From 7bb375682708bc5a4458c62d7e026a6efa54624a Mon Sep 17 00:00:00 2001 From: Beto Dealmeida Date: Fri, 4 Sep 2026 12:31:53 -0400 Subject: [PATCH 01/27] Add semi-additive metric declaration # Conflicts: # datajunction-server/datajunction_server/models/deployment.py --- ...itive_add_semi_additive_to_noderevision.py | 27 +++++++ .../api/graphql/scalars/node.py | 30 ++++++++ .../api/graphql/schema.graphql | 13 ++++ .../datajunction_server/database/node.py | 16 ++++ .../datajunction_server/internal/client.py | 5 ++ .../internal/deployment/orchestrator.py | 4 + .../internal/deployment/validation.py | 51 +++++++++++- .../internal/namespaces.py | 8 ++ .../datajunction_server/internal/nodes.py | 29 ++++++- .../internal/validation.py | 71 ++++++++++++++++- .../datajunction_server/models/deployment.py | 20 +++++ .../datajunction_server/models/metric.py | 3 + .../datajunction_server/models/node.py | 4 + .../models/semiadditive.py | 51 ++++++++++++ datajunction-server/tests/api/metrics_test.py | 77 +++++++++++++++++++ .../internal/deployment/validation_test.py | 53 +++++++++++++ 16 files changed, 455 insertions(+), 7 deletions(-) create mode 100644 datajunction-server/datajunction_server/alembic/versions/2026_08_24_0000-sa0001semiadditive_add_semi_additive_to_noderevision.py create mode 100644 datajunction-server/datajunction_server/models/semiadditive.py diff --git a/datajunction-server/datajunction_server/alembic/versions/2026_08_24_0000-sa0001semiadditive_add_semi_additive_to_noderevision.py b/datajunction-server/datajunction_server/alembic/versions/2026_08_24_0000-sa0001semiadditive_add_semi_additive_to_noderevision.py new file mode 100644 index 000000000..158baa01e --- /dev/null +++ b/datajunction-server/datajunction_server/alembic/versions/2026_08_24_0000-sa0001semiadditive_add_semi_additive_to_noderevision.py @@ -0,0 +1,27 @@ +""" +Add semi_additive column to noderevision + +Revision ID: sa0001semiadditive +Revises: nsboundaryflag1 +Create Date: 2026-08-24 00:00:00.000000+00:00 +""" + +import sqlalchemy as sa +from alembic import op + +# revision identifiers, used by Alembic. +revision = "sa0001semiadditive" +down_revision = "nsboundaryflag1" +branch_labels = None +depends_on = None + + +def upgrade(): + op.add_column( + "noderevision", + sa.Column("semi_additive", sa.JSON(), nullable=True), + ) + + +def downgrade(): + op.drop_column("noderevision", "semi_additive") diff --git a/datajunction-server/datajunction_server/api/graphql/scalars/node.py b/datajunction-server/datajunction_server/api/graphql/scalars/node.py index e92b7ffd3..39ee77139 100644 --- a/datajunction-server/datajunction_server/api/graphql/scalars/node.py +++ b/datajunction-server/datajunction_server/api/graphql/scalars/node.py @@ -45,6 +45,10 @@ from datajunction_server.models.node import NodeMode as NodeMode_ from datajunction_server.models.node import NodeStatus as NodeStatus_ from datajunction_server.models.node import NodeType as NodeType_ +from datajunction_server.models.semiadditive import ( + SemiAdditiveCollapseFunction as SemiAdditiveCollapseFunction_, +) +from datajunction_server.models.semiadditive import parse_semi_additive_spec from datajunction_server.sql.parsing.backends.antlr4 import ast, parse NodeType = strawberry.enum(NodeType_) @@ -52,6 +56,7 @@ NodeMode = strawberry.enum(NodeMode_) JoinType = strawberry.enum(JoinType_) JoinCardinality = strawberry.enum(JoinCardinality_) +SemiAdditiveCollapseFunction = strawberry.enum(SemiAdditiveCollapseFunction_) @strawberry.enum @@ -69,6 +74,16 @@ class NodeCount: count: int +@strawberry.type +class SemiAdditiveSpec: + """ + Semi-additive metric declaration. + """ + + dimension: str + function: SemiAdditiveCollapseFunction # type: ignore + + _CUBE_SCALAR_ONLY_FIELDS: frozenset = frozenset( { "name", @@ -410,6 +425,21 @@ def materializations( # Only metrics will have these fields required_dimensions: list[Column] | None = None + @strawberry.field + def semi_additive(self, root: DBNodeRevision) -> SemiAdditiveSpec | None: + """ + Semi-additive metric declaration. + """ + if root.type != NodeType.METRIC: + return None + spec = parse_semi_additive_spec(root.semi_additive) + if not spec: + return None + return SemiAdditiveSpec( + dimension=spec.dimension, + function=spec.function, # type: ignore + ) + @strawberry.field def primary_key(self, root: DBNodeRevision) -> list[str]: """ diff --git a/datajunction-server/datajunction_server/api/graphql/schema.graphql b/datajunction-server/datajunction_server/api/graphql/schema.graphql index 6d442f339..804fd06e5 100644 --- a/datajunction-server/datajunction_server/api/graphql/schema.graphql +++ b/datajunction-server/datajunction_server/api/graphql/schema.graphql @@ -397,6 +397,7 @@ type NodeRevision { dimensionLinks: [DimensionLink!]! availability: AvailabilityState materializations: [MaterializationConfig!] + semiAdditive: SemiAdditiveSpec primaryKey: [String!]! metricMetadata: MetricMetadata isDerivedMetric: Boolean! @@ -733,6 +734,18 @@ enum SemanticType { TIMESTAMP } +enum SemiAdditiveCollapseFunction { + LAST_VALUE + FIRST_VALUE + MIN + MAX +} + +type SemiAdditiveSpec { + dimension: String! + function: SemiAdditiveCollapseFunction! +} + type Tag { name: String! tagType: String! diff --git a/datajunction-server/datajunction_server/database/node.py b/datajunction-server/datajunction_server/database/node.py index d93acc753..43518762a 100644 --- a/datajunction-server/datajunction_server/database/node.py +++ b/datajunction-server/datajunction_server/database/node.py @@ -88,6 +88,7 @@ from datajunction_server.models.custom_metadata import CustomMetadataFilter from datajunction_server.models.node_type import NodeType from datajunction_server.models.partition import PartitionType +from datajunction_server.models.semiadditive import parse_semi_additive_spec from datajunction_server.models.unit import ( AtomicUnit, CompoundUnit, @@ -678,6 +679,7 @@ async def to_spec(self, session: AsyncSession) -> NodeSpec: ) extra_kwargs.update( required_dimensions=required_dimensions_spec, + semi_additive=parse_semi_additive_spec(self.current.semi_additive), direction=self.current.metric_metadata.direction if self.current.metric_metadata else None, @@ -1721,6 +1723,14 @@ class NodeRevision( uselist=False, ) + # Declares that a metric must collapse, rather than sum, across a dimension. + # Stored as JSON here and validated at the API/deployment boundaries. + semi_additive: Mapped[dict[str, Any] | None] = mapped_column( + JSON, + nullable=True, + default=None, + ) + # Filters that are always applied when generating SQL for a cube node cube_filters: Mapped[list[str] | None] = mapped_column( JSON, @@ -2067,6 +2077,12 @@ def extra_validation(self) -> None: "bound dimensions which are only for metrics.", ) + if self.type != NodeType.METRIC and self.semi_additive: + raise