + ) subq_6 + ) subq_7 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_name', 'ds_partitioned__day', 'account_id'] SELECT - subq_9.ds_partitioned__day - , subq_9.account_id - , subq_9.customer_id__customer_name + subq_13.ds_partitioned__day + , subq_13.account_id + , subq_13.customer_id__customer_name FROM ( -- Join Standard Outputs SELECT - subq_6.ds_partitioned__day AS ds_partitioned__day - , subq_6.ds_partitioned__week AS ds_partitioned__week - , subq_6.ds_partitioned__month AS ds_partitioned__month - , subq_6.ds_partitioned__quarter AS ds_partitioned__quarter - , subq_6.ds_partitioned__year AS ds_partitioned__year - , subq_6.ds_partitioned__extract_year AS ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month AS ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day AS ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow AS ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy AS ds_partitioned__extract_doy - , subq_6.account_id__ds_partitioned__day AS account_id__ds_partitioned__day - , subq_6.account_id__ds_partitioned__week AS account_id__ds_partitioned__week - , subq_6.account_id__ds_partitioned__month AS account_id__ds_partitioned__month - , subq_6.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter - , subq_6.account_id__ds_partitioned__year AS account_id__ds_partitioned__year - , subq_6.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year - , subq_6.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter - , subq_6.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month - , subq_6.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day - , subq_6.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow - , subq_6.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy - , subq_6.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day - , subq_6.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week - , subq_6.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month - , subq_6.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter - , subq_6.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year - , subq_6.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year - , subq_6.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter - , subq_6.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month - , subq_6.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day - , subq_6.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow - , subq_6.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy - , subq_8.ds_partitioned__day AS customer_id__ds_partitioned__day - , subq_8.ds_partitioned__week AS customer_id__ds_partitioned__week - , subq_8.ds_partitioned__month AS customer_id__ds_partitioned__month - , subq_8.ds_partitioned__quarter AS customer_id__ds_partitioned__quarter - , subq_8.ds_partitioned__year AS customer_id__ds_partitioned__year - , subq_8.ds_partitioned__extract_year AS customer_id__ds_partitioned__extract_year - , subq_8.ds_partitioned__extract_quarter AS customer_id__ds_partitioned__extract_quarter - , subq_8.ds_partitioned__extract_month AS customer_id__ds_partitioned__extract_month - , subq_8.ds_partitioned__extract_day AS customer_id__ds_partitioned__extract_day - , subq_8.ds_partitioned__extract_dow AS customer_id__ds_partitioned__extract_dow - , subq_8.ds_partitioned__extract_doy AS customer_id__ds_partitioned__extract_doy - , subq_6.account_id AS account_id - , subq_6.customer_id AS customer_id - , subq_6.account_id__customer_id AS account_id__customer_id - , subq_6.bridge_account__account_id AS bridge_account__account_id - , subq_6.bridge_account__customer_id AS bridge_account__customer_id - , subq_6.extra_dim AS extra_dim - , subq_6.account_id__extra_dim AS account_id__extra_dim - , subq_6.bridge_account__extra_dim AS bridge_account__extra_dim - , subq_8.customer_name AS customer_id__customer_name - , subq_8.customer_atomic_weight AS customer_id__customer_atomic_weight + subq_9.ds_partitioned__day AS ds_partitioned__day + , subq_9.ds_partitioned__week AS ds_partitioned__week + , subq_9.ds_partitioned__month AS ds_partitioned__month + , subq_9.ds_partitioned__quarter AS ds_partitioned__quarter + , subq_9.ds_partitioned__year AS ds_partitioned__year + , subq_9.ds_partitioned__extract_year AS ds_partitioned__extract_year + , subq_9.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter + , subq_9.ds_partitioned__extract_month AS ds_partitioned__extract_month + , subq_9.ds_partitioned__extract_day AS ds_partitioned__extract_day + , subq_9.ds_partitioned__extract_dow AS ds_partitioned__extract_dow + , subq_9.ds_partitioned__extract_doy AS ds_partitioned__extract_doy + , subq_9.account_id__ds_partitioned__day AS account_id__ds_partitioned__day + , subq_9.account_id__ds_partitioned__week AS account_id__ds_partitioned__week + , subq_9.account_id__ds_partitioned__month AS account_id__ds_partitioned__month + , subq_9.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter + , subq_9.account_id__ds_partitioned__year AS account_id__ds_partitioned__year + , subq_9.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year + , subq_9.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter + , subq_9.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month + , subq_9.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day + , subq_9.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow + , subq_9.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy + , subq_9.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day + , subq_9.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week + , subq_9.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month + , subq_9.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter + , subq_9.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year + , subq_9.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year + , subq_9.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter + , subq_9.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month + , subq_9.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day + , subq_9.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow + , subq_9.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy + , subq_9.metric_time__day AS metric_time__day + , subq_9.metric_time__week AS metric_time__week + , subq_9.metric_time__month AS metric_time__month + , subq_9.metric_time__quarter AS metric_time__quarter + , subq_9.metric_time__year AS metric_time__year + , subq_9.metric_time__extract_year AS metric_time__extract_year + , subq_9.metric_time__extract_quarter AS metric_time__extract_quarter + , subq_9.metric_time__extract_month AS metric_time__extract_month + , subq_9.metric_time__extract_day AS metric_time__extract_day + , subq_9.metric_time__extract_dow AS metric_time__extract_dow + , subq_9.metric_time__extract_doy AS metric_time__extract_doy + , subq_12.ds_partitioned__day AS customer_id__ds_partitioned__day + , subq_12.ds_partitioned__week AS customer_id__ds_partitioned__week + , subq_12.ds_partitioned__month AS customer_id__ds_partitioned__month + , subq_12.ds_partitioned__quarter AS customer_id__ds_partitioned__quarter + , subq_12.ds_partitioned__year AS customer_id__ds_partitioned__year + , subq_12.ds_partitioned__extract_year AS customer_id__ds_partitioned__extract_year + , subq_12.ds_partitioned__extract_quarter AS customer_id__ds_partitioned__extract_quarter + , subq_12.ds_partitioned__extract_month AS customer_id__ds_partitioned__extract_month + , subq_12.ds_partitioned__extract_day AS customer_id__ds_partitioned__extract_day + , subq_12.ds_partitioned__extract_dow AS customer_id__ds_partitioned__extract_dow + , subq_12.ds_partitioned__extract_doy AS customer_id__ds_partitioned__extract_doy + , subq_12.metric_time__day AS customer_id__metric_time__day + , subq_12.metric_time__week AS customer_id__metric_time__week + , subq_12.metric_time__month AS customer_id__metric_time__month + , subq_12.metric_time__quarter AS customer_id__metric_time__quarter + , subq_12.metric_time__year AS customer_id__metric_time__year + , subq_12.metric_time__extract_year AS customer_id__metric_time__extract_year + , subq_12.metric_time__extract_quarter AS customer_id__metric_time__extract_quarter + , subq_12.metric_time__extract_month AS customer_id__metric_time__extract_month + , subq_12.metric_time__extract_day AS customer_id__metric_time__extract_day + , subq_12.metric_time__extract_dow AS customer_id__metric_time__extract_dow + , subq_12.metric_time__extract_doy AS customer_id__metric_time__extract_doy + , subq_9.account_id AS account_id + , subq_9.customer_id AS customer_id + , subq_9.account_id__customer_id AS account_id__customer_id + , subq_9.bridge_account__account_id AS bridge_account__account_id + , subq_9.bridge_account__customer_id AS bridge_account__customer_id + , subq_9.extra_dim AS extra_dim + , subq_9.account_id__extra_dim AS account_id__extra_dim + , subq_9.bridge_account__extra_dim AS bridge_account__extra_dim + , subq_12.customer_name AS customer_id__customer_name + , subq_12.customer_atomic_weight AS customer_id__customer_atomic_weight + , subq_9.account_customer_combos AS account_customer_combos FROM ( - -- Read Elements From Semantic Model 'bridge_table' + -- Metric Time Dimension 'ds_partitioned' SELECT - bridge_table_src_22000.extra_dim - , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy - , bridge_table_src_22000.extra_dim AS account_id__extra_dim - , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__day - , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__week - , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__month - , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter - , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day - , EXTRACT(isodow FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow - , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy - , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim - , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__day - , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__week - , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__month - , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__quarter - , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day - , EXTRACT(isodow FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_dow - , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy - , bridge_table_src_22000.account_id - , bridge_table_src_22000.customer_id - , bridge_table_src_22000.customer_id AS account_id__customer_id - , bridge_table_src_22000.account_id AS bridge_account__account_id - , bridge_table_src_22000.customer_id AS bridge_account__customer_id - FROM ***************************.bridge_table bridge_table_src_22000 - ) subq_6 + subq_8.ds_partitioned__day + , subq_8.ds_partitioned__week + , subq_8.ds_partitioned__month + , subq_8.ds_partitioned__quarter + , subq_8.ds_partitioned__year + , subq_8.ds_partitioned__extract_year + , subq_8.ds_partitioned__extract_quarter + , subq_8.ds_partitioned__extract_month + , subq_8.ds_partitioned__extract_day + , subq_8.ds_partitioned__extract_dow + , subq_8.ds_partitioned__extract_doy + , subq_8.account_id__ds_partitioned__day + , subq_8.account_id__ds_partitioned__week + , subq_8.account_id__ds_partitioned__month + , subq_8.account_id__ds_partitioned__quarter + , subq_8.account_id__ds_partitioned__year + , subq_8.account_id__ds_partitioned__extract_year + , subq_8.account_id__ds_partitioned__extract_quarter + , subq_8.account_id__ds_partitioned__extract_month + , subq_8.account_id__ds_partitioned__extract_day + , subq_8.account_id__ds_partitioned__extract_dow + , subq_8.account_id__ds_partitioned__extract_doy + , subq_8.bridge_account__ds_partitioned__day + , subq_8.bridge_account__ds_partitioned__week + , subq_8.bridge_account__ds_partitioned__month + , subq_8.bridge_account__ds_partitioned__quarter + , subq_8.bridge_account__ds_partitioned__year + , subq_8.bridge_account__ds_partitioned__extract_year + , subq_8.bridge_account__ds_partitioned__extract_quarter + , subq_8.bridge_account__ds_partitioned__extract_month + , subq_8.bridge_account__ds_partitioned__extract_day + , subq_8.bridge_account__ds_partitioned__extract_dow + , subq_8.bridge_account__ds_partitioned__extract_doy + , subq_8.ds_partitioned__day AS metric_time__day + , subq_8.ds_partitioned__week AS metric_time__week + , subq_8.ds_partitioned__month AS metric_time__month + , subq_8.ds_partitioned__quarter AS metric_time__quarter + , subq_8.ds_partitioned__year AS metric_time__year + , subq_8.ds_partitioned__extract_year AS metric_time__extract_year + , subq_8.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_8.ds_partitioned__extract_month AS metric_time__extract_month + , subq_8.ds_partitioned__extract_day AS metric_time__extract_day + , subq_8.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_8.