DJInvalidInputException( + f"Node {self.name} of type {self.type} cannot have " + "semi-additive settings which are only for metrics.", + ) + if self.type == NodeType.METRIC: self.check_metric() diff --git a/datajunction-server/datajunction_server/internal/client.py b/datajunction-server/datajunction_server/internal/client.py index 7964b4cd2..cc2588286 100644 --- a/datajunction-server/datajunction_server/internal/client.py +++ b/datajunction-server/datajunction_server/internal/client.py @@ -192,6 +192,11 @@ async def python_client_create_node( "required_dimensions": [ # type: ignore col.name for col in node.current.required_dimensions ], + **( + {"semi_additive": node.current.semi_additive} # type: ignore + if node.current.semi_additive + else {} + ), **( { "direction": ( # type: ignore diff --git a/datajunction-server/datajunction_server/internal/deployment/orchestrator.py b/datajunction-server/datajunction_server/internal/deployment/orchestrator.py index adbb15ee3..fef95e316 100644 --- a/datajunction-server/datajunction_server/internal/deployment/orchestrator.py +++ b/datajunction-server/datajunction_server/internal/deployment/orchestrator.py @@ -122,6 +122,7 @@ NodeStatus, NodeType, ) +from datajunction_server.models.semiadditive import dump_semi_additive_spec from datajunction_server.models.unit import ( AtomicUnit, CompoundUnit, @@ -5367,6 +5368,9 @@ async def _create_node_revision( dependency_nodes, ) new_revision.required_dimensions = matched_columns + new_revision.semi_additive = dump_semi_additive_spec( + metric_spec.rendered_semi_additive, + ) return new_revision def _resolve_metric_unit( diff --git a/datajunction-server/datajunction_server/internal/deployment/validation.py b/datajunction-server/datajunction_server/internal/deployment/validation.py index d6d65f3bf..3e8fa2944 100644 --- a/datajunction-server/datajunction_server/internal/deployment/validation.py +++ b/datajunction-server/datajunction_server/internal/deployment/validation.py @@ -153,7 +153,7 @@ async def validate(self, node_specs: list[NodeSpec]) -> list[NodeValidationResul specs_needing_parse.append(spec) spec_indices.append(i) - # Pre-fetch dimension nodes for required_dimensions validation + # Pre-fetch dimension nodes for metric dimension-reference validation await self._prefetch_required_dimension_nodes(specs_needing_parse) # Pre-fetch dimension sets for cross-fact derived metric validation @@ -520,6 +520,10 @@ def validate_query_node( if req_dim_error is not None: errors.append(req_dim_error) + semi_additive_error = self._check_semi_additive_dimension(spec) + if semi_additive_error is not None: + errors.append(semi_additive_error) + cross_fact_error = self._check_cross_fact_dimensions(spec) if cross_fact_error is not None: errors.append(cross_fact_error) # pragma: no cover @@ -655,9 +659,9 @@ async def _prefetch_required_dimension_nodes( specs: list[NodeSpec], ) -> None: """ - Collect all dimension node names referenced via required_dimensions across the - batch, fetch any not already in dependency_nodes in a single DB query, and - store the combined map in self._all_dim_nodes. + Collect all dimension node names referenced via metric-only dimension + declarations across the batch, fetch any not already in dependency_nodes in a + single DB query, and store the combined map in self._all_dim_nodes. """ req_dim_node_names: set[str] = set() for spec in specs: @@ -667,6 +671,10 @@ async def _prefetch_required_dimension_nodes( if SEPARATOR in req_dim: dim_node_name = req_dim.rsplit(SEPARATOR, 1)[0] req_dim_node_names.add(dim_node_name) + semi_additive = getattr(spec, "rendered_semi_additive", None) + if semi_additive and SEPARATOR in semi_additive.dimension: + dim_node_name = semi_additive.dimension.rsplit(SEPARATOR, 1)[0] + req_dim_node_names.add(dim_node_name) self._all_dim_nodes = dict(self.context.dependency_nodes) @@ -780,6 +788,41 @@ def _check_required_dimensions(self, spec: NodeSpec) -> DJError | None: debug={"invalid_required_dimensions": list(invalid)}, ) + def _check_semi_additive_dimension(self, spec: NodeSpec) -> DJError | None: + """ + Validate that semi_additive.dimension resolves to a real column. + """ + semi_additive = getattr(spec, "rendered_semi_additive", None) + if not semi_additive: + return None + + dep_names = self.context.node_graph.get(spec.rendered_name, []) + parent_columns = [ + col + for dep_name in dep_names + for dep_node in [self.context.dependency_nodes.get(dep_name)] + if dep_node and dep_node.current + for col in dep_node.current.columns + ] + + invalid, _ = _resolve_required_dimensions( + [semi_additive.dimension], + parent_columns, + self._all_dim_nodes, + ) + + if not invalid: + return None + + return DJError( + code=ErrorCode.INVALID_COLUMN, + message=( + "Node definition contains references to columns as " + "semi-additive dimensions that are not on parent nodes." + ), + debug={"invalid_semi_additive_dimensions": list(invalid)}, + ) + async def _prefetch_metric_dimensions( self, specs: list[NodeSpec], diff --git a/datajunction-server/datajunction_server/internal/namespaces.py b/datajunction-server/datajunction_server/internal/namespaces.py index d3eb5f10b..d15b55804 100644 --- a/datajunction-server/datajunction_server/internal/namespaces.py +++ b/datajunction-server/datajunction_server/internal/namespaces.py @@ -1229,6 +1229,7 @@ def _metric_project_config(node: Node, namespace_requested: str) -> dict: "query": node.current.query, "tags": [tag.name for tag in node.tags], "required_dimensions": [dim.name for dim in node.current.required_dimensions], + "semi_additive": node.current.semi_additive, "direction": ( node.current.metric_metadata.direction.name.lower() if node.current.metric_metadata and node.current.metric_metadata.direction @@ -1642,6 +1643,13 @@ async def get_node_specs_for_export( ) for required_dim in metric_spec.required_dimensions ] + if metric_spec.semi_additive: + metric_spec.semi_additive.dimension = _inject_prefix_for_cube_ref( + metric_spec.semi_additive.dimension, + namespace, + parent_namespace, + namespace_suffixes, + ) if node_spec.node_type in ( NodeType.SOURCE, NodeType.TRANSFORM, diff --git a/datajunction-server/datajunction_server/internal/nodes.py b/datajunction-server/datajunction_server/internal/nodes.py index 9f81e399b..e83a7190d 100644 --- a/datajunction-server/datajunction_server/internal/nodes.py +++ b/datajunction-server/datajunction_server/internal/nodes.py @@ -127,6 +127,7 @@ ) from datajunction_server.models.node_type import NodeType from datajunction_server.models.query import QueryCreate +from datajunction_server.models.semiadditive import dump_semi_additive_spec from datajunction_server.models.table_metadata import TableMetadata, TableOwner from datajunction_server.service_clients import QueryServiceClient from datajunction_server.sql.dag import ( @@ -585,6 +586,11 @@ async def create_node_revision( query=data.query, mode=data.mode, required_dimensions=data.required_dimensions or [], + semi_additive=( + dump_semi_additive_spec(data.semi_additive) + if node_type == NodeType.METRIC + else None + ), created_by_id=current_user.id, custom_metadata=data.custom_metadata, ) @@ -1128,6 +1134,7 @@ async def copy_to_new_node( table=old_revision.table, required_dimensions=list(old_revision.required_dimensions), metric_metadata=old_revision.metric_metadata, + semi_additive=old_revision.semi_additive, cube_elements=list(old_revision.cube_elements), cube_filters=old_revision.cube_filters, status=old_revision.status, @@ -2505,6 +2512,7 @@ def copy_existing_node_revision(old_revision: NodeRevision, current_user: User): status=old_revision.status, required_dimensions=list(old_revision.required_dimensions), metric_metadata=old_revision.metric_metadata, + semi_additive=old_revision.semi_additive, dimension_links=[ DimensionLink( dimension_id=link.dimension_id, @@ -2727,8 +2735,20 @@ async def create_new_revision_from_existing( and {col.name for col in old_revision.required_dimensions} != set(data.required_dimensions) ) + semi_additive_was_set = bool( + data and "semi_additive" in data.model_fields_set, + ) + semi_additive_changes = ( + semi_additive_was_set + and old_revision.semi_additive + != dump_semi_additive_spec(data.semi_additive if data else None) + ) major_changes = ( - query_changes or column_changes or pk_changes or required_dim_changes + query_changes + or column_changes + or pk_changes + or required_dim_changes + or semi_additive_changes ) # If nothing has changed, do not create the new node revision @@ -2778,6 +2798,13 @@ async def create_new_revision_from_existing( if data and data.metric_metadata else old_revision.metric_metadata ), + semi_additive=( + dump_semi_additive_spec(data.semi_additive) + if data and data.semi_additive is not None + else None + if semi_additive_was_set + else old_revision.semi_additive + ), dimension_links=[ DimensionLink( dimension_id=link.dimension_id, diff --git a/datajunction-server/datajunction_server/internal/validation.py b/datajunction-server/datajunction_server/internal/validation.py index 6eb1af905..bd0fa817c 100644 --- a/datajunction-server/datajunction_server/internal/validation.py +++ b/datajunction-server/datajunction_server/internal/validation.py @@ -23,6 +23,7 @@ from datajunction_server.models.base import labelize from datajunction_server.models.node import NodeRevisionBase, NodeStatus from datajunction_server.models.node_type import NodeType +from datajunction_server.models.semiadditive import parse_semi_additive_spec from datajunction_server.sql.parsing import ast from datajunction_server.sql.parsing.backends.antlr4 import SqlSyntaxError, parse from datajunction_server.sql.parsing.backends.exceptions import DJParseException @@ -357,11 +358,28 @@ async def validate_node_data( parent_columns, ) node_validator.required_dimensions = matched_bound_columns + semi_additive_spec = parse_semi_additive_spec(validated_node.semi_additive) + invalid_semi_additive_dimensions: set[str] = set() + if semi_additive_spec: + ( + invalid_semi_additive_dimensions, + _, + ) = await find_required_dimensions( + session, + [semi_additive_spec.dimension], + parent_columns, + ) except MissingGreenlet: invalid_required_dimensions = set() + invalid_semi_additive_dimensions = set() node_validator.required_dimensions = [] - if missing_parents_map or type_inference_failures or invalid_required_dimensions: + if ( + missing_parents_map + or type_inference_failures + or invalid_required_dimensions + or invalid_semi_additive_dimensions + ): # update status node_validator.status = NodeStatus.INVALID # build errors @@ -410,10 +428,29 @@ async def validate_node_data( if invalid_required_dimensions else [] ) + invalid_semi_additive_dimensions_error = ( + [ + DJError( + code=ErrorCode.INVALID_COLUMN, + message=( + "Node definition contains references to columns as " + "semi-additive dimensions that are not on parent nodes." + ), + debug={ + "invalid_semi_additive_dimensions": list( + invalid_semi_additive_dimensions, + ), + }, + ), + ] + if invalid_semi_additive_dimensions + else [] + ) errors = ( missing_parents_error + type_inference_error + invalid_required_dimensions_error + + invalid_semi_additive_dimensions_error ) node_validator.errors.extend(errors) @@ -705,10 +742,25 @@ async def validate_node_data_v2( parent_columns, ) node_validator.required_dimensions = matched_bound_columns + semi_additive_spec = parse_semi_additive_spec(validated_node.semi_additive) + invalid_semi_additive_dimensions: set[str] = set() + if semi_additive_spec: + ( + invalid_semi_additive_dimensions, + _, + ) = await find_required_dimensions( + session, + [semi_additive_spec.dimension], + parent_columns, + ) # --- Step 12: final error assembly for missing parents + invalid required # dims (matches legacy code shapes). - if node_validator.missing_parents_map or invalid_required_dimensions: + if ( + node_validator.missing_parents_map + or invalid_required_dimensions + or invalid_semi_additive_dimensions + ): node_validator.status = NodeStatus.INVALID if node_validator.missing_parents_map: node_validator.errors.append( @@ -740,6 +792,21 @@ async def validate_node_data_v2( }, ), ) + if invalid_semi_additive_dimensions: + node_validator.errors.append( + DJError( + code=ErrorCode.INVALID_COLUMN, + message=( + "Node definition contains references to columns as " + "semi-additive dimensions that are not on parent nodes." + ), + debug={ + "invalid_semi_additive_dimensions": list( + invalid_semi_additive_dimensions, + ), + }, + ), + ) return node_validator diff --git a/datajunction-server/datajunction_server/models/deployment.py b/datajunction-server/datajunction_server/models/deployment.py index 1336b6aa7..703798a4a 100644 --- a/datajunction-server/datajunction_server/models/deployment.py +++ b/datajunction-server/datajunction_server/models/deployment.py @@ -40,6 +40,7 @@ NodeType, ) from datajunction_server.models.partition import Granularity, PartitionType +from datajunction_server.models.semiadditive import SemiAdditiveSpec from datajunction_server.models.unit import ( Unit, legacy_unit_to_structured, @@ -1022,6 +1023,7 @@ class MetricSpec(NodeSpec): # Excluded from serialization so it's never exported. columns: list[ColumnSpec] | None = Field(default=None, exclude=True) required_dimensions: list[str] | None = None # Field(default_factory=list) + semi_additive: SemiAdditiveSpec | None = None direction: MetricDirection | None = None unit_enum: MetricUnit | None = Field(default=None, exclude=True) # Structured unit form at the metric level — peer of `unit_enum`. @@ -1038,6 +1040,7 @@ class MetricSpec(NodeSpec): "columns": ChangeTier.NONE, # Required dimensions