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_8.account_id + , subq_8.customer_id + , subq_8.account_id__customer_id + , subq_8.bridge_account__account_id + , subq_8.bridge_account__customer_id + , subq_8.extra_dim + , subq_8.account_id__extra_dim + , subq_8.bridge_account__extra_dim + , subq_8.account_customer_combos + FROM ( + -- Read Elements From Semantic Model 'bridge_table' + SELECT + account_id || customer_id AS account_customer_combos + , bridge_table_src_22000.extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS account_id__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , EXTRACT(isodow FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day + , EXTRACT(isodow FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy + , bridge_table_src_22000.account_id + , bridge_table_src_22000.customer_id + , bridge_table_src_22000.customer_id AS account_id__customer_id + , bridge_table_src_22000.account_id AS bridge_account__account_id + , bridge_table_src_22000.customer_id AS bridge_account__customer_id + FROM ***************************.bridge_table bridge_table_src_22000 + ) subq_8 + ) subq_9 LEFT OUTER JOIN ( -- Pass Only Elements: [ -- 'customer_name', @@ -280,85 +361,151 @@ FROM ( -- 'customer_id__ds_partitioned__extract_day', -- 'customer_id__ds_partitioned__extract_dow', -- 'customer_id__ds_partitioned__extract_doy', + -- 'metric_time__day', + -- 'metric_time__week', + -- 'metric_time__month', + -- 'metric_time__quarter', + -- 'metric_time__year', + -- 'metric_time__extract_year', + -- 'metric_time__extract_quarter', + -- 'metric_time__extract_month', + -- 'metric_time__extract_day', + -- 'metric_time__extract_dow', + -- 'metric_time__extract_doy', -- 'customer_id', -- ] SELECT - subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.customer_id__ds_partitioned__day - , subq_7.customer_id__ds_partitioned__week - , subq_7.customer_id__ds_partitioned__month - , subq_7.customer_id__ds_partitioned__quarter - , subq_7.customer_id__ds_partitioned__year - , subq_7.customer_id__ds_partitioned__extract_year - , subq_7.customer_id__ds_partitioned__extract_quarter - , subq_7.customer_id__ds_partitioned__extract_month - , subq_7.customer_id__ds_partitioned__extract_day - , subq_7.customer_id__ds_partitioned__extract_dow - , subq_7.customer_id__ds_partitioned__extract_doy - , subq_7.customer_id - , subq_7.customer_name - , subq_7.customer_atomic_weight - , subq_7.customer_id__customer_name - , subq_7.customer_id__customer_atomic_weight + subq_11.ds_partitioned__day + , subq_11.ds_partitioned__week + , subq_11.ds_partitioned__month + , subq_11.ds_partitioned__quarter + , subq_11.ds_partitioned__year + , subq_11.ds_partitioned__extract_year + , subq_11.ds_partitioned__extract_quarter + , subq_11.ds_partitioned__extract_month + , subq_11.ds_partitioned__extract_day + , subq_11.ds_partitioned__extract_dow + , subq_11.ds_partitioned__extract_doy + , subq_11.customer_id__ds_partitioned__day + , subq_11.customer_id__ds_partitioned__week + , subq_11.customer_id__ds_partitioned__month + , subq_11.customer_id__ds_partitioned__quarter + , subq_11.customer_id__ds_partitioned__year + , subq_11.customer_id__ds_partitioned__extract_year + , subq_11.customer_id__ds_partitioned__extract_quarter + , subq_11.customer_id__ds_partitioned__extract_month + , subq_11.customer_id__ds_partitioned__extract_day + , subq_11.customer_id__ds_partitioned__extract_dow + , subq_11.customer_id__ds_partitioned__extract_doy + , subq_11.metric_time__day + , subq_11.metric_time__week + , subq_11.metric_time__month + , subq_11.metric_time__quarter + , subq_11.metric_time__year + , subq_11.metric_time__extract_year + , subq_11.metric_time__extract_quarter + , subq_11.metric_time__extract_month + , subq_11.metric_time__extract_day + , subq_11.metric_time__extract_dow + , subq_11.metric_time__extract_doy + , subq_11.customer_id + , subq_11.customer_name + , subq_11.customer_atomic_weight + , subq_11.customer_id__customer_name + , subq_11.customer_id__customer_atomic_weight FROM ( - -- Read Elements From Semantic Model 'customer_table' + -- Metric Time Dimension 'ds_partitioned' SELECT - customer_table_src_22000.customer_name - , customer_table_src_22000.customer_atomic_weight - , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(isodow FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy - , customer_table_src_22000.customer_name AS customer_id__customer_name - , customer_table_src_22000.customer_atomic_weight AS customer_id__customer_atomic_weight - , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__day - , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__week - , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__month - , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__quarter - , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__year - , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_year - , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_quarter - , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_month - , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_day - , EXTRACT(isodow FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_dow - , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_doy - , customer_table_src_22000.customer_id - FROM ***************************.customer_table customer_table_src_22000 - ) subq_7 - ) subq_8 + subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.customer_id__ds_partitioned__day + , subq_10.customer_id__ds_partitioned__week + , subq_10.customer_id__ds_partitioned__month + , subq_10.customer_id__ds_partitioned__quarter + , subq_10.customer_id__ds_partitioned__year + , subq_10.customer_id__ds_partitioned__extract_year + , subq_10.customer_id__ds_partitioned__extract_quarter + , subq_10.customer_id__ds_partitioned__extract_month + , subq_10.customer_id__ds_partitioned__extract_day + , subq_10.customer_id__ds_partitioned__extract_dow + , subq_10.customer_id__ds_partitioned__extract_doy + , subq_10.ds_partitioned__day AS metric_time__day + , subq_10.ds_partitioned__week AS metric_time__week + , subq_10.ds_partitioned__month AS metric_time__month + , subq_10.ds_partitioned__quarter AS metric_time__quarter + , subq_10.ds_partitioned__year AS metric_time__year + , subq_10.ds_partitioned__extract_year AS metric_time__extract_year + , subq_10.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_10.ds_partitioned__extract_month AS metric_time__extract_month + , subq_10.ds_partitioned__extract_day AS metric_time__extract_day + , subq_10.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_10.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_10.customer_id + , subq_10.customer_name + , subq_10.customer_atomic_weight + , subq_10.customer_id__customer_name + , subq_10.customer_id__customer_atomic_weight + , subq_10.customers + FROM ( + -- Read Elements From Semantic Model 'customer_table' + SELECT + 1 AS customers + , customer_table_src_22000.customer_name + , customer_table_src_22000.customer_atomic_weight + , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , customer_table_src_22000.customer_name AS customer_id__customer_name + , customer_table_src_22000.customer_atomic_weight AS customer_id__customer_atomic_weight + , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__day + , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__week + , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__month + , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__quarter + , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__year + , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_month + , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_day + , EXTRACT(isodow FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_doy + , customer_table_src_22000.customer_id + FROM ***************************.customer_table customer_table_src_22000 + ) subq_10 + ) subq_11 + ) subq_12 ON ( - subq_6.customer_id = subq_8.customer_id + subq_9.customer_id = subq_12.customer_id ) AND ( - subq_6.ds_partitioned__day = subq_8.ds_partitioned__day + subq_9.ds_partitioned__day = subq_12.ds_partitioned__day ) - ) subq_9 - ) subq_10 + ) subq_13 + ) subq_14 ON ( - subq_5.account_id = subq_10.account_id + subq_7.account_id = subq_14.account_id ) AND ( - subq_5.ds_partitioned__day = subq_10.ds_partitioned__day + subq_7.ds_partitioned__day = subq_14.ds_partitioned__day ) - ) subq_11 - ) subq_12 + ) subq_15 + ) subq_16 GROUP BY - subq_12.account_id__customer_id__customer_name -) subq_13 + subq_16.account_id__customer_id__customer_name +) subq_17 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_multihop_node__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_multihop_node__plan0_optimized.sql index 3081559380..ee22b130fc 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_multihop_node__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Postgres/test_multihop_node__plan0_optimized.sql @@ -3,7 +3,7 @@ -- Aggregate Measures -- Compute Metrics via Expressions SELECT - subq_21.customer_id__customer_name AS account_id__customer_id__customer_name + subq_27.customer_id__customer_name AS account_id__customer_id__customer_name , SUM(account_month_txns_src_22000.txn_count) AS txn_count FROM ***************************.account_month_txns account_month_txns_src_22000 LEFT OUTER JOIN ( @@ -22,12 +22,12 @@ LEFT OUTER JOIN ( ) AND ( DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) = DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) ) -) subq_21 +) subq_27 ON ( - account_month_txns_src_22000.account_id = subq_21.account_id + account_month_txns_src_22000.account_id = subq_27.account_id ) AND ( - DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) = subq_21.ds_partitioned__day + DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) = subq_27.ds_partitioned__day ) GROUP BY - subq_21.customer_id__customer_name + subq_27.customer_id__customer_name diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_multihop_node__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_multihop_node__plan0.sql index 9ec25ff75b..d6df2f60b8 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_multihop_node__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_multihop_node__plan0.sql @@ -1,93 +1,93 @@ -- Compute Metrics via Expressions SELECT - subq_13.account_id__customer_id__customer_name - , subq_13.txn_count + subq_17.account_id__customer_id__customer_name + , subq_17.txn_count FROM ( -- Aggregate Measures SELECT - subq_12.account_id__customer_id__customer_name - , SUM(subq_12.txn_count) AS txn_count + subq_16.account_id__customer_id__customer_name + , SUM(subq_16.txn_count) AS txn_count FROM ( -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_name'] SELECT - subq_11.account_id__customer_id__customer_name - , subq_11.txn_count + subq_15.account_id__customer_id__customer_name + , subq_15.txn_count FROM ( -- Join Standard Outputs SELECT - subq_5.ds_partitioned__day AS ds_partitioned__day - , subq_10.ds_partitioned__day AS account_id__ds_partitioned__day - , subq_5.account_id AS account_id - , subq_10.customer_id__customer_name AS account_id__customer_id__customer_name - , subq_5.txn_count AS txn_count + subq_7.ds_partitioned__day AS ds_partitioned__day + , subq_14.ds_partitioned__day AS account_id__ds_partitioned__day + , subq_7.account_id AS account_id + , subq_14.customer_id__customer_name AS account_id__customer_id__customer_name + , subq_7.txn_count AS txn_count FROM ( -- Pass Only Elements: ['txn_count', 'ds_partitioned__day', 'account_id'] SELECT - subq_4.ds_partitioned__day - , subq_4.account_id - , subq_4.txn_count + subq_6.ds_partitioned__day + , subq_6.account_id + , subq_6.txn_count FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds_partitioned__day - , subq_3.ds_partitioned__week - , subq_3.ds_partitioned__month - , subq_3.ds_partitioned__quarter - , subq_3.ds_partitioned__year - , subq_3.ds_partitioned__extract_year - , subq_3.ds_partitioned__extract_quarter - , subq_3.ds_partitioned__extract_month - , subq_3.ds_partitioned__extract_day - , subq_3.ds_partitioned__extract_dow - , subq_3.ds_partitioned__extract_doy - , subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.account_id__ds_partitioned__day - , subq_3.account_id__ds_partitioned__week - , subq_3.account_id__ds_partitioned__month - , subq_3.account_id__ds_partitioned__quarter - , subq_3.account_id__ds_partitioned__year - , subq_3.account_id__ds_partitioned__extract_year - , subq_3.account_id__ds_partitioned__extract_quarter - , subq_3.account_id__ds_partitioned__extract_month - , subq_3.account_id__ds_partitioned__extract_day - , subq_3.account_id__ds_partitioned__extract_dow - , subq_3.account_id__ds_partitioned__extract_doy - , subq_3.account_id__ds__day - , subq_3.account_id__ds__week - , subq_3.account_id__ds__month - , subq_3.account_id__ds__quarter - , subq_3.account_id__ds__year - , subq_3.account_id__ds__extract_year - , subq_3.account_id__ds__extract_quarter - , subq_3.account_id__ds__extract_month - , subq_3.account_id__ds__extract_day - , subq_3.account_id__ds__extract_dow - , subq_3.account_id__ds__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy - , subq_3.account_id - , subq_3.account_month - , subq_3.account_id__account_month - , subq_3.txn_count + subq_5.ds_partitioned__day + , subq_5.ds_partitioned__week + , subq_5.ds_partitioned__month + , subq_5.ds_partitioned__quarter + , subq_5.ds_partitioned__year + , subq_5.ds_partitioned__extract_year + , subq_5.ds_partitioned__extract_quarter + , subq_5.ds_partitioned__extract_month + , subq_5.ds_partitioned__extract_day + , subq_5.ds_partitioned__extract_dow + , subq_5.ds_partitioned__extract_doy + , subq_5.ds__day + , subq_5.ds__week + , subq_5.ds__month + , subq_5.ds__quarter + , subq_5.ds__year + , subq_5.ds__extract_year + , subq_5.ds__extract_quarter + , subq_5.ds__extract_month + , subq_5.ds__extract_day + , subq_5.ds__extract_dow + , subq_5.ds__extract_doy + , subq_5.account_id__ds_partitioned__day + , subq_5.account_id__ds_partitioned__week + , subq_5.account_id__ds_partitioned__month + , subq_5.account_id__ds_partitioned__quarter + , subq_5.account_id__ds_partitioned__year + , subq_5.account_id__ds_partitioned__extract_year + , subq_5.account_id__ds_partitioned__extract_quarter + , subq_5.account_id__ds_partitioned__extract_month + , subq_5.account_id__ds_partitioned__extract_day + , subq_5.account_id__ds_partitioned__extract_dow + , subq_5.account_id__ds_partitioned__extract_doy + , subq_5.account_id__ds__day + , subq_5.account_id__ds__week + , subq_5.account_id__ds__month + , subq_5.account_id__ds__quarter + , subq_5.account_id__ds__year + , subq_5.account_id__ds__extract_year + , subq_5.account_id__ds__extract_quarter + , subq_5.account_id__ds__extract_month + , subq_5.account_id__ds__extract_day + , subq_5.account_id__ds__extract_dow + , subq_5.account_id__ds__extract_doy + , subq_5.ds__day AS metric_time__day + , subq_5.ds__week AS metric_time__week + , subq_5.ds__month AS metric_time__month + , subq_5.ds__quarter AS metric_time__quarter + , subq_5.ds__year AS metric_time__year + , subq_5.ds__extract_year AS metric_time__extract_year + , subq_5.ds__extract_quarter AS metric_time__extract_quarter + , subq_5.ds__extract_month AS metric_time__extract_month + , subq_5.ds__extract_day AS metric_time__extract_day + , subq_5.ds__extract_dow AS metric_time__extract_dow + , subq_5.ds__extract_doy AS metric_time__extract_doy + , subq_5.account_id + , subq_5.account_month + , subq_5.account_id__account_month + , subq_5.txn_count FROM ( -- Read Elements From Semantic Model 'account_month_txns' SELECT @@ -140,118 +140,199 @@ FROM ( , account_month_txns_src_22000.account_month AS account_id__account_month , account_month_txns_src_22000.account_id FROM ***************************.account_month_txns account_month_txns_src_22000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_5 + ) subq_6 + ) subq_7 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_name', 'ds_partitioned__day', 'account_id'] SELECT - subq_9.ds_partitioned__day - , subq_9.account_id - , subq_9.customer_id__customer_name + subq_13.ds_partitioned__day + , subq_13.account_id + , subq_13.customer_id__customer_name FROM ( -- Join Standard Outputs SELECT - subq_6.ds_partitioned__day AS ds_partitioned__day - , subq_6.ds_partitioned__week AS ds_partitioned__week - , subq_6.ds_partitioned__month AS ds_partitioned__month - , subq_6.ds_partitioned__quarter AS ds_partitioned__quarter - , subq_6.ds_partitioned__year AS ds_partitioned__year - , subq_6.ds_partitioned__extract_year AS ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month AS ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day AS ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow AS ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy AS ds_partitioned__extract_doy - , subq_6.account_id__ds_partitioned__day AS account_id__ds_partitioned__day - , subq_6.account_id__ds_partitioned__week AS account_id__ds_partitioned__week - , subq_6.account_id__ds_partitioned__month AS account_id__ds_partitioned__month - , subq_6.