constrain which queries the metric can answer. "required_dimensions": ChangeTier.MAJOR, + "semi_additive": ChangeTier.MAJOR, # Everything below is presentation metadata on the metric's single output # column -- the same set the PATCH path already treats as minor via # `metric_metadata` in `create_new_revision_from_existing`. @@ -1179,6 +1182,22 @@ def diff(self, other: "NodeSpec") -> list[str]: changed.remove("required_dimensions") return changed + @property + def rendered_semi_additive(self) -> SemiAdditiveSpec | None: + """ + Semi-additive spec with `${prefix}` resolved to this spec's namespace. + """ + if not self.semi_additive: + return None + dimension = self.semi_additive.dimension + return self.semi_additive.model_copy( + update={ + "dimension": render_prefixes(dimension, self.namespace) + if "${prefix}" in dimension + else dimension, + }, + ) + def model_dump(self, **kwargs): # pragma: no cover base = super().model_dump(**kwargs) base["unit"] = self.unit @@ -1218,6 +1237,7 @@ def __eq__(self, other: object) -> bool: other.canonical_required_dimensions, preserve_order=False, ) + and self.semi_additive == other.semi_additive and eq_or_fallback(self.direction, other.direction, MetricDirection.NEUTRAL) and self._normalized_unit() == other._normalized_unit() and self.significant_digits == other.significant_digits diff --git a/datajunction-server/datajunction_server/models/metric.py b/datajunction-server/datajunction_server/models/metric.py index 2ec7e50b6..589ec8c15 100644 --- a/datajunction-server/datajunction_server/models/metric.py +++ b/datajunction-server/datajunction_server/models/metric.py @@ -16,6 +16,7 @@ MetricMetadataOutput, ) from datajunction_server.models.query import ColumnMetadata, V3ColumnMetadata +from datajunction_server.models.semiadditive import SemiAdditiveSpec from datajunction_server.models.sql import ScanEstimate, TranspiledSQL from datajunction_server.models.unit import unit_to_dict from datajunction_server.sql.decompose import MetricComponentExtractor @@ -50,6 +51,7 @@ class Metric(BaseModel): # going forward. `None` when no unit is set, regardless of input shape. unit: dict | None = None required_dimensions: list[str] + semi_additive: SemiAdditiveSpec | None = None # Whether the metric is a single aggregation call (a "measure") that can map # 1:1 to a column in an externally-built pre-aggregation table. Derived/ratio @@ -104,6 +106,7 @@ async def parse_node( node.current.columns[0].unit if node.current.columns else None, ), required_dimensions=[dim.name for dim in node.current.required_dimensions], + semi_additive=node.current.semi_additive, is_measure=node.current.is_measure, incompatible_druid_functions=incompatible_druid_functions, measures=measures, diff --git a/datajunction-server/datajunction_server/models/node.py b/datajunction-server/datajunction_server/models/node.py index e60ff6b67..aed35fcfd 100644 --- a/datajunction-server/datajunction_server/models/node.py +++ b/datajunction-server/datajunction_server/models/node.py @@ -33,6 +33,7 @@ from datajunction_server.models.materialization import MaterializationConfigOutput from datajunction_server.models.node_type import NodeNameOutput, NodeType from datajunction_server.models.partition import PartitionOutput +from datajunction_server.models.semiadditive import SemiAdditiveSpec from datajunction_server.models.tag import TagMinimum, TagOutput from datajunction_server.models.unit import ( AtomicUnit, @@ -878,6 +879,7 @@ class MetricNodeFields(BaseModel): """ required_dimensions: list[str] | None = None + semi_additive: SemiAdditiveSpec | None = None metric_metadata: MetricMetadataInput | None = None @@ -1033,6 +1035,7 @@ class NodeRevisionOutput(BaseModel): materializations: list[MaterializationConfigOutput] parents: list[NodeNameOutput] metric_metadata: MetricMetadataOutput | None = None + semi_additive: SemiAdditiveSpec | None = None dimension_links: list[LinkDimensionOutput] | None = None custom_metadata: dict | None = None @@ -1065,6 +1068,7 @@ class NodeOutput(GenericNodeOutputModel): materializations: list[MaterializationConfigOutput] parents: list[NodeNameOutput] metric_metadata: MetricMetadataOutput | None = None + semi_additive: SemiAdditiveSpec | None = None dimension_links: list[LinkDimensionOutput] = Field(default_factory=list) created_at: UTCDatetime created_by: UserNameOnly | None = None diff --git a/datajunction-server/datajunction_server/models/semiadditive.py b/datajunction-server/datajunction_server/models/semiadditive.py new file mode 100644 index 000000000..2fb6ca1a3 --- /dev/null +++ b/datajunction-server/datajunction_server/models/semiadditive.py @@ -0,0 +1,51 @@ +"""Models for semi-additive metric declarations.""" + +from pydantic import BaseModel + +from datajunction_server.enum import StrEnum + + +class SemiAdditiveCollapseFunction(StrEnum): + """ + Supported collapse functions for semi-additive metrics. + """ + + LAST_VALUE = "last_value" + FIRST_VALUE = "first_value" + MIN = "min" + MAX = "max" + + +class SemiAdditiveSpec(BaseModel): + """ + Declaration that a metric must collapse, rather than sum, across a dimension. + """ + + dimension: str + function: SemiAdditiveCollapseFunction + + +def dump_semi_additive_spec( + spec: SemiAdditiveSpec | dict | None, +) -> dict | None: + """ + Return a JSON-serializable semi-additive spec dictionary. + """ + if spec is None: + return None + if isinstance(spec, SemiAdditiveSpec): + return spec.model_dump(mode="json") + return SemiAdditiveSpec.model_validate(spec).model_dump(mode="json") + + +def parse_semi_additive_spec( + spec: SemiAdditiveSpec | dict | None, +) -> SemiAdditiveSpec | None: + """ + Return a validated semi-additive spec model. + """ + if spec is None: + return None + if isinstance(spec, SemiAdditiveSpec): + return spec + return SemiAdditiveSpec.model_validate(spec) diff --git a/datajunction-server/tests/api/metrics_test.py b/datajunction-server/tests/api/metrics_test.py index b6d939b76..0b725eb72 100644 --- a/datajunction-server/tests/api/metrics_test.py +++ b/datajunction-server/tests/api/metrics_test.py @@ -3,6 +3,7 @@ """ from unittest.mock import patch +from uuid import uuid4 import pytest import pytest_asyncio @@ -494,6 +495,82 @@ async def test_read_metrics(module__client_with_roads: AsyncClient) -> None: assert data["custom_metadata"] is None +@pytest.mark.asyncio +async def test_metric_semi_additive_roundtrip_and_validation( + client_with_roads: AsyncClient, +) -> None: + """ + Semi-additive declarations round-trip and validate their protected dimension. + """ + metric_name = f"default.semi_additive_repairs_{uuid4().hex}" + response = await client_with_roads.post( + "/nodes/metric/", + json={ + "name": metric_name, + "description": "Repair orders with semi-additive declaration", + "query": "SELECT COUNT(repair_order_id) FROM default.repair_orders_fact", + "mode": "published", + "semi_additive": { + "dimension": "repair_order_id", + "function": "last_value", + }, + }, + ) + assert response.status_code in (200, 201), response.json() + assert response.json()["semi_additive"] == { + "dimension": "repair_order_id", + "function": "last_value", + } + + response = await client_with_roads.get(f"/nodes/{metric_name}/") + assert response.status_code == 200 + assert response.json()["semi_additive"] == { + "dimension": "repair_order_id", + "function": "last_value", + } + + response = await client_with_roads.get(f"/metrics/{metric_name}/") + assert response.status_code == 200 + assert response.json()["semi_additive"] == { + "dimension": "repair_order_id", + "function": "last_value", + } + + invalid_metric_name = f"default.invalid_semi_additive_{uuid4().hex}" + response = await client_with_roads.post( + "/nodes/metric/", + json={ + "name": invalid_metric_name, + "description": "Invalid semi-additive declaration", + "query": "SELECT COUNT(repair_order_id) FROM default.repair_orders_fact", + "mode": "published", + "semi_additive": { + "dimension": "default.repair_orders_fact.nope", + "function": "last_value", + }, + }, + ) + assert response.status_code == 422 + assert response.json() == { + "message": "Node definition contains references to " + "columns as semi-additive dimensions that are not on parent nodes.", + "errors": [ + { + "code": "INVALID_COLUMN", + "message": "Node definition contains references to columns " + "as semi-additive dimensions that are not on parent nodes.", + "debug": { + "invalid_semi_additive_dimensions": [ + "default.repair_orders_fact.nope", + ], + }, + "context": "", + }, + ], + "warnings": [], + } + + @pytest_asyncio.fixture(scope="module") async def module__current_user(module__session: AsyncSession) -> User: """ diff --git a/datajunction-server/tests/internal/deployment/validation_test.py b/datajunction-server/tests/internal/deployment/validation_test.py index c252035a5..2e3f52f56 100644 --- a/datajunction-server/tests/internal/deployment/validation_test.py +++ b/datajunction-server/tests/internal/deployment/validation_test.py @@ -793,6 +793,59 @@ async def test_invalid_short_name_not_in_parent_columns( assert err.debug is not None assert "no_such_col" in err.debug["invalid_required_dimensions"] + @pytest.mark.asyncio + async def test_valid_semi_additive_dimension_full_path( + self, + session: AsyncSession, + parent_node: Node, + ): + """semi_additive.dimension full-path column found in dim nodes is valid.""" + dim_node = self._make_dim_node("test.dim", ["dateint"]) + context = self._make_context(session, parent_node) + spec = MetricSpec( + name="test.metric", + query="SELECT SUM(value) FROM test.parent", + semi_additive={ + "dimension": "test.dim.dateint", + "function": "last_value", + }, + ) + validator = NodeSpecBulkValidator(context) + validator._all_dim_nodes = {**context.dependency_nodes, "test.dim": dim_node} + result = validator.validate_query_node(spec) + + assert result.status == NodeStatus.VALID + error_codes = [e.code for e in result.errors] + assert ErrorCode.INVALID_COLUMN not in error_codes + + @pytest.mark.asyncio + async def test_invalid_semi_additive_dimension_column( + self, + session: AsyncSession, + parent_node: Node, + ): + """semi_additive.dimension full-path column absent from dim node is invalid.""" + dim_node = self._make_dim_node("test.dim", ["dateint"]) + context = self._make_context(session, parent_node) + spec = MetricSpec( + name="test.metric", + query="SELECT SUM(value) FROM test.parent", + semi_additive={ + "dimension": "test.dim.nonexistent_col", + "function": "last_value", + }, + ) + validator = NodeSpecBulkValidator(context) + validator._all_dim_nodes = {**context.dependency_nodes, "test.dim": dim_node} + result = validator.validate_query_node(spec) + + assert result.status == NodeStatus.INVALID + err = next(e for e in result.errors if e.code == ErrorCode.INVALID_COLUMN) + assert err.debug is not None + assert ( + "test.dim.nonexistent_col" in err.debug["invalid_semi_additive_dimensions"] + ) + @pytest.mark.asyncio async def test_no_required_dimensions_is_noop( self, From 19bcbd66cd78414e346219d540d16402a0061180 Mon Sep 17 00:00:00 2001 From: Beto Dealmeida Date: Mon, 24 Aug 2026 16:09:49 -0400 Subject: [PATCH 02/27] Attach semi-additive rules to metric components --- .../api/graphql/scalars/metricmetadata.py | 11 +++ .../api/graphql/scalars/node.py | 15 +-- .../api/graphql/schema.graphql | 3 +- .../datajunction_server/internal/nodes.py | 34 +++++++ .../datajunction_server/models/decompose.py | 2 + .../datajunction_server/sql/decompose.py | 81 ++++++++++++++++- .../nodes/derive_frozen_measures_test.py | 52 +++++++++++ .../tests/sql/decompose_test.py | 91 ++++++++++++++++++- 8 files changed, 270 insertions(+), 19 deletions(-) diff --git a/datajunction-server/datajunction_server/api/graphql/scalars/metricmetadata.py b/datajunction-server/datajunction_server/api/graphql/scalars/metricmetadata.py index 536f54abd..50ed6594c 100644 --- a/datajunction-server/datajunction_server/api/graphql/scalars/metricmetadata.py +++ b/datajunction-server/datajunction_server/api/graphql/scalars/metricmetadata.py @@ -15,9 +15,16 @@ MetricComponent as MetricComponent_, ) from datajunction_server.models.node import MetricDirection as MetricDirection_ +from datajunction_server.models.semiadditive import ( + SemiAdditiveCollapseFunction as SemiAdditiveCollapseFunction_, +) +from datajunction_server.models.semiadditive import ( + SemiAdditiveSpec as SemiAdditiveSpec_, +) MetricDirection = strawberry.enum(MetricDirection_) Aggregability = strawberry.enum(Aggregability_) +SemiAdditiveCollapseFunction = strawberry.enum(SemiAdditiveCollapseFunction_) @strawberry.type @@ -32,6 +39,10 @@ class Unit: abbreviation: str | None +@strawberry.experimental.pydantic.type(model=SemiAdditiveSpec_, all_fields=True) +class SemiAdditiveSpec: ... + + @strawberry.experimental.pydantic.type(model=AggregationRule_, all_fields=True) class AggregationRule: ... diff --git a/datajunction-server/datajunction_server/api/graphql/scalars/node.py b/datajunction-server/datajunction_server/api/graphql/scalars/node.py index 39ee77139..7638ec9b8 100644 --- a/datajunction-server/datajunction_server/api/graphql/scalars/node.py +++ b/datajunction-server/datajunction_server/api/graphql/scalars/node.py @@ -32,6 +32,7 @@ from datajunction_server.api.graphql.scalars.metricmetadata import ( DecomposedMetric, MetricMetadata, + SemiAdditiveSpec, ) from datajunction_server.api.graphql.scalars.user import User from datajunction_server.api.graphql.utils import extract_fields @@ -45,9 +46,6 @@ from datajunction_server.models.node import NodeMode as NodeMode_ from datajunction_server.models.node import NodeStatus as NodeStatus_ from