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter - , subq_6.account_id__ds_partitioned__year AS account_id__ds_partitioned__year - , subq_6.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year - , subq_6.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter - , subq_6.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month - , subq_6.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day - , subq_6.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow - , subq_6.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy - , subq_6.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day - , subq_6.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week - , subq_6.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month - , subq_6.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter - , subq_6.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year - , subq_6.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year - , subq_6.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter - , subq_6.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month - , subq_6.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day - , subq_6.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow - , subq_6.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy - , subq_8.ds_partitioned__day AS customer_id__ds_partitioned__day - , subq_8.ds_partitioned__week AS customer_id__ds_partitioned__week - , subq_8.ds_partitioned__month AS customer_id__ds_partitioned__month - , subq_8.ds_partitioned__quarter AS customer_id__ds_partitioned__quarter - , subq_8.ds_partitioned__year AS customer_id__ds_partitioned__year - , subq_8.ds_partitioned__extract_year AS customer_id__ds_partitioned__extract_year - , subq_8.ds_partitioned__extract_quarter AS customer_id__ds_partitioned__extract_quarter - , subq_8.ds_partitioned__extract_month AS customer_id__ds_partitioned__extract_month - , subq_8.ds_partitioned__extract_day AS customer_id__ds_partitioned__extract_day - , subq_8.ds_partitioned__extract_dow AS customer_id__ds_partitioned__extract_dow - , subq_8.ds_partitioned__extract_doy AS customer_id__ds_partitioned__extract_doy - , subq_6.account_id AS account_id - , subq_6.customer_id AS customer_id - , subq_6.account_id__customer_id AS account_id__customer_id - , subq_6.bridge_account__account_id AS bridge_account__account_id - , subq_6.bridge_account__customer_id AS bridge_account__customer_id - , subq_6.extra_dim AS extra_dim - , subq_6.account_id__extra_dim AS account_id__extra_dim - , subq_6.bridge_account__extra_dim AS bridge_account__extra_dim - , subq_8.customer_name AS customer_id__customer_name - , subq_8.customer_atomic_weight AS customer_id__customer_atomic_weight + subq_9.ds_partitioned__day AS ds_partitioned__day + , subq_9.ds_partitioned__week AS ds_partitioned__week + , subq_9.ds_partitioned__month AS ds_partitioned__month + , subq_9.ds_partitioned__quarter AS ds_partitioned__quarter + , subq_9.ds_partitioned__year AS ds_partitioned__year + , subq_9.ds_partitioned__extract_year AS ds_partitioned__extract_year + , subq_9.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter + , subq_9.ds_partitioned__extract_month AS ds_partitioned__extract_month + , subq_9.ds_partitioned__extract_day AS ds_partitioned__extract_day + , subq_9.ds_partitioned__extract_dow AS ds_partitioned__extract_dow + , subq_9.ds_partitioned__extract_doy AS ds_partitioned__extract_doy + , subq_9.account_id__ds_partitioned__day AS account_id__ds_partitioned__day + , subq_9.account_id__ds_partitioned__week AS account_id__ds_partitioned__week + , subq_9.account_id__ds_partitioned__month AS account_id__ds_partitioned__month + , subq_9.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter + , subq_9.account_id__ds_partitioned__year AS account_id__ds_partitioned__year + , subq_9.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year + , subq_9.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter + , subq_9.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month + , subq_9.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day + , subq_9.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow + , subq_9.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy + , subq_9.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day + , subq_9.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week + , subq_9.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month + , subq_9.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter + , subq_9.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year + , subq_9.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year + , subq_9.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter + , subq_9.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month + , subq_9.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day + , subq_9.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow + , subq_9.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy + , subq_9.metric_time__day AS metric_time__day + , subq_9.metric_time__week AS metric_time__week + , subq_9.metric_time__month AS metric_time__month + , subq_9.metric_time__quarter AS metric_time__quarter + , subq_9.metric_time__year AS metric_time__year + , subq_9.metric_time__extract_year AS metric_time__extract_year + , subq_9.metric_time__extract_quarter AS metric_time__extract_quarter + , subq_9.metric_time__extract_month AS metric_time__extract_month + , subq_9.metric_time__extract_day AS metric_time__extract_day + , subq_9.metric_time__extract_dow AS metric_time__extract_dow + , subq_9.metric_time__extract_doy AS metric_time__extract_doy + , subq_12.ds_partitioned__day AS customer_id__ds_partitioned__day + , subq_12.ds_partitioned__week AS customer_id__ds_partitioned__week + , subq_12.ds_partitioned__month AS customer_id__ds_partitioned__month + , subq_12.ds_partitioned__quarter AS customer_id__ds_partitioned__quarter + , subq_12.ds_partitioned__year AS customer_id__ds_partitioned__year + , subq_12.ds_partitioned__extract_year AS customer_id__ds_partitioned__extract_year + , subq_12.ds_partitioned__extract_quarter AS customer_id__ds_partitioned__extract_quarter + , subq_12.ds_partitioned__extract_month AS customer_id__ds_partitioned__extract_month + , subq_12.ds_partitioned__extract_day AS customer_id__ds_partitioned__extract_day + , subq_12.ds_partitioned__extract_dow AS customer_id__ds_partitioned__extract_dow + , subq_12.ds_partitioned__extract_doy AS customer_id__ds_partitioned__extract_doy + , subq_12.metric_time__day AS customer_id__metric_time__day + , subq_12.metric_time__week AS customer_id__metric_time__week + , subq_12.metric_time__month AS customer_id__metric_time__month + , subq_12.metric_time__quarter AS customer_id__metric_time__quarter + , subq_12.metric_time__year AS customer_id__metric_time__year + , subq_12.metric_time__extract_year AS customer_id__metric_time__extract_year + , subq_12.metric_time__extract_quarter AS customer_id__metric_time__extract_quarter + , subq_12.metric_time__extract_month AS customer_id__metric_time__extract_month + , subq_12.metric_time__extract_day AS customer_id__metric_time__extract_day + , subq_12.metric_time__extract_dow AS customer_id__metric_time__extract_dow + , subq_12.metric_time__extract_doy AS customer_id__metric_time__extract_doy + , subq_9.account_id AS account_id + , subq_9.customer_id AS customer_id + , subq_9.account_id__customer_id AS account_id__customer_id + , subq_9.bridge_account__account_id AS bridge_account__account_id + , subq_9.bridge_account__customer_id AS bridge_account__customer_id + , subq_9.extra_dim AS extra_dim + , subq_9.account_id__extra_dim AS account_id__extra_dim + , subq_9.bridge_account__extra_dim AS bridge_account__extra_dim + , subq_12.customer_name AS customer_id__customer_name + , subq_12.customer_atomic_weight AS customer_id__customer_atomic_weight + , subq_9.account_customer_combos AS account_customer_combos FROM ( - -- Read Elements From Semantic Model 'bridge_table' + -- Metric Time Dimension 'ds_partitioned' SELECT - bridge_table_src_22000.extra_dim - , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) END AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy - , bridge_table_src_22000.extra_dim AS account_id__extra_dim - , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__day - , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__week - , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__month - , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter - , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) END AS account_id__ds_partitioned__extract_dow - , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy - , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim - , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__day - , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__week - , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__month - , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__quarter - , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) END AS bridge_account__ds_partitioned__extract_dow - , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy - , bridge_table_src_22000.account_id - , bridge_table_src_22000.customer_id - , bridge_table_src_22000.customer_id AS account_id__customer_id - , bridge_table_src_22000.account_id AS bridge_account__account_id - , bridge_table_src_22000.customer_id AS bridge_account__customer_id - FROM ***************************.bridge_table bridge_table_src_22000 - ) subq_6 + subq_8.ds_partitioned__day + , subq_8.ds_partitioned__week + , subq_8.ds_partitioned__month + , subq_8.ds_partitioned__quarter + , subq_8.ds_partitioned__year + , subq_8.ds_partitioned__extract_year + , subq_8.ds_partitioned__extract_quarter + , subq_8.ds_partitioned__extract_month + , subq_8.ds_partitioned__extract_day + , subq_8.ds_partitioned__extract_dow + , subq_8.ds_partitioned__extract_doy + , subq_8.account_id__ds_partitioned__day + , subq_8.account_id__ds_partitioned__week + , subq_8.account_id__ds_partitioned__month + , subq_8.account_id__ds_partitioned__quarter + , subq_8.account_id__ds_partitioned__year + , subq_8.account_id__ds_partitioned__extract_year + , subq_8.account_id__ds_partitioned__extract_quarter + , subq_8.account_id__ds_partitioned__extract_month + , subq_8.account_id__ds_partitioned__extract_day + , subq_8.account_id__ds_partitioned__extract_dow + , subq_8.account_id__ds_partitioned__extract_doy + , subq_8.bridge_account__ds_partitioned__day + , subq_8.bridge_account__ds_partitioned__week + , subq_8.bridge_account__ds_partitioned__month + , subq_8.bridge_account__ds_partitioned__quarter + , subq_8.bridge_account__ds_partitioned__year + , subq_8.bridge_account__ds_partitioned__extract_year + , subq_8.bridge_account__ds_partitioned__extract_quarter + , subq_8.bridge_account__ds_partitioned__extract_month + , subq_8.bridge_account__ds_partitioned__extract_day + , subq_8.bridge_account__ds_partitioned__extract_dow + , subq_8.bridge_account__ds_partitioned__extract_doy + , subq_8.ds_partitioned__day AS metric_time__day + , subq_8.ds_partitioned__week AS metric_time__week + , subq_8.ds_partitioned__month AS metric_time__month + , subq_8.ds_partitioned__quarter AS metric_time__quarter + , subq_8.ds_partitioned__year AS metric_time__year + , subq_8.ds_partitioned__extract_year AS metric_time__extract_year + , subq_8.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_8.ds_partitioned__extract_month AS metric_time__extract_month + , subq_8.ds_partitioned__extract_day AS metric_time__extract_day + , subq_8.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_8.