datajunction_server.models.node import NodeType as NodeType_ -from datajunction_server.models.semiadditive import ( - SemiAdditiveCollapseFunction as SemiAdditiveCollapseFunction_, -) from datajunction_server.models.semiadditive import parse_semi_additive_spec from datajunction_server.sql.parsing.backends.antlr4 import ast, parse @@ -56,7 +54,6 @@ NodeMode = strawberry.enum(NodeMode_) JoinType = strawberry.enum(JoinType_) JoinCardinality = strawberry.enum(JoinCardinality_) -SemiAdditiveCollapseFunction = strawberry.enum(SemiAdditiveCollapseFunction_) @strawberry.enum @@ -74,16 +71,6 @@ class NodeCount: count: int -@strawberry.type -class SemiAdditiveSpec: - """ - Semi-additive metric declaration. - """ - - dimension: str - function: SemiAdditiveCollapseFunction # type: ignore - - _CUBE_SCALAR_ONLY_FIELDS: frozenset = frozenset( { "name", diff --git a/datajunction-server/datajunction_server/api/graphql/schema.graphql b/datajunction-server/datajunction_server/api/graphql/schema.graphql index 804fd06e5..84fca2c03 100644 --- a/datajunction-server/datajunction_server/api/graphql/schema.graphql +++ b/datajunction-server/datajunction_server/api/graphql/schema.graphql @@ -7,6 +7,7 @@ enum Aggregability { type AggregationRule { type: Aggregability! level: [String!] + semiAdditive: SemiAdditiveSpec } type Attribute { @@ -787,4 +788,4 @@ type User { type VersionedRef { name: String! version: String! -} \ No newline at end of file +} diff --git a/datajunction-server/datajunction_server/internal/nodes.py b/datajunction-server/datajunction_server/internal/nodes.py index e83a7190d..488f081c9 100644 --- a/datajunction-server/datajunction_server/internal/nodes.py +++ b/datajunction-server/datajunction_server/internal/nodes.py @@ -103,6 +103,10 @@ fold_change_tiers, version_change_tier, ) +from datajunction_server.models.decompose import ( + AggregationRule as DecomposeAggregationRule, + MetricComponent, +) from datajunction_server.models.dimensionlink import ( JoinLinkInput, JoinType, @@ -892,6 +896,8 @@ async def _derive_frozen_measures_impl( session=session, name=measure.name, ) + if frozen_measure: + _raise_if_frozen_measure_conflicts(frozen_measure, measure) if not frozen_measure and measure.aggregation: frozen_measure = FrozenMeasure( name=measure.name, @@ -1030,9 +1036,37 @@ async def derive_frozen_measures_bulk( ) session.add(frozen_measure) fm_by_name[measure.name] = frozen_measure + else: + _raise_if_frozen_measure_conflicts(frozen_measure, measure) frozen_measure.used_by_node_revisions.append(rev) +def _aggregation_rule_identity(rule: DecomposeAggregationRule) -> dict[str, Any]: + """Return the stable JSON shape used for frozen-measure rule comparison.""" + return rule.model_dump(mode="json", exclude_none=True) + + +def _raise_if_frozen_measure_conflicts( + frozen_measure: FrozenMeasure, + measure: MetricComponent, +) -> None: + """ + Prevent component-name collisions from reusing a different frozen measure. + """ + if ( + frozen_measure.expression == measure.expression + and frozen_measure.aggregation == measure.aggregation + and _aggregation_rule_identity(frozen_measure.rule) + == _aggregation_rule_identity(measure.rule) + ): + return + + raise DJInvalidInputException( + f"Frozen measure `{measure.name}` already exists with a different " + "expression, aggregation, or aggregation rule.", + ) + + async def save_node( session: AsyncSession, node_revision: NodeRevision, diff --git a/datajunction-server/datajunction_server/models/decompose.py b/datajunction-server/datajunction_server/models/decompose.py index 5e5655838..e9c644a72 100644 --- a/datajunction-server/datajunction_server/models/decompose.py +++ b/datajunction-server/datajunction_server/models/decompose.py @@ -12,6 +12,7 @@ from pydantic import BaseModel from datajunction_server.enum import StrEnum +from datajunction_server.models.semiadditive import SemiAdditiveSpec class Aggregability(StrEnum): @@ -54,6 +55,7 @@ class AggregationRule(BaseModel): type: Aggregability = Aggregability.NONE level: list[str] | None = None + semi_additive: SemiAdditiveSpec | None = None class MetricComponent(BaseModel): diff --git a/datajunction-server/datajunction_server/sql/decompose.py b/datajunction-server/datajunction_server/sql/decompose.py index 3003ad291..da0a7a929 100644 --- a/datajunction-server/datajunction_server/sql/decompose.py +++ b/datajunction-server/datajunction_server/sql/decompose.py @@ -10,12 +10,17 @@ from sqlalchemy.orm import aliased from datajunction_server.database.node import Node, NodeRelationship, NodeRevision +from datajunction_server.errors import DJInvalidInputException from datajunction_server.models.decompose import ( Aggregability, AggregationRule, MetricComponent, ) from datajunction_server.models.node_type import NodeType +from datajunction_server.models.semiadditive import ( + SemiAdditiveSpec, + parse_semi_additive_spec, +) from datajunction_server.naming import amenable_col_names from datajunction_server.sql import functions as dj_functions from datajunction_server.sql.parsing.backends.antlr4 import ast, parse @@ -746,6 +751,7 @@ class BaseMetricData: name: str query: str + semi_additive: SemiAdditiveSpec | dict | None = None @dataclass @@ -930,7 +936,10 @@ async def extract( else: # True base metric - decompose aggregations base_ast = parse(base_metric.query) - base_components, derived_ast = self._extract_base(base_ast) + base_components, derived_ast = self._extract_base( + base_ast, + parse_semi_additive_spec(base_metric.semi_additive), + ) for comp in base_components: if comp.name not in components_tracker: @@ -984,6 +993,12 @@ def _build_metric_data_from_cache( ] if metric_parents: + if metric_node.current.semi_additive: + raise DJInvalidInputException( + "Semi-additive metrics must be base metrics in V1. " + f"Derived metric `{metric_node.name}` declares semi_additive.", + ) + # Derived metric - base metrics are the parent metrics return MetricData( query=metric_node.current.query, @@ -992,6 +1007,7 @@ def _build_metric_data_from_cache( BaseMetricData( name=parent_name, query=nodes_cache[parent_name].current.query, + semi_additive=nodes_cache[parent_name].current.semi_additive, ) for parent_name in metric_parents if nodes_cache[parent_name].current @@ -1007,6 +1023,7 @@ def _build_metric_data_from_cache( BaseMetricData( name=metric_node.name, query=metric_node.current.query, + semi_additive=metric_node.current.semi_additive, ), ], ) @@ -1023,6 +1040,7 @@ async def _load_metric_data(self, session: AsyncSession) -> MetricData: select( Node.name.label("parent_name"), NodeRevision.query.label("parent_query"), + NodeRevision.semi_additive.label("parent_semi_additive"), ) .select_from(NodeRelationship) .join(Node, NodeRelationship.parent_id == Node.id) @@ -1043,6 +1061,7 @@ async def _load_metric_data(self, session: AsyncSession) -> MetricData: this_metric_stmt = ( select( NodeRevision.query, + NodeRevision.semi_additive, Node.name, ) .join(Node, NodeRevision.node_id == Node.id) @@ -1055,12 +1074,22 @@ async def _load_metric_data(self, session: AsyncSession) -> MetricData: this_row = this_result.one() if parent_rows: + if this_row.semi_additive: + raise DJInvalidInputException( + "Semi-additive metrics must be base metrics in V1. " + f"Derived metric `{this_row.name}` declares semi_additive.", + ) + # Derived metric - base metrics are the parents return MetricData( query=this_row.query, is_derived=True, base_metrics=[ - BaseMetricData(name=row.parent_name, query=row.parent_query) + BaseMetricData( + name=row.parent_name, + query=row.parent_query, + semi_additive=row.parent_semi_additive, + ) for row in parent_rows ], ) @@ -1069,12 +1098,19 @@ async def _load_metric_data(self, session: AsyncSession) -> MetricData: return MetricData( query=this_row.query, is_derived=False, - base_metrics=[BaseMetricData(name=this_row.name, query=this_row.query)], + base_metrics=[ + BaseMetricData( + name=this_row.name, + query=this_row.query, + semi_additive=this_row.semi_additive, + ), + ], ) def _extract_base( self, query_ast: ast.Query, + semi_additive: SemiAdditiveSpec | None = None, ) -> tuple[list[MetricComponent], ast.Query]: """ Extract components from a base metric by decomposing aggregations. @@ -1106,6 +1142,10 @@ def _extract_base( # If any aggregation is non-decomposable, abort decomposition # entirely — the metric is non-decomposable as a whole. if any(get_decomposition(dj_fn) is None for _, dj_fn in agg_funcs): + if semi_additive: + self._raise_unsupported_semi_additive_shape( + "semi-additive metrics must use a decomposable aggregation", + ) return [], query_ast for func, dj_function in agg_funcs: @@ -1128,8 +1168,43 @@ def _extract_base( for proj in query_ast.select.projection: wrap_divisions_in_nullif(cast(ast.Expression, proj)) + if semi_additive: + self._attach_semi_additive_spec(components, semi_additive) + return components, query_ast + def _attach_semi_additive_spec( + self, + components: list[MetricComponent], + semi_additive: SemiAdditiveSpec, + ) -> None: + """ + Attach a semi-additive declaration to a single ordinary measure component. + """ + if len(components) != 1: + self._raise_unsupported_semi_additive_shape( + "semi-additive metrics must decompose to exactly one component", + ) + + component = components[0] + if ( + component.rule.type != Aggregability.FULL + or component.aggregation is None + or component.merge is None + ): + self._raise_unsupported_semi_additive_shape( + "semi-additive metrics must decompose to one non-distinct " + "fully-aggregatable component", + ) + + component.rule.semi_additive = semi_additive + + @staticmethod + def _raise_unsupported_semi_additive_shape(reason: str) -> None: + raise DJInvalidInputException( + f"Unsupported semi-additive metric shape: {reason}.", + ) + def _substitute_metric_references( self, query_ast: ast.Query, diff --git a/datajunction-server/tests/internal/nodes/derive_frozen_measures_test.py b/datajunction-server/tests/internal/nodes/derive_frozen_measures_test.py index 292be4521..e8d79fc70 100644 --- a/datajunction-server/tests/internal/nodes/derive_frozen_measures_test.py +++ b/datajunction-server/tests/internal/nodes/derive_frozen_measures_test.py @@ -16,6 +16,7 @@ from datajunction_server.database.measure import FrozenMeasure from datajunction_server.database.node import Node, NodeRevision from datajunction_server.database.user import OAuthProvider, User +from datajunction_server.errors import DJInvalidInputException from datajunction_server.internal.nodes import derive_frozen_measures_bulk from datajunction_server.models.node import NodeStatus from datajunction_server.models.node_type import NodeType @@ -62,6 +63,7 @@ async def _make_metric( name: str, query: str, parents: list[Node], + semi_additive: dict[str, str] | None = None, ) -> Node: node = Node( name=name, @@ -75,6 +77,7 @@ async def _make_metric( type=NodeType.METRIC, version="v1.0", query=query, + semi_additive=semi_additive, status=NodeStatus.VALID, parents=parents, created_by_id=user.id, @@ -123,6 +126,55 @@ async def test_base_metric_populates_derived_expression_and_measure( assert any(fm.aggregation == "SUM" for fm in metric.current.frozen_measures) +@pytest.mark.asyncio +async def test_frozen_measure_name_collision_with_different_rule_raises( + session: AsyncSession, + user: User, +): + """A same-name component cannot reuse a FrozenMeasure with different rules.""" + src = await _make_source( + session, + user, + "src_semi_additive_collision", + [Column(name="semi_amount", type=ct.DoubleType(), order=0)], + ) + semi_additive = await _make_metric( + session, + user, + "m.semi_amount_eod", + "SELECT SUM(semi_amount) FROM src_semi_additive_collision", + [src], + semi_additive={ + "dimension": "default.date_dim.date", + "function": "last_value", + }, + ) + additive = await _make_metric( + session, + user, + "m.semi_amount_total", + "SELECT SUM(semi_amount) FROM src_semi_additive_collision", + [src], + ) + await session.refresh(semi_additive, ["current"]) + await session.refresh(additive, ["current"]) + + await derive_frozen_measures_bulk(session, [semi_additive.current.id]) + await session.commit() + + await session.refresh(semi_additive.current, ["frozen_measures"]) + assert any( + fm.rule.semi_additive is not None + for fm in semi_additive.current.frozen_measures + ) + + with pytest.raises( + DJInvalidInputException, + match="different expression, aggregation, or aggregation rule", + ): + await derive_frozen_measures_bulk(session, [additive.current.id]) + + @pytest.mark.asyncio async def test_derived_metric_expands_parent_cache( session: AsyncSession, diff --git a/datajunction-server/tests/sql/decompose_test.py b/datajunction-server/tests/sql/decompose_test.py index b2c93644b..4ede5efc1 100644 --- a/datajunction-server/tests/sql/decompose_test.py +++ b/datajunction-server/tests/sql/decompose_test.py @@ -7,6 +7,7 @@ from sqlalchemy.ext.asyncio import AsyncSession from datajunction_server.database.node import Node, NodeRelationship, NodeRevision +from datajunction_server.errors import DJInvalidInputException from datajunction_server.models.cube_materialization import ( Aggregability, AggregationRule, @@ -14,6 +15,10 @@ ) from datajunction_server.models.engine import Dialect from datajunction_server.models.node_type import NodeType +from datajunction_server.models.semiadditive import ( + SemiAdditiveCollapseFunction, + SemiAdditiveSpec, +) from datajunction_server.sql import functions as dj_functions from datajunction_server.sql.decompose import ( DUPLICATION_INVARIANT_AGGREGATIONS, @@ -62,7 +67,12 @@ async def create_metric(session: AsyncSession, current_user, parent_node): """Fixture to create a metric node with a query.""" created_metrics: list[NodeRevision] = [] - async def _create(query: str, name: str | None = None, parent=None): + async def _create( + query: str, + name: str | None = None, + parent=None, + semi_additive: dict[str, str] | None = None, + ): parent_to_use = parent if parent else parent_node metric_name = name or f"test_metric_{len(created_metrics)}" @@ -81,6 +91,7 @@ async def _create(query: str, name: str | None = None, parent=None): name=metric_name, type=NodeType.METRIC, query=query, + semi_additive=semi_additive, created_by_id=current_user.id, ) session.add(metric_rev) @@ -120,6 +131,44 @@ async def test_simple_sum(session: AsyncSession, create_metric): ) +@pytest.mark.asyncio +async def test_semi_additive_sum_attaches_spec(session: AsyncSession, create_metric): + """ + Semi-additive declarations attach to the single extracted base measure. + """ + metric_rev = await create_metric( + "SELECT SUM(account_balance) FROM parent_node", + semi_additive={ + "dimension": "default.date_dim.date", + "function": "last_value", + }, + ) + + extractor = MetricComponentExtractor(metric_rev.id) + measures, derived_sql = await extractor.extract(session) + + expected_spec = SemiAdditiveSpec( + dimension="default.date_dim.date", + function=SemiAdditiveCollapseFunction.LAST_VALUE, + ) + assert measures == [ + MetricComponent( + name="account_balance_sum_8e611a76", + expression="account_balance", + aggregation="SUM", + merge="SUM", + rule=AggregationRule( + type=Aggregability.FULL, + semi_additive=expected_spec, + ), + ), + ] + assert_sql_equal( + str(derived_sql), + "SELECT SUM(account_balance_sum_8e611a76) FROM parent_node", + ) + + @pytest.mark.asyncio async def test_sum_with_cast(session: AsyncSession, create_metric): """ @@ -854,6 +903,46 @@ async def test_unsupported_aggregation_function(session: AsyncSession, create_me ) +@pytest.mark.asyncio +@pytest.mark.parametrize( + ("query", "match"), + [ + ( + "SELECT AVG(sales_amount) FROM parent_node", + "exactly one component", + ), + ( + "SELECT COUNT(DISTINCT user_id) FROM parent_node", + "one non-distinct fully-aggregatable component", + ), + ( + "SELECT MEDIAN(sales_amount) FROM parent_node", + "decomposable aggregation", + ), + ], +) +async def test_unsupported_semi_additive_shapes( + session: AsyncSession, + create_metric, + query: str, + match: str, +): + """ + V1 semi-additive metrics only support one ordinary decomposable component. + """ + metric_rev = await create_metric( + query, + semi_additive={ + "dimension": "default.date_dim.date", + "function": "last_value", + }, + ) + + extractor = MetricComponentExtractor(metric_rev.id) + with pytest.raises(DJInvalidInputException, match=match): + await extractor.extract(session) + + @pytest.mark.asyncio async def test_count_if(session: AsyncSession, create_metric): """ From 2dd882eda57e3236cfd6c347424809e3d81585ee Mon Sep 17 00:00:00 2001 From: Beto Dealmeida Date: Mon, 24 Aug 2026 17:31:58 -0400 Subject: [PATCH 03/27] Support semi-additive metric collapse SQL --- .../construction/build_v3/builder.py | 20 +- .../construction/build_v3/cube_matcher.py | 89 ++++- .../construction/build_v3/decomposition.py | 120 +++++- .../construction/build_v3/loaders.py | 1 + .../construction/build_v3/measures.py | 119 +++++- .../construction/build_v3/metrics.py | 56 +++ .../construction/build_v3/types.py | 8 + .../datajunction_server/internal/sql.py | 1 + .../construction/build_v3/metrics_sql_test.py | 341 ++++++++++++++++++ 9 files changed, 724 insertions(+), 31 deletions(-) diff --git a/datajunction-server/datajunction_server/construction/build_v3/builder.py b/datajunction-server/datajunction_server/construction/build_v3/builder.py index 9b1b5fa7a..a5e984a13 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/builder.py +++ b/datajunction-server/datajunction_server/construction/build_v3/builder.py @@ -21,6 +21,7 @@ ) from datajunction_server.construction.build_v3.decomposition import ( decompose_and_group_metrics, + missing_semi_additive_dimensions, ) from datajunction_server.construction.build_v3.dimensions import parse_dimension_ref from datajunction_server.construction.build_v3.filters import ( @@ -320,6 +321,14 @@ async def setup_build_context( # Add dimensions referenced in metric expressions (e.g., LAG ORDER BY) add_dimensions_from_metric_expressions(ctx, ctx.decomposed_metrics) + output_dimensions_after_expression_scan = list(ctx.dimensions) + internal_semi_additive_dimensions = missing_semi_additive_dimensions( + ctx.decomposed_metrics.values(), + output_dimensions_after_expression_scan, + ) + for dimension in internal_semi_additive_dimensions: + if dimension not in ctx.dimensions: + ctx.dimensions.append(dimension) # A second load_nodes pass is needed when either: # 1. metric expressions introduced dimension nodes not yet in ctx.nodes, OR @@ -333,8 +342,15 @@ async def setup_build_context( } missing_dim_nodes = dim_roots_after - ctx.nodes.keys() internally_added_roots = dim_roots_after - dim_roots_before_load - if missing_dim_nodes or internally_added_roots: - await load_nodes(ctx) + try: + if ( + missing_dim_nodes + or internally_added_roots + or internal_semi_additive_dimensions + ): + await load_nodes(ctx) + finally: + ctx.dimensions = output_dimensions_after_expression_scan # Classify filters into dimension filters (WHERE) and metric filters (HAVING) # This MUST happen AFTER all nodes are loaded so we can correctly identify diff --git a/datajunction-server/datajunction_server/construction/build_v3/cube_matcher.py b/datajunction-server/datajunction_server/construction/build_v3/cube_matcher.py index 07fead205..d779db7ac 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/cube_matcher.py +++ b/datajunction-server/datajunction_server/construction/build_v3/cube_matcher.py @@ -14,7 +14,11 @@ from sqlalchemy.ext.asyncio import AsyncSession from sqlalchemy.orm import joinedload, load_only, noload, selectinload -from datajunction_server.construction.build_v3.decomposition import is_derived_metric +from datajunction_server.construction.build_v3.decomposition import ( + _semi_additive_dimension_requested, + is_derived_metric, + missing_semi_additive_dimensions, +) from datajunction_server.construction.build_v3.dimensions import parse_dimension_ref from datajunction_server.construction.build_v3.filters import ( parse_and_resolve_filters, @@ -43,6 +47,7 @@ from datajunction_server.models.decompose import Aggregability from datajunction_server.models.dialect import Dialect from datajunction_server.models.node_type import NodeType +from datajunction_server.models.semiadditive import parse_semi_additive_spec from datajunction_server.naming import amenable_name from datajunction_server.sql.parsing import ast @@ -55,6 +60,36 @@ _FILTER_COVERAGE_UNKNOWN = object() +def _semi_additive_dimensions_for_cube