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_8.account_id + , subq_8.customer_id + , subq_8.account_id__customer_id + , subq_8.bridge_account__account_id + , subq_8.bridge_account__customer_id + , subq_8.extra_dim + , subq_8.account_id__extra_dim + , subq_8.bridge_account__extra_dim + , subq_8.account_customer_combos + FROM ( + -- Read Elements From Semantic Model 'bridge_table' + SELECT + account_id || customer_id AS account_customer_combos + , bridge_table_src_22000.extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS account_id__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) END AS account_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bridge_table_src_22000.ds_partitioned) END AS bridge_account__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy + , bridge_table_src_22000.account_id + , bridge_table_src_22000.customer_id + , bridge_table_src_22000.customer_id AS account_id__customer_id + , bridge_table_src_22000.account_id AS bridge_account__account_id + , bridge_table_src_22000.customer_id AS bridge_account__customer_id + FROM ***************************.bridge_table bridge_table_src_22000 + ) subq_8 + ) subq_9 LEFT OUTER JOIN ( -- Pass Only Elements: [ -- 'customer_name', @@ -280,85 +361,151 @@ FROM ( -- 'customer_id__ds_partitioned__extract_day', -- 'customer_id__ds_partitioned__extract_dow', -- 'customer_id__ds_partitioned__extract_doy', + -- 'metric_time__day', + -- 'metric_time__week', + -- 'metric_time__month', + -- 'metric_time__quarter', + -- 'metric_time__year', + -- 'metric_time__extract_year', + -- 'metric_time__extract_quarter', + -- 'metric_time__extract_month', + -- 'metric_time__extract_day', + -- 'metric_time__extract_dow', + -- 'metric_time__extract_doy', -- 'customer_id', -- ] SELECT - subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.customer_id__ds_partitioned__day - , subq_7.customer_id__ds_partitioned__week - , subq_7.customer_id__ds_partitioned__month - , subq_7.customer_id__ds_partitioned__quarter - , subq_7.customer_id__ds_partitioned__year - , subq_7.customer_id__ds_partitioned__extract_year - , subq_7.customer_id__ds_partitioned__extract_quarter - , subq_7.customer_id__ds_partitioned__extract_month - , subq_7.customer_id__ds_partitioned__extract_day - , subq_7.customer_id__ds_partitioned__extract_dow - , subq_7.customer_id__ds_partitioned__extract_doy - , subq_7.customer_id - , subq_7.customer_name - , subq_7.customer_atomic_weight - , subq_7.customer_id__customer_name - , subq_7.customer_id__customer_atomic_weight + subq_11.ds_partitioned__day + , subq_11.ds_partitioned__week + , subq_11.ds_partitioned__month + , subq_11.ds_partitioned__quarter + , subq_11.ds_partitioned__year + , subq_11.ds_partitioned__extract_year + , subq_11.ds_partitioned__extract_quarter + , subq_11.ds_partitioned__extract_month + , subq_11.ds_partitioned__extract_day + , subq_11.ds_partitioned__extract_dow + , subq_11.ds_partitioned__extract_doy + , subq_11.customer_id__ds_partitioned__day + , subq_11.customer_id__ds_partitioned__week + , subq_11.customer_id__ds_partitioned__month + , subq_11.customer_id__ds_partitioned__quarter + , subq_11.customer_id__ds_partitioned__year + , subq_11.customer_id__ds_partitioned__extract_year + , subq_11.customer_id__ds_partitioned__extract_quarter + , subq_11.customer_id__ds_partitioned__extract_month + , subq_11.customer_id__ds_partitioned__extract_day + , subq_11.customer_id__ds_partitioned__extract_dow + , subq_11.customer_id__ds_partitioned__extract_doy + , subq_11.metric_time__day + , subq_11.metric_time__week + , subq_11.metric_time__month + , subq_11.metric_time__quarter + , subq_11.metric_time__year + , subq_11.metric_time__extract_year + , subq_11.metric_time__extract_quarter + , subq_11.metric_time__extract_month + , subq_11.metric_time__extract_day + , subq_11.metric_time__extract_dow + , subq_11.metric_time__extract_doy + , subq_11.customer_id + , subq_11.customer_name + , subq_11.customer_atomic_weight + , subq_11.customer_id__customer_name + , subq_11.customer_id__customer_atomic_weight FROM ( - -- Read Elements From Semantic Model 'customer_table' + -- Metric Time Dimension 'ds_partitioned' SELECT - customer_table_src_22000.customer_name - , customer_table_src_22000.customer_atomic_weight - , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM customer_table_src_22000.ds_partitioned) = 0 THEN EXTRACT(dow FROM customer_table_src_22000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM customer_table_src_22000.ds_partitioned) END AS ds_partitioned__extract_dow - , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy - , customer_table_src_22000.customer_name AS customer_id__customer_name - , customer_table_src_22000.customer_atomic_weight AS customer_id__customer_atomic_weight - , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__day - , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__week - , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__month - , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__quarter - , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__year - , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_year - , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_quarter - , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_month - , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_day - , CASE WHEN EXTRACT(dow FROM customer_table_src_22000.ds_partitioned) = 0 THEN EXTRACT(dow FROM customer_table_src_22000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM customer_table_src_22000.ds_partitioned) END AS customer_id__ds_partitioned__extract_dow - , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_doy - , customer_table_src_22000.customer_id - FROM ***************************.customer_table customer_table_src_22000 - ) subq_7 - ) subq_8 + subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.customer_id__ds_partitioned__day + , subq_10.customer_id__ds_partitioned__week + , subq_10.customer_id__ds_partitioned__month + , subq_10.customer_id__ds_partitioned__quarter + , subq_10.customer_id__ds_partitioned__year + , subq_10.customer_id__ds_partitioned__extract_year + , subq_10.customer_id__ds_partitioned__extract_quarter + , subq_10.customer_id__ds_partitioned__extract_month + , subq_10.customer_id__ds_partitioned__extract_day + , subq_10.customer_id__ds_partitioned__extract_dow + , subq_10.customer_id__ds_partitioned__extract_doy + , subq_10.ds_partitioned__day AS metric_time__day + , subq_10.ds_partitioned__week AS metric_time__week + , subq_10.ds_partitioned__month AS metric_time__month + , subq_10.ds_partitioned__quarter AS metric_time__quarter + , subq_10.ds_partitioned__year AS metric_time__year + , subq_10.ds_partitioned__extract_year AS metric_time__extract_year + , subq_10.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_10.ds_partitioned__extract_month AS metric_time__extract_month + , subq_10.ds_partitioned__extract_day AS metric_time__extract_day + , subq_10.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_10.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_10.customer_id + , subq_10.customer_name + , subq_10.customer_atomic_weight + , subq_10.customer_id__customer_name + , subq_10.customer_id__customer_atomic_weight + , subq_10.customers + FROM ( + -- Read Elements From Semantic Model 'customer_table' + SELECT + 1 AS customers + , customer_table_src_22000.customer_name + , customer_table_src_22000.customer_atomic_weight + , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM customer_table_src_22000.ds_partitioned) = 0 THEN EXTRACT(dow FROM customer_table_src_22000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM customer_table_src_22000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , customer_table_src_22000.customer_name AS customer_id__customer_name + , customer_table_src_22000.customer_atomic_weight AS customer_id__customer_atomic_weight + , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__day + , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__week + , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__month + , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__quarter + , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__year + , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_month + , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM customer_table_src_22000.ds_partitioned) = 0 THEN EXTRACT(dow FROM customer_table_src_22000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM customer_table_src_22000.ds_partitioned) END AS customer_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_doy + , customer_table_src_22000.customer_id + FROM ***************************.customer_table customer_table_src_22000 + ) subq_10 + ) subq_11 + ) subq_12 ON ( - subq_6.customer_id = subq_8.customer_id + subq_9.customer_id = subq_12.customer_id ) AND ( - subq_6.ds_partitioned__day = subq_8.ds_partitioned__day + subq_9.ds_partitioned__day = subq_12.ds_partitioned__day ) - ) subq_9 - ) subq_10 + ) subq_13 + ) subq_14 ON ( - subq_5.account_id = subq_10.account_id + subq_7.account_id = subq_14.account_id ) AND ( - subq_5.ds_partitioned__day = subq_10.ds_partitioned__day + subq_7.ds_partitioned__day = subq_14.ds_partitioned__day ) - ) subq_11 - ) subq_12 + ) subq_15 + ) subq_16 GROUP BY - subq_12.account_id__customer_id__customer_name -) subq_13 + subq_16.account_id__customer_id__customer_name +) subq_17 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_multihop_node__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_multihop_node__plan0_optimized.sql index 3081559380..ee22b130fc 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_multihop_node__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Redshift/test_multihop_node__plan0_optimized.sql @@ -3,7 +3,7 @@ -- Aggregate Measures -- Compute Metrics via Expressions SELECT - subq_21.customer_id__customer_name AS account_id__customer_id__customer_name + subq_27.customer_id__customer_name AS account_id__customer_id__customer_name , SUM(account_month_txns_src_22000.txn_count) AS txn_count FROM ***************************.account_month_txns account_month_txns_src_22000 LEFT OUTER JOIN ( @@ -22,12 +22,12 @@ LEFT OUTER JOIN ( ) AND ( DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) = DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) ) -) subq_21 +) subq_27 ON ( - account_month_txns_src_22000.account_id = subq_21.account_id + account_month_txns_src_22000.account_id = subq_27.account_id ) AND ( - DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) = subq_21.ds_partitioned__day + DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) = subq_27.ds_partitioned__day ) GROUP BY - subq_21.customer_id__customer_name + subq_27.customer_id__customer_name diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_multihop_node__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_multihop_node__plan0.sql index 596731df02..03dc99f183 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_multihop_node__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_multihop_node__plan0.sql @@ -1,93 +1,93 @@ -- Compute Metrics via Expressions SELECT - subq_13.account_id__customer_id__customer_name - , subq_13.txn_count + subq_17.account_id__customer_id__customer_name + , subq_17.txn_count FROM ( -- Aggregate Measures SELECT - subq_12.account_id__customer_id__customer_name - , SUM(subq_12.txn_count) AS txn_count + subq_16.account_id__customer_id__customer_name + , SUM(subq_16.txn_count) AS txn_count FROM ( -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_name'] SELECT - subq_11.account_id__customer_id__customer_name - , subq_11.txn_count + subq_15.account_id__customer_id__customer_name + , subq_15.txn_count FROM ( -- Join Standard Outputs SELECT - subq_5.ds_partitioned__day AS ds_partitioned__day - , subq_10.ds_partitioned__day AS account_id__ds_partitioned__day - , subq_5.account_id AS account_id - , subq_10.customer_id__customer_name AS account_id__customer_id__customer_name - , subq_5.txn_count AS txn_count + subq_7.ds_partitioned__day AS ds_partitioned__day + , subq_14.ds_partitioned__day AS account_id__ds_partitioned__day + , subq_7.account_id AS account_id + , subq_14.customer_id__customer_name AS account_id__customer_id__customer_name + , subq_7.txn_count AS txn_count FROM ( -- Pass Only Elements: ['txn_count', 'ds_partitioned__day', 'account_id'] SELECT - subq_4.ds_partitioned__day - , subq_4.account_id - , subq_4.txn_count + subq_6.ds_partitioned__day + , subq_6.account_id + , subq_6.txn_count FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds_partitioned__day - , subq_3.ds_partitioned__week - , subq_3.ds_partitioned__month - , subq_3.ds_partitioned__quarter - , subq_3.ds_partitioned__year - , subq_3.ds_partitioned__extract_year - , subq_3.ds_partitioned__extract_quarter - , subq_3.ds_partitioned__extract_month - , subq_3.ds_partitioned__extract_day - , subq_3.ds_partitioned__extract_dow - , subq_3.ds_partitioned__extract_doy - , subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.account_id__ds_partitioned__day - , subq_3.account_id__ds_partitioned__week - , subq_3.account_id__ds_partitioned__month - , subq_3.account_id__ds_partitioned__quarter - , subq_3.account_id__ds_partitioned__year - , subq_3.account_id__ds_partitioned__extract_year - , subq_3.account_id__ds_partitioned__extract_quarter - , subq_3.account_id__ds_partitioned__extract_month - , subq_3.account_id__ds_partitioned__extract_day - , subq_3.account_id__ds_partitioned__extract_dow - , subq_3.account_id__ds_partitioned__extract_doy - , subq_3.account_id__ds__day - , subq_3.account_id__ds__week - , subq_3.account_id__ds__month - , subq_3.account_id__ds__quarter - , subq_3.account_id__ds__year - , subq_3.account_id__ds__extract_year - , subq_3.account_id__ds__extract_quarter - , subq_3.account_id__ds__extract_month - , subq_3.account_id__ds__extract_day - , subq_3.account_id__ds__extract_dow - , subq_3.account_id__ds__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy - , subq_3.account_id - , subq_3.account_month - , subq_3.account_id__account_month - , subq_3.txn_count + subq_5.ds_partitioned__day + , subq_5.ds_partitioned__week + , subq_5.ds_partitioned__month + , subq_5.ds_partitioned__quarter + , subq_5.ds_partitioned__year + , subq_5.ds_partitioned__extract_year + , subq_5.ds_partitioned__extract_quarter + , subq_5.ds_partitioned__extract_month + , subq_5.ds_partitioned__extract_day + , subq_5.ds_partitioned__extract_dow + , subq_5.ds_partitioned__extract_doy + , subq_5.ds__day + , subq_5.ds__week + , subq_5.ds__month + , subq_5.ds__quarter + , subq_5.ds__year + , subq_5.ds__extract_year + , subq_5.ds__extract_quarter + , subq_5.ds__extract_month + , subq_5.ds__extract_day + , subq_5.ds__extract_dow + , subq_5.ds__extract_doy + , subq_5.account_id__ds_partitioned__day + , subq_5.account_id__ds_partitioned__week + , subq_5.account_id__ds_partitioned__month + , subq_5.account_id__ds_partitioned__quarter + , subq_5.account_id__ds_partitioned__year + , subq_5.account_id__ds_partitioned__extract_year + , subq_5.account_id__ds_partitioned__extract_quarter + , subq_5.account_id__ds_partitioned__extract_month + , subq_5.account_id__ds_partitioned__extract_day + , subq_5.account_id__ds_partitioned__extract_dow + , subq_5.account_id__ds_partitioned__extract_doy + , subq_5.account_id__ds__day + , subq_5.account_id__ds__week + , subq_5.account_id__ds__month + , subq_5.account_id__ds__quarter + , subq_5.account_id__ds__year + , subq_5.account_id__ds__extract_year + , subq_5.account_id__ds__extract_quarter + , subq_5.account_id__ds__extract_month + , subq_5.account_id__ds__extract_day + , subq_5.account_id__ds__extract_dow + , subq_5.account_id__ds__extract_doy + , subq_5.ds__day AS metric_time__day + , subq_5.ds__week AS metric_time__week + , subq_5.ds__month AS metric_time__month + , subq_5.ds__quarter AS metric_time__quarter + , subq_5.ds__year AS metric_time__year + , subq_5.ds__extract_year AS metric_time__extract_year + , subq_5.ds__extract_quarter AS metric_time__extract_quarter + , subq_5.ds__extract_month AS metric_time__extract_month + , subq_5.ds__extract_day AS metric_time__extract_day + , subq_5.ds__extract_dow AS metric_time__extract_dow + , subq_5.ds__extract_doy AS metric_time__extract_doy + , subq_5.account_id + , subq_5.account_month + , subq_5.account_id__account_month + , subq_5.txn_count FROM ( -- Read Elements From Semantic Model 'account_month_txns' SELECT @@ -140,118 +140,199 @@ FROM ( , account_month_txns_src_22000.account_month AS account_id__account_month , account_month_txns_src_22000.account_id FROM ***************************.account_month_txns account_month_txns_src_22000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_5 + ) subq_6 + ) subq_7 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_name', 'ds_partitioned__day', 'account_id'] SELECT - subq_9.ds_partitioned__day - , subq_9.account_id - , subq_9.customer_id__customer_name + subq_13.ds_partitioned__day + , subq_13.account_id + , subq_13.customer_id__customer_name FROM ( -- Join Standard Outputs SELECT - subq_6.ds_partitioned__day AS ds_partitioned__day - , subq_6.ds_partitioned__week AS ds_partitioned__week - , subq_6.ds_partitioned__month AS ds_partitioned__month - , subq_6.ds_partitioned__quarter AS ds_partitioned__quarter - , subq_6.ds_partitioned__year AS ds_partitioned__year - , subq_6.ds_partitioned__extract_year AS ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month AS ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day AS ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow AS ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy AS ds_partitioned__extract_doy - , subq_6.account_id__ds_partitioned__day AS account_id__ds_partitioned__day - , subq_6.account_id__ds_partitioned__week AS account_id__ds_partitioned__week - , subq_6.account_id__ds_partitioned__month AS account_id__ds_partitioned__month - , subq_6.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter - , subq_6.account_id__ds_partitioned__year AS account_id__ds_partitioned__year - , subq_6.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year - , subq_6.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter - , subq_6.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month - , subq_6.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day - , subq_6.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow - , subq_6.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy - , subq_6.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day - , subq_6.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week - , subq_6.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month - , subq_6.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter - , subq_6.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year - , subq_6.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year - , subq_6.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter - , subq_6.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month - , subq_6.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day - , subq_6.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow - , subq_6.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy - , subq_8.ds_partitioned__day AS customer_id__ds_partitioned__day - , subq_8.ds_partitioned__week AS customer_id__ds_partitioned__week - , subq_8.ds_partitioned__month AS customer_id__ds_partitioned__month - , subq_8.ds_partitioned__quarter AS customer_id__ds_partitioned__quarter - , subq_8.ds_partitioned__year AS customer_id__ds_partitioned__year - , subq_8.ds_partitioned__extract_year AS customer_id__ds_partitioned__extract_year - , subq_8.ds_partitioned__extract_quarter AS customer_id__ds_partitioned__extract_quarter - , subq_8.ds_partitioned__extract_month AS customer_id__ds_partitioned__extract_month - , subq_8.ds_partitioned__extract_day AS customer_id__ds_partitioned__extract_day - , subq_8.ds_partitioned__extract_dow AS customer_id__ds_partitioned__extract_dow - , subq_8.ds_partitioned__extract_doy AS customer_id__ds_partitioned__extract_doy - , subq_6.account_id AS account_id - , subq_6.customer_id AS customer_id - , subq_6.account_id__customer_id AS account_id__customer_id - , subq_6.bridge_account__account_id AS bridge_account__account_id - , subq_6.bridge_account__customer_id AS bridge_account__customer_id - , subq_6.extra_dim AS extra_dim - , subq_6.account_id__extra_dim AS account_id__extra_dim - , subq_6.bridge_account__extra_dim AS bridge_account__extra_dim - , subq_8.customer_name AS customer_id__customer_name - , subq_8.customer_atomic_weight AS customer_id__customer_atomic_weight + subq_9.ds_partitioned__day AS ds_partitioned__day + , subq_9.ds_partitioned__week AS ds_partitioned__week + , subq_9.ds_partitioned__month AS ds_partitioned__month + , subq_9.ds_partitioned__quarter AS ds_partitioned__quarter + , subq_9.ds_partitioned__year AS ds_partitioned__year + , subq_9.ds_partitioned__extract_year AS ds_partitioned__extract_year + , subq_9.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter + , subq_9.ds_partitioned__extract_month AS ds_partitioned__extract_month + , subq_9.ds_partitioned__extract_day AS ds_partitioned__extract_day + , subq_9.ds_partitioned__extract_dow AS ds_partitioned__extract_dow + , subq_9.ds_partitioned__extract_doy AS ds_partitioned__extract_doy + , subq_9.account_id__ds_partitioned__day AS account_id__ds_partitioned__day + , subq_9.account_id__ds_partitioned__week AS account_id__ds_partitioned__week + , subq_9.account_id__ds_partitioned__month AS account_id__ds_partitioned__month + , subq_9.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter + , subq_9.account_id__ds_partitioned__year AS account_id__ds_partitioned__year + , subq_9.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year + , subq_9.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter + , subq_9.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month + , subq_9.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day + , subq_9.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow + , subq_9.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy + , subq_9.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day + , subq_9.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week + , subq_9.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month + , subq_9.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter + , subq_9.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year + , subq_9.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year + , subq_9.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter + , subq_9.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month + , subq_9.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day + , subq_9.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow + , subq_9.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy + , subq_9.metric_time__day AS metric_time__day + , subq_9.metric_time__week AS metric_time__week + , subq_9.metric_time__month AS metric_time__month + , subq_9.metric_time__quarter AS metric_time__quarter + , subq_9.metric_time__year AS metric_time__year + , subq_9.metric_time__extract_year AS metric_time__extract_year + , subq_9.metric_time__extract_quarter AS metric_time__extract_quarter + , subq_9.metric_time__extract_month AS metric_time__extract_month + , subq_9.metric_time__extract_day AS metric_time__extract_day + , subq_9.metric_time__extract_dow AS metric_time__extract_dow + , subq_9.metric_time__extract_doy AS metric_time__extract_doy + , subq_12.ds_partitioned__day AS customer_id__ds_partitioned__day + , subq_12.ds_partitioned__week AS customer_id__ds_partitioned__week + , subq_12.ds_partitioned__month AS customer_id__ds_partitioned__month + , subq_12.ds_partitioned__quarter AS customer_id__ds_partitioned__quarter + , subq_12.ds_partitioned__year AS customer_id__ds_partitioned__year + , subq_12.ds_partitioned__extract_year AS customer_id__ds_partitioned__extract_year + , subq_12.ds_partitioned__extract_quarter AS customer_id__ds_partitioned__extract_quarter + , subq_12.ds_partitioned__extract_month AS customer_id__ds_partitioned__extract_month + , subq_12.ds_partitioned__extract_day AS customer_id__ds_partitioned__extract_day + , subq_12.ds_partitioned__extract_dow AS customer_id__ds_partitioned__extract_dow + , subq_12.ds_partitioned__extract_doy AS customer_id__ds_partitioned__extract_doy + , subq_12.metric_time__day AS customer_id__metric_time__day + , subq_12.metric_time__week AS customer_id__metric_time__week + , subq_12.metric_time__month AS customer_id__metric_time__month + , subq_12.metric_time__quarter AS customer_id__metric_time__quarter + , subq_12.metric_time__year AS customer_id__metric_time__year + , subq_12.metric_time__extract_year AS customer_id__metric_time__extract_year + , subq_12.metric_time__extract_quarter AS customer_id__metric_time__extract_quarter + , subq_12.metric_time__extract_month AS customer_id__metric_time__extract_month + , subq_12.metric_time__extract_day AS customer_id__metric_time__extract_day + , subq_12.metric_time__extract_dow AS customer_id__metric_time__extract_dow + , subq_12.metric_time__extract_doy AS customer_id__metric_time__extract_doy + , subq_9.account_id AS account_id + , subq_9.customer_id AS customer_id + , subq_9.account_id__customer_id AS account_id__customer_id + , subq_9.bridge_account__account_id AS bridge_account__account_id + , subq_9.bridge_account__customer_id AS bridge_account__customer_id + , subq_9.extra_dim AS extra_dim + , subq_9.account_id__extra_dim AS account_id__extra_dim + , subq_9.bridge_account__extra_dim AS bridge_account__extra_dim + , subq_12.customer_name AS customer_id__customer_name + , subq_12.customer_atomic_weight AS customer_id__customer_atomic_weight + , subq_9.account_customer_combos AS account_customer_combos FROM ( - -- Read Elements From Semantic Model 'bridge_table' + -- Metric Time Dimension 'ds_partitioned' SELECT - bridge_table_src_22000.extra_dim - , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy - , bridge_table_src_22000.extra_dim AS account_id__extra_dim - , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__day - , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__week - , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__month - , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter - , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow - , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy - , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim - , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__day - , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__week - , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__month - , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__quarter - , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_dow - , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy - , bridge_table_src_22000.account_id - , bridge_table_src_22000.customer_id - , bridge_table_src_22000.customer_id AS account_id__customer_id - , bridge_table_src_22000.account_id AS bridge_account__account_id - , bridge_table_src_22000.customer_id AS bridge_account__customer_id - FROM ***************************.bridge_table bridge_table_src_22000 - ) subq_6 + subq_8.ds_partitioned__day + , subq_8.ds_partitioned__week + , subq_8.ds_partitioned__month + , subq_8.ds_partitioned__quarter + , subq_8.ds_partitioned__year + , subq_8.ds_partitioned__extract_year + , subq_8.ds_partitioned__extract_quarter + , subq_8.ds_partitioned__extract_month + , subq_8.ds_partitioned__extract_day + , subq_8.ds_partitioned__extract_dow + , subq_8.ds_partitioned__extract_doy + , subq_8.account_id__ds_partitioned__day + , subq_8.account_id__ds_partitioned__week + , subq_8.account_id__ds_partitioned__month + , subq_8.account_id__ds_partitioned__quarter + , subq_8.account_id__ds_partitioned__year + , subq_8.account_id__ds_partitioned__extract_year + , subq_8.account_id__ds_partitioned__extract_quarter + , subq_8.account_id__ds_partitioned__extract_month + , subq_8.account_id__ds_partitioned__extract_day + , subq_8.account_id__ds_partitioned__extract_dow + , subq_8.account_id__ds_partitioned__extract_doy + , subq_8.bridge_account__ds_partitioned__day + , subq_8.bridge_account__ds_partitioned__week + , subq_8.bridge_account__ds_partitioned__month + , subq_8.bridge_account__ds_partitioned__quarter + , subq_8.bridge_account__ds_partitioned__year + , subq_8.bridge_account__ds_partitioned__extract_year + , subq_8.bridge_account__ds_partitioned__extract_quarter + , subq_8.bridge_account__ds_partitioned__extract_month + , subq_8.bridge_account__ds_partitioned__extract_day + , subq_8.bridge_account__ds_partitioned__extract_dow + , subq_8.bridge_account__ds_partitioned__extract_doy + , subq_8.ds_partitioned__day AS metric_time__day + , subq_8.ds_partitioned__week AS metric_time__week + , subq_8.ds_partitioned__month AS metric_time__month + , subq_8.ds_partitioned__quarter AS metric_time__quarter + , subq_8.ds_partitioned__year AS metric_time__year + , subq_8.ds_partitioned__extract_year AS metric_time__extract_year + , subq_8.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_8.ds_partitioned__extract_month AS metric_time__extract_month + , subq_8.ds_partitioned__extract_day AS metric_time__extract_day + , subq_8.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_8.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_8.account_id + , subq_8.customer_id + , subq_8.account_id__customer_id + , subq_8.bridge_account__account_id + , subq_8.bridge_account__customer_id + , subq_8.extra_dim + , subq_8.account_id__extra_dim + , subq_8.bridge_account__extra_dim + , subq_8.account_customer_combos + FROM ( + -- Read Elements From Semantic Model 'bridge_table' + SELECT + account_id || customer_id AS account_customer_combos + , bridge_table_src_22000.extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS account_id__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy + , bridge_table_src_22000.account_id + , bridge_table_src_22000.customer_id + , bridge_table_src_22000.customer_id AS account_id__customer_id + , bridge_table_src_22000.account_id AS bridge_account__account_id + , bridge_table_src_22000.customer_id AS bridge_account__customer_id + FROM ***************************.bridge_table bridge_table_src_22000 + ) subq_8 + ) subq_9 LEFT OUTER JOIN ( -- Pass Only Elements: [ -- 'customer_name', @@ -280,85 +361,151 @@ FROM ( -- 'customer_id__ds_partitioned__extract_day', -- 'customer_id__ds_partitioned__extract_dow', -- 'customer_id__ds_partitioned__extract_doy', + -- 'metric_time__day', + -- 'metric_time__week', + -- 'metric_time__month', + -- 'metric_time__quarter', + -- 'metric_time__year', + -- 'metric_time__extract_year', + -- 'metric_time__extract_quarter', + -- 'metric_time__extract_month', + -- 'metric_time__extract_day', + -- 'metric_time__extract_dow', + -- 'metric_time__extract_doy', -- 'customer_id', -- ] SELECT - subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.customer_id__ds_partitioned__day - , subq_7.customer_id__ds_partitioned__week - , subq_7.customer_id__ds_partitioned__month - , subq_7.customer_id__ds_partitioned__quarter - , subq_7.customer_id__ds_partitioned__year - , subq_7.customer_id__ds_partitioned__extract_year - , subq_7.customer_id__ds_partitioned__extract_quarter - , subq_7.customer_id__ds_partitioned__extract_month - , subq_7.customer_id__ds_partitioned__extract_day - , subq_7.customer_id__ds_partitioned__extract_dow - , subq_7.customer_id__ds_partitioned__extract_doy - , subq_7.customer_id - , subq_7.customer_name - , subq_7.customer_atomic_weight - , subq_7.customer_id__customer_name - , subq_7.customer_id__customer_atomic_weight + subq_11.ds_partitioned__day + , subq_11.ds_partitioned__week + , subq_11.ds_partitioned__month + , subq_11.ds_partitioned__quarter + , subq_11.ds_partitioned__year + , subq_11.ds_partitioned__extract_year + , subq_11.ds_partitioned__extract_quarter + , subq_11.ds_partitioned__extract_month + , subq_11.ds_partitioned__extract_day + , subq_11.ds_partitioned__extract_dow + , subq_11.ds_partitioned__extract_doy + , subq_11.customer_id__ds_partitioned__day + , subq_11.customer_id__ds_partitioned__week + , subq_11.customer_id__ds_partitioned__month + , subq_11.customer_id__ds_partitioned__quarter + , subq_11.customer_id__ds_partitioned__year + , subq_11.customer_id__ds_partitioned__extract_year + , subq_11.customer_id__ds_partitioned__extract_quarter + , subq_11.customer_id__ds_partitioned__extract_month + , subq_11.customer_id__ds_partitioned__extract_day + , subq_11.customer_id__ds_partitioned__extract_dow + , subq_11.customer_id__ds_partitioned__extract_doy + , subq_11.metric_time__day + , subq_11.metric_time__week + , subq_11.metric_time__month + , subq_11.metric_time__quarter + , subq_11.metric_time__year + , subq_11.metric_time__extract_year + , subq_11.metric_time__extract_quarter + , subq_11.metric_time__extract_month + , subq_11.metric_time__extract_day + , subq_11.metric_time__extract_dow + , subq_11.metric_time__extract_doy + , subq_11.customer_id + , subq_11.customer_name + , subq_11.customer_atomic_weight + , subq_11.customer_id__customer_name + , subq_11.customer_id__customer_atomic_weight FROM ( - -- Read Elements From Semantic Model 'customer_table' + -- Metric Time Dimension 'ds_partitioned' SELECT - customer_table_src_22000.customer_name - , customer_table_src_22000.customer_atomic_weight - , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy - , customer_table_src_22000.customer_name AS customer_id__customer_name - , customer_table_src_22000.customer_atomic_weight AS customer_id__customer_atomic_weight - , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__day - , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__week - , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__month - , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__quarter - , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__year - , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_year - , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_quarter - , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_month - , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_day - , EXTRACT(dayofweekiso FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_dow - , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_doy - , customer_table_src_22000.customer_id - FROM ***************************.customer_table customer_table_src_22000 - ) subq_7 - ) subq_8 + subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.customer_id__ds_partitioned__day + , subq_10.customer_id__ds_partitioned__week + , subq_10.customer_id__ds_partitioned__month + , subq_10.customer_id__ds_partitioned__quarter + , subq_10.customer_id__ds_partitioned__year + , subq_10.customer_id__ds_partitioned__extract_year + , subq_10.customer_id__ds_partitioned__extract_quarter + , subq_10.customer_id__ds_partitioned__extract_month + , subq_10.customer_id__ds_partitioned__extract_day + , subq_10.customer_id__ds_partitioned__extract_dow + , subq_10.customer_id__ds_partitioned__extract_doy + , subq_10.ds_partitioned__day AS metric_time__day + , subq_10.ds_partitioned__week AS metric_time__week + , subq_10.ds_partitioned__month AS metric_time__month + , subq_10.ds_partitioned__quarter AS metric_time__quarter + , subq_10.ds_partitioned__year AS metric_time__year + , subq_10.ds_partitioned__extract_year AS metric_time__extract_year + , subq_10.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_10.ds_partitioned__extract_month AS metric_time__extract_month + , subq_10.ds_partitioned__extract_day AS metric_time__extract_day + , subq_10.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_10.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_10.customer_id + , subq_10.customer_name + , subq_10.customer_atomic_weight + , subq_10.customer_id__customer_name + , subq_10.customer_id__customer_atomic_weight + , subq_10.customers + FROM ( + -- Read Elements From Semantic Model 'customer_table' + SELECT + 1 AS customers + , customer_table_src_22000.customer_name + , customer_table_src_22000.customer_atomic_weight + , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , customer_table_src_22000.customer_name AS customer_id__customer_name + , customer_table_src_22000.customer_atomic_weight AS customer_id__customer_atomic_weight + , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__day + , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__week + , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__month + , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__quarter + , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__year + , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_month + , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_doy + , customer_table_src_22000.customer_id + FROM ***************************.customer_table customer_table_src_22000 + ) subq_10 + ) subq_11 + ) subq_12 ON ( - subq_6.customer_id = subq_8.customer_id + subq_9.customer_id = subq_12.customer_id ) AND ( - subq_6.ds_partitioned__day = subq_8.ds_partitioned__day + subq_9.ds_partitioned__day = subq_12.ds_partitioned__day ) - ) subq_9 - ) subq_10 + ) subq_13 + ) subq_14 ON ( - subq_5.account_id = subq_10.account_id + subq_7.account_id = subq_14.account_id ) AND ( - subq_5.ds_partitioned__day = subq_10.ds_partitioned__day + subq_7.ds_partitioned__day = subq_14.ds_partitioned__day ) - ) subq_11 - ) subq_12 + ) subq_15 + ) subq_16 GROUP BY - subq_12.account_id__customer_id__customer_name -) subq_13 + subq_16.account_id__customer_id__customer_name +) subq_17 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_multihop_node__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_multihop_node__plan0_optimized.sql index 3081559380..ee22b130fc 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_multihop_node__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Snowflake/test_multihop_node__plan0_optimized.sql @@ -3,7 +3,7 @@ -- Aggregate Measures -- Compute Metrics via Expressions SELECT - subq_21.customer_id__customer_name AS account_id__customer_id__customer_name + subq_27.customer_id__customer_name AS account_id__customer_id__customer_name , SUM(account_month_txns_src_22000.txn_count) AS txn_count FROM ***************************.account_month_txns account_month_txns_src_22000 LEFT OUTER JOIN ( @@ -22,12 +22,12 @@ LEFT OUTER JOIN ( ) AND ( DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) = DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) ) -) subq_21 +) subq_27 ON ( - account_month_txns_src_22000.account_id = subq_21.account_id + account_month_txns_src_22000.account_id = subq_27.account_id ) AND ( - DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) = subq_21.ds_partitioned__day + DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) = subq_27.ds_partitioned__day ) GROUP BY - subq_21.customer_id__customer_name + subq_27.customer_id__customer_name diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_multihop_node__plan0.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_multihop_node__plan0.sql index 00fb370765..39ee9a9bdf 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_multihop_node__plan0.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_multihop_node__plan0.sql @@ -1,93 +1,93 @@ -- Compute Metrics via Expressions SELECT - subq_13.account_id__customer_id__customer_name - , subq_13.txn_count + subq_17.account_id__customer_id__customer_name + , subq_17.txn_count FROM ( -- Aggregate Measures SELECT - subq_12.account_id__customer_id__customer_name - , SUM(subq_12.txn_count) AS txn_count + subq_16.account_id__customer_id__customer_name + , SUM(subq_16.txn_count) AS txn_count FROM ( -- Pass Only Elements: ['txn_count', 'account_id__customer_id__customer_name'] SELECT - subq_11.account_id__customer_id__customer_name - , subq_11.txn_count + subq_15.account_id__customer_id__customer_name + , subq_15.txn_count FROM ( -- Join Standard Outputs SELECT - subq_5.ds_partitioned__day AS ds_partitioned__day - , subq_10.ds_partitioned__day AS account_id__ds_partitioned__day - , subq_5.account_id AS account_id - , subq_10.customer_id__customer_name AS account_id__customer_id__customer_name - , subq_5.txn_count AS txn_count + subq_7.ds_partitioned__day AS ds_partitioned__day + , subq_14.ds_partitioned__day AS account_id__ds_partitioned__day + , subq_7.account_id AS account_id + , subq_14.customer_id__customer_name AS account_id__customer_id__customer_name + , subq_7.txn_count AS txn_count FROM ( -- Pass Only Elements: ['txn_count', 'ds_partitioned__day', 'account_id'] SELECT - subq_4.ds_partitioned__day - , subq_4.account_id - , subq_4.txn_count + subq_6.ds_partitioned__day + , subq_6.account_id + , subq_6.txn_count FROM ( -- Metric Time Dimension 'ds' SELECT - subq_3.ds_partitioned__day - , subq_3.ds_partitioned__week - , subq_3.ds_partitioned__month - , subq_3.ds_partitioned__quarter - , subq_3.ds_partitioned__year - , subq_3.ds_partitioned__extract_year - , subq_3.ds_partitioned__extract_quarter - , subq_3.ds_partitioned__extract_month - , subq_3.ds_partitioned__extract_day - , subq_3.ds_partitioned__extract_dow - , subq_3.ds_partitioned__extract_doy - , subq_3.ds__day - , subq_3.ds__week - , subq_3.ds__month - , subq_3.ds__quarter - , subq_3.ds__year - , subq_3.ds__extract_year - , subq_3.ds__extract_quarter - , subq_3.ds__extract_month - , subq_3.ds__extract_day - , subq_3.ds__extract_dow - , subq_3.ds__extract_doy - , subq_3.account_id__ds_partitioned__day - , subq_3.account_id__ds_partitioned__week - , subq_3.account_id__ds_partitioned__month - , subq_3.account_id__ds_partitioned__quarter - , subq_3.account_id__ds_partitioned__year - , subq_3.account_id__ds_partitioned__extract_year - , subq_3.account_id__ds_partitioned__extract_quarter - , subq_3.account_id__ds_partitioned__extract_month - , subq_3.account_id__ds_partitioned__extract_day - , subq_3.account_id__ds_partitioned__extract_dow - , subq_3.account_id__ds_partitioned__extract_doy - , subq_3.account_id__ds__day - , subq_3.account_id__ds__week - , subq_3.account_id__ds__month - , subq_3.account_id__ds__quarter - , subq_3.account_id__ds__year - , subq_3.account_id__ds__extract_year - , subq_3.account_id__ds__extract_quarter - , subq_3.account_id__ds__extract_month - , subq_3.account_id__ds__extract_day - , subq_3.account_id__ds__extract_dow - , subq_3.account_id__ds__extract_doy - , subq_3.ds__day AS metric_time__day - , subq_3.ds__week AS metric_time__week - , subq_3.ds__month AS metric_time__month - , subq_3.ds__quarter AS metric_time__quarter - , subq_3.ds__year AS metric_time__year - , subq_3.ds__extract_year AS metric_time__extract_year - , subq_3.ds__extract_quarter AS metric_time__extract_quarter - , subq_3.ds__extract_month AS metric_time__extract_month - , subq_3.ds__extract_day AS metric_time__extract_day - , subq_3.ds__extract_dow AS metric_time__extract_dow - , subq_3.ds__extract_doy AS metric_time__extract_doy - , subq_3.account_id - , subq_3.account_month - , subq_3.account_id__account_month - , subq_3.txn_count + subq_5.ds_partitioned__day + , subq_5.ds_partitioned__week + , subq_5.ds_partitioned__month + , subq_5.ds_partitioned__quarter + , subq_5.ds_partitioned__year + , subq_5.ds_partitioned__extract_year + , subq_5.ds_partitioned__extract_quarter + , subq_5.ds_partitioned__extract_month + , subq_5.ds_partitioned__extract_day + , subq_5.ds_partitioned__extract_dow + , subq_5.ds_partitioned__extract_doy + , subq_5.ds__day + , subq_5.ds__week + , subq_5.ds__month + , subq_5.ds__quarter + , subq_5.ds__year + , subq_5.ds__extract_year + , subq_5.ds__extract_quarter + , subq_5.ds__extract_month + , subq_5.ds__extract_day + , subq_5.ds__extract_dow + , subq_5.ds__extract_doy + , subq_5.account_id__ds_partitioned__day + , subq_5.account_id__ds_partitioned__week + , subq_5.account_id__ds_partitioned__month + , subq_5.account_id__ds_partitioned__quarter + , subq_5.account_id__ds_partitioned__year + , subq_5.account_id__ds_partitioned__extract_year + , subq_5.account_id__ds_partitioned__extract_quarter + , subq_5.account_id__ds_partitioned__extract_month + , subq_5.account_id__ds_partitioned__extract_day + , subq_5.account_id__ds_partitioned__extract_dow + , subq_5.account_id__ds_partitioned__extract_doy + , subq_5.account_id__ds__day + , subq_5.account_id__ds__week + , subq_5.account_id__ds__month + , subq_5.account_id__ds__quarter + , subq_5.account_id__ds__year + , subq_5.account_id__ds__extract_year + , subq_5.account_id__ds__extract_quarter + , subq_5.account_id__ds__extract_month + , subq_5.account_id__ds__extract_day + , subq_5.account_id__ds__extract_dow + , subq_5.account_id__ds__extract_doy + , subq_5.ds__day AS metric_time__day + , subq_5.ds__week AS metric_time__week + , subq_5.ds__month AS metric_time__month + , subq_5.ds__quarter AS metric_time__quarter + , subq_5.ds__year AS metric_time__year + , subq_5.ds__extract_year AS metric_time__extract_year + , subq_5.ds__extract_quarter AS metric_time__extract_quarter + , subq_5.ds__extract_month AS metric_time__extract_month + , subq_5.ds__extract_day AS metric_time__extract_day + , subq_5.ds__extract_dow AS metric_time__extract_dow + , subq_5.ds__extract_doy AS metric_time__extract_doy + , subq_5.account_id + , subq_5.account_month + , subq_5.account_id__account_month + , subq_5.txn_count FROM ( -- Read Elements From Semantic Model 'account_month_txns' SELECT @@ -140,118 +140,199 @@ FROM ( , account_month_txns_src_22000.account_month AS account_id__account_month , account_month_txns_src_22000.account_id FROM ***************************.account_month_txns account_month_txns_src_22000 - ) subq_3 - ) subq_4 - ) subq_5 + ) subq_5 + ) subq_6 + ) subq_7 LEFT OUTER JOIN ( -- Pass Only Elements: ['customer_id__customer_name', 'ds_partitioned__day', 'account_id'] SELECT - subq_9.ds_partitioned__day - , subq_9.account_id - , subq_9.customer_id__customer_name + subq_13.ds_partitioned__day + , subq_13.account_id + , subq_13.customer_id__customer_name FROM ( -- Join Standard Outputs SELECT - subq_6.ds_partitioned__day AS ds_partitioned__day - , subq_6.ds_partitioned__week AS ds_partitioned__week - , subq_6.ds_partitioned__month AS ds_partitioned__month - , subq_6.ds_partitioned__quarter AS ds_partitioned__quarter - , subq_6.ds_partitioned__year AS ds_partitioned__year - , subq_6.ds_partitioned__extract_year AS ds_partitioned__extract_year - , subq_6.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter - , subq_6.ds_partitioned__extract_month AS ds_partitioned__extract_month - , subq_6.ds_partitioned__extract_day AS ds_partitioned__extract_day - , subq_6.ds_partitioned__extract_dow AS ds_partitioned__extract_dow - , subq_6.ds_partitioned__extract_doy AS ds_partitioned__extract_doy - , subq_6.account_id__ds_partitioned__day AS account_id__ds_partitioned__day - , subq_6.account_id__ds_partitioned__week AS account_id__ds_partitioned__week - , subq_6.account_id__ds_partitioned__month AS account_id__ds_partitioned__month - , subq_6.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter - , subq_6.account_id__ds_partitioned__year AS account_id__ds_partitioned__year - , subq_6.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year - , subq_6.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter - , subq_6.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month - , subq_6.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day - , subq_6.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow - , subq_6.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy - , subq_6.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day - , subq_6.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week - , subq_6.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month - , subq_6.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter - , subq_6.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year - , subq_6.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year - , subq_6.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter - , subq_6.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month - , subq_6.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day - , subq_6.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow - , subq_6.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy - , subq_8.ds_partitioned__day AS customer_id__ds_partitioned__day - , subq_8.ds_partitioned__week AS customer_id__ds_partitioned__week - , subq_8.ds_partitioned__month AS customer_id__ds_partitioned__month - , subq_8.ds_partitioned__quarter AS customer_id__ds_partitioned__quarter - , subq_8.ds_partitioned__year AS customer_id__ds_partitioned__year - , subq_8.ds_partitioned__extract_year AS customer_id__ds_partitioned__extract_year - , subq_8.ds_partitioned__extract_quarter AS customer_id__ds_partitioned__extract_quarter - , subq_8.ds_partitioned__extract_month AS customer_id__ds_partitioned__extract_month - , subq_8.ds_partitioned__extract_day AS customer_id__ds_partitioned__extract_day - , subq_8.ds_partitioned__extract_dow AS customer_id__ds_partitioned__extract_dow - , subq_8.ds_partitioned__extract_doy AS customer_id__ds_partitioned__extract_doy - , subq_6.account_id AS account_id - , subq_6.customer_id AS customer_id - , subq_6.account_id__customer_id AS account_id__customer_id - , subq_6.bridge_account__account_id AS bridge_account__account_id - , subq_6.bridge_account__customer_id AS bridge_account__customer_id - , subq_6.extra_dim AS extra_dim - , subq_6.account_id__extra_dim AS account_id__extra_dim - , subq_6.bridge_account__extra_dim AS bridge_account__extra_dim - , subq_8.customer_name AS customer_id__customer_name - , subq_8.customer_atomic_weight AS customer_id__customer_atomic_weight + subq_9.ds_partitioned__day AS ds_partitioned__day + , subq_9.ds_partitioned__week AS ds_partitioned__week + , subq_9.ds_partitioned__month AS ds_partitioned__month + , subq_9.ds_partitioned__quarter AS ds_partitioned__quarter + , subq_9.ds_partitioned__year AS ds_partitioned__year + , subq_9.ds_partitioned__extract_year AS ds_partitioned__extract_year + , subq_9.ds_partitioned__extract_quarter AS ds_partitioned__extract_quarter + , subq_9.ds_partitioned__extract_month AS ds_partitioned__extract_month + , subq_9.ds_partitioned__extract_day AS ds_partitioned__extract_day + , subq_9.ds_partitioned__extract_dow AS ds_partitioned__extract_dow + , subq_9.ds_partitioned__extract_doy AS ds_partitioned__extract_doy + , subq_9.account_id__ds_partitioned__day AS account_id__ds_partitioned__day + , subq_9.account_id__ds_partitioned__week AS account_id__ds_partitioned__week + , subq_9.account_id__ds_partitioned__month AS account_id__ds_partitioned__month + , subq_9.account_id__ds_partitioned__quarter AS account_id__ds_partitioned__quarter + , subq_9.account_id__ds_partitioned__year AS account_id__ds_partitioned__year + , subq_9.account_id__ds_partitioned__extract_year AS account_id__ds_partitioned__extract_year + , subq_9.account_id__ds_partitioned__extract_quarter AS account_id__ds_partitioned__extract_quarter + , subq_9.account_id__ds_partitioned__extract_month AS account_id__ds_partitioned__extract_month + , subq_9.account_id__ds_partitioned__extract_day AS account_id__ds_partitioned__extract_day + , subq_9.account_id__ds_partitioned__extract_dow AS account_id__ds_partitioned__extract_dow + , subq_9.account_id__ds_partitioned__extract_doy AS account_id__ds_partitioned__extract_doy + , subq_9.bridge_account__ds_partitioned__day AS bridge_account__ds_partitioned__day + , subq_9.bridge_account__ds_partitioned__week AS bridge_account__ds_partitioned__week + , subq_9.bridge_account__ds_partitioned__month AS bridge_account__ds_partitioned__month + , subq_9.bridge_account__ds_partitioned__quarter AS bridge_account__ds_partitioned__quarter + , subq_9.bridge_account__ds_partitioned__year AS bridge_account__ds_partitioned__year + , subq_9.bridge_account__ds_partitioned__extract_year AS bridge_account__ds_partitioned__extract_year + , subq_9.bridge_account__ds_partitioned__extract_quarter AS bridge_account__ds_partitioned__extract_quarter + , subq_9.bridge_account__ds_partitioned__extract_month AS bridge_account__ds_partitioned__extract_month + , subq_9.bridge_account__ds_partitioned__extract_day AS bridge_account__ds_partitioned__extract_day + , subq_9.bridge_account__ds_partitioned__extract_dow AS bridge_account__ds_partitioned__extract_dow + , subq_9.bridge_account__ds_partitioned__extract_doy AS bridge_account__ds_partitioned__extract_doy + , subq_9.metric_time__day AS metric_time__day + , subq_9.metric_time__week AS metric_time__week + , subq_9.metric_time__month AS metric_time__month + , subq_9.metric_time__quarter AS metric_time__quarter + , subq_9.metric_time__year AS metric_time__year + , subq_9.metric_time__extract_year AS metric_time__extract_year + , subq_9.metric_time__extract_quarter AS metric_time__extract_quarter + , subq_9.metric_time__extract_month AS metric_time__extract_month + , subq_9.metric_time__extract_day AS metric_time__extract_day + , subq_9.metric_time__extract_dow AS metric_time__extract_dow + , subq_9.metric_time__extract_doy AS metric_time__extract_doy + , subq_12.ds_partitioned__day AS customer_id__ds_partitioned__day + , subq_12.ds_partitioned__week AS customer_id__ds_partitioned__week + , subq_12.ds_partitioned__month AS customer_id__ds_partitioned__month + , subq_12.ds_partitioned__quarter AS customer_id__ds_partitioned__quarter + , subq_12.ds_partitioned__year AS customer_id__ds_partitioned__year + , subq_12.ds_partitioned__extract_year AS customer_id__ds_partitioned__extract_year + , subq_12.ds_partitioned__extract_quarter AS customer_id__ds_partitioned__extract_quarter + , subq_12.ds_partitioned__extract_month AS customer_id__ds_partitioned__extract_month + , subq_12.ds_partitioned__extract_day AS customer_id__ds_partitioned__extract_day + , subq_12.ds_partitioned__extract_dow AS customer_id__ds_partitioned__extract_dow + , subq_12.ds_partitioned__extract_doy AS customer_id__ds_partitioned__extract_doy + , subq_12.metric_time__day AS customer_id__metric_time__day + , subq_12.metric_time__week AS customer_id__metric_time__week + , subq_12.metric_time__month AS customer_id__metric_time__month + , subq_12.metric_time__quarter AS customer_id__metric_time__quarter + , subq_12.metric_time__year AS customer_id__metric_time__year + , subq_12.metric_time__extract_year AS customer_id__metric_time__extract_year + , subq_12.metric_time__extract_quarter AS customer_id__metric_time__extract_quarter + , subq_12.metric_time__extract_month AS customer_id__metric_time__extract_month + , subq_12.metric_time__extract_day AS customer_id__metric_time__extract_day + , subq_12.metric_time__extract_dow AS customer_id__metric_time__extract_dow + , subq_12.metric_time__extract_doy AS customer_id__metric_time__extract_doy + , subq_9.account_id AS account_id + , subq_9.customer_id AS customer_id + , subq_9.account_id__customer_id AS account_id__customer_id + , subq_9.bridge_account__account_id AS bridge_account__account_id + , subq_9.bridge_account__customer_id AS bridge_account__customer_id + , subq_9.extra_dim AS extra_dim + , subq_9.account_id__extra_dim AS account_id__extra_dim + , subq_9.bridge_account__extra_dim AS bridge_account__extra_dim + , subq_12.customer_name AS customer_id__customer_name + , subq_12.customer_atomic_weight AS customer_id__customer_atomic_weight + , subq_9.account_customer_combos AS account_customer_combos FROM ( - -- Read Elements From Semantic Model 'bridge_table' + -- Metric Time Dimension 'ds_partitioned' SELECT - bridge_table_src_22000.extra_dim - , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy - , bridge_table_src_22000.extra_dim AS account_id__extra_dim - , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__day - , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__week - , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__month - , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter - , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow - , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy - , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim - , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__day - , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__week - , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__month - , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__quarter - , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__year - , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year - , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter - , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month - , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_dow - , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy - , bridge_table_src_22000.account_id - , bridge_table_src_22000.customer_id - , bridge_table_src_22000.customer_id AS account_id__customer_id - , bridge_table_src_22000.account_id AS bridge_account__account_id - , bridge_table_src_22000.customer_id AS bridge_account__customer_id - FROM ***************************.bridge_table bridge_table_src_22000 - ) subq_6 + subq_8.ds_partitioned__day + , subq_8.ds_partitioned__week + , subq_8.ds_partitioned__month + , subq_8.ds_partitioned__quarter + , subq_8.ds_partitioned__year + , subq_8.ds_partitioned__extract_year + , subq_8.ds_partitioned__extract_quarter + , subq_8.ds_partitioned__extract_month + , subq_8.ds_partitioned__extract_day + , subq_8.ds_partitioned__extract_dow + , subq_8.ds_partitioned__extract_doy + , subq_8.account_id__ds_partitioned__day + , subq_8.account_id__ds_partitioned__week + , subq_8.account_id__ds_partitioned__month + , subq_8.account_id__ds_partitioned__quarter + , subq_8.account_id__ds_partitioned__year + , subq_8.account_id__ds_partitioned__extract_year + , subq_8.account_id__ds_partitioned__extract_quarter + , subq_8.account_id__ds_partitioned__extract_month + , subq_8.account_id__ds_partitioned__extract_day + , subq_8.account_id__ds_partitioned__extract_dow + , subq_8.account_id__ds_partitioned__extract_doy + , subq_8.bridge_account__ds_partitioned__day + , subq_8.bridge_account__ds_partitioned__week + , subq_8.bridge_account__ds_partitioned__month + , subq_8.bridge_account__ds_partitioned__quarter + , subq_8.bridge_account__ds_partitioned__year + , subq_8.bridge_account__ds_partitioned__extract_year + , subq_8.bridge_account__ds_partitioned__extract_quarter + , subq_8.bridge_account__ds_partitioned__extract_month + , subq_8.bridge_account__ds_partitioned__extract_day + , subq_8.bridge_account__ds_partitioned__extract_dow + , subq_8.bridge_account__ds_partitioned__extract_doy + , subq_8.ds_partitioned__day AS metric_time__day + , subq_8.ds_partitioned__week AS metric_time__week + , subq_8.ds_partitioned__month AS metric_time__month + , subq_8.ds_partitioned__quarter AS metric_time__quarter + , subq_8.ds_partitioned__year AS metric_time__year + , subq_8.ds_partitioned__extract_year AS metric_time__extract_year + , subq_8.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_8.ds_partitioned__extract_month AS metric_time__extract_month + , subq_8.ds_partitioned__extract_day AS metric_time__extract_day + , subq_8.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_8.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_8.account_id + , subq_8.customer_id + , subq_8.account_id__customer_id + , subq_8.bridge_account__account_id + , subq_8.bridge_account__customer_id + , subq_8.extra_dim + , subq_8.account_id__extra_dim + , subq_8.bridge_account__extra_dim + , subq_8.account_customer_combos + FROM ( + -- Read Elements From Semantic Model 'bridge_table' + SELECT + account_id || customer_id AS account_customer_combos + , bridge_table_src_22000.extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS account_id__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS account_id__ds_partitioned__extract_doy + , bridge_table_src_22000.extra_dim AS bridge_account__extra_dim + , DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__day + , DATE_TRUNC('week', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__week + , DATE_TRUNC('month', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__month + , DATE_TRUNC('quarter', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__quarter + , DATE_TRUNC('year', bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__year + , EXTRACT(year FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_year + , EXTRACT(quarter FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_quarter + , EXTRACT(month FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_month + , EXTRACT(day FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_dow + , EXTRACT(doy FROM bridge_table_src_22000.ds_partitioned) AS bridge_account__ds_partitioned__extract_doy + , bridge_table_src_22000.account_id + , bridge_table_src_22000.customer_id + , bridge_table_src_22000.customer_id AS account_id__customer_id + , bridge_table_src_22000.account_id AS bridge_account__account_id + , bridge_table_src_22000.customer_id AS bridge_account__customer_id + FROM ***************************.bridge_table bridge_table_src_22000 + ) subq_8 + ) subq_9 LEFT OUTER JOIN ( -- Pass Only Elements: [ -- 'customer_name', @@ -280,85 +361,151 @@ FROM ( -- 'customer_id__ds_partitioned__extract_day', -- 'customer_id__ds_partitioned__extract_dow', -- 'customer_id__ds_partitioned__extract_doy', + -- 'metric_time__day', + -- 'metric_time__week', + -- 'metric_time__month', + -- 'metric_time__quarter', + -- 'metric_time__year', + -- 'metric_time__extract_year', + -- 'metric_time__extract_quarter', + -- 'metric_time__extract_month', + -- 'metric_time__extract_day', + -- 'metric_time__extract_dow', + -- 'metric_time__extract_doy', -- 'customer_id', -- ] SELECT - subq_7.ds_partitioned__day - , subq_7.ds_partitioned__week - , subq_7.ds_partitioned__month - , subq_7.ds_partitioned__quarter - , subq_7.ds_partitioned__year - , subq_7.ds_partitioned__extract_year - , subq_7.ds_partitioned__extract_quarter - , subq_7.ds_partitioned__extract_month - , subq_7.ds_partitioned__extract_day - , subq_7.ds_partitioned__extract_dow - , subq_7.ds_partitioned__extract_doy - , subq_7.customer_id__ds_partitioned__day - , subq_7.customer_id__ds_partitioned__week - , subq_7.customer_id__ds_partitioned__month - , subq_7.customer_id__ds_partitioned__quarter - , subq_7.customer_id__ds_partitioned__year - , subq_7.customer_id__ds_partitioned__extract_year - , subq_7.customer_id__ds_partitioned__extract_quarter - , subq_7.customer_id__ds_partitioned__extract_month - , subq_7.customer_id__ds_partitioned__extract_day - , subq_7.customer_id__ds_partitioned__extract_dow - , subq_7.customer_id__ds_partitioned__extract_doy - , subq_7.customer_id - , subq_7.customer_name - , subq_7.customer_atomic_weight - , subq_7.customer_id__customer_name - , subq_7.customer_id__customer_atomic_weight + subq_11.ds_partitioned__day + , subq_11.ds_partitioned__week + , subq_11.ds_partitioned__month + , subq_11.ds_partitioned__quarter + , subq_11.ds_partitioned__year + , subq_11.ds_partitioned__extract_year + , subq_11.ds_partitioned__extract_quarter + , subq_11.ds_partitioned__extract_month + , subq_11.ds_partitioned__extract_day + , subq_11.ds_partitioned__extract_dow + , subq_11.ds_partitioned__extract_doy + , subq_11.customer_id__ds_partitioned__day + , subq_11.customer_id__ds_partitioned__week + , subq_11.customer_id__ds_partitioned__month + , subq_11.customer_id__ds_partitioned__quarter + , subq_11.customer_id__ds_partitioned__year + , subq_11.customer_id__ds_partitioned__extract_year + , subq_11.customer_id__ds_partitioned__extract_quarter + , subq_11.customer_id__ds_partitioned__extract_month + , subq_11.customer_id__ds_partitioned__extract_day + , subq_11.customer_id__ds_partitioned__extract_dow + , subq_11.customer_id__ds_partitioned__extract_doy + , subq_11.metric_time__day + , subq_11.metric_time__week + , subq_11.metric_time__month + , subq_11.metric_time__quarter + , subq_11.metric_time__year + , subq_11.metric_time__extract_year + , subq_11.metric_time__extract_quarter + , subq_11.metric_time__extract_month + , subq_11.metric_time__extract_day + , subq_11.metric_time__extract_dow + , subq_11.metric_time__extract_doy + , subq_11.customer_id + , subq_11.customer_name + , subq_11.customer_atomic_weight + , subq_11.customer_id__customer_name + , subq_11.customer_id__customer_atomic_weight FROM ( - -- Read Elements From Semantic Model 'customer_table' + -- Metric Time Dimension 'ds_partitioned' SELECT - customer_table_src_22000.customer_name - , customer_table_src_22000.customer_atomic_weight - , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS ds_partitioned__day - , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS ds_partitioned__week - , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS ds_partitioned__month - , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS ds_partitioned__quarter - , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS ds_partitioned__year - , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year - , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter - , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month - , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow - , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy - , customer_table_src_22000.customer_name AS customer_id__customer_name - , customer_table_src_22000.customer_atomic_weight AS customer_id__customer_atomic_weight - , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__day - , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__week - , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__month - , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__quarter - , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__year - , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_year - , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_quarter - , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_month - , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_day - , EXTRACT(DAY_OF_WEEK FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_dow - , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_doy - , customer_table_src_22000.customer_id - FROM ***************************.customer_table customer_table_src_22000 - ) subq_7 - ) subq_8 + subq_10.ds_partitioned__day + , subq_10.ds_partitioned__week + , subq_10.ds_partitioned__month + , subq_10.ds_partitioned__quarter + , subq_10.ds_partitioned__year + , subq_10.ds_partitioned__extract_year + , subq_10.ds_partitioned__extract_quarter + , subq_10.ds_partitioned__extract_month + , subq_10.ds_partitioned__extract_day + , subq_10.ds_partitioned__extract_dow + , subq_10.ds_partitioned__extract_doy + , subq_10.customer_id__ds_partitioned__day + , subq_10.customer_id__ds_partitioned__week + , subq_10.customer_id__ds_partitioned__month + , subq_10.customer_id__ds_partitioned__quarter + , subq_10.customer_id__ds_partitioned__year + , subq_10.customer_id__ds_partitioned__extract_year + , subq_10.customer_id__ds_partitioned__extract_quarter + , subq_10.customer_id__ds_partitioned__extract_month + , subq_10.customer_id__ds_partitioned__extract_day + , subq_10.customer_id__ds_partitioned__extract_dow + , subq_10.customer_id__ds_partitioned__extract_doy + , subq_10.ds_partitioned__day AS metric_time__day + , subq_10.ds_partitioned__week AS metric_time__week + , subq_10.ds_partitioned__month AS metric_time__month + , subq_10.ds_partitioned__quarter AS metric_time__quarter + , subq_10.ds_partitioned__year AS metric_time__year + , subq_10.ds_partitioned__extract_year AS metric_time__extract_year + , subq_10.ds_partitioned__extract_quarter AS metric_time__extract_quarter + , subq_10.ds_partitioned__extract_month AS metric_time__extract_month + , subq_10.ds_partitioned__extract_day AS metric_time__extract_day + , subq_10.ds_partitioned__extract_dow AS metric_time__extract_dow + , subq_10.ds_partitioned__extract_doy AS metric_time__extract_doy + , subq_10.customer_id + , subq_10.customer_name + , subq_10.customer_atomic_weight + , subq_10.customer_id__customer_name + , subq_10.customer_id__customer_atomic_weight + , subq_10.customers + FROM ( + -- Read Elements From Semantic Model 'customer_table' + SELECT + 1 AS customers + , customer_table_src_22000.customer_name + , customer_table_src_22000.customer_atomic_weight + , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS ds_partitioned__extract_doy + , customer_table_src_22000.customer_name AS customer_id__customer_name + , customer_table_src_22000.customer_atomic_weight AS customer_id__customer_atomic_weight + , DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__day + , DATE_TRUNC('week', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__week + , DATE_TRUNC('month', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__month + , DATE_TRUNC('quarter', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__quarter + , DATE_TRUNC('year', customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__year + , EXTRACT(year FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_year + , EXTRACT(quarter FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_quarter + , EXTRACT(month FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_month + , EXTRACT(day FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_dow + , EXTRACT(doy FROM customer_table_src_22000.ds_partitioned) AS customer_id__ds_partitioned__extract_doy + , customer_table_src_22000.customer_id + FROM ***************************.customer_table customer_table_src_22000 + ) subq_10 + ) subq_11 + ) subq_12 ON ( - subq_6.customer_id = subq_8.customer_id + subq_9.customer_id = subq_12.customer_id ) AND ( - subq_6.ds_partitioned__day = subq_8.ds_partitioned__day + subq_9.ds_partitioned__day = subq_12.ds_partitioned__day ) - ) subq_9 - ) subq_10 + ) subq_13 + ) subq_14 ON ( - subq_5.account_id = subq_10.account_id + subq_7.account_id = subq_14.account_id ) AND ( - subq_5.ds_partitioned__day = subq_10.ds_partitioned__day + subq_7.ds_partitioned__day = subq_14.ds_partitioned__day ) - ) subq_11 - ) subq_12 + ) subq_15 + ) subq_16 GROUP BY - subq_12.account_id__customer_id__customer_name -) subq_13 + subq_16.account_id__customer_id__customer_name +) subq_17 diff --git a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_multihop_node__plan0_optimized.sql b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_multihop_node__plan0_optimized.sql index 3081559380..ee22b130fc 100644 --- a/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_multihop_node__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_query_rendering.py/SqlQueryPlan/Trino/test_multihop_node__plan0_optimized.sql @@ -3,7 +3,7 @@ -- Aggregate Measures -- Compute Metrics via Expressions SELECT - subq_21.customer_id__customer_name AS account_id__customer_id__customer_name + subq_27.customer_id__customer_name AS account_id__customer_id__customer_name , SUM(account_month_txns_src_22000.txn_count) AS txn_count FROM ***************************.account_month_txns account_month_txns_src_22000 LEFT OUTER JOIN ( @@ -22,12 +22,12 @@ LEFT OUTER JOIN ( ) AND ( DATE_TRUNC('day', bridge_table_src_22000.ds_partitioned) = DATE_TRUNC('day', customer_table_src_22000.ds_partitioned) ) -) subq_21 +) subq_27 ON ( - account_month_txns_src_22000.account_id = subq_21.account_id + account_month_txns_src_22000.account_id = subq_27.account_id ) AND ( - DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) = subq_21.ds_partitioned__day + DATE_TRUNC('day', account_month_txns_src_22000.ds_partitioned) = subq_27.ds_partitioned__day ) GROUP BY - subq_21.customer_id__customer_name + subq_27.customer_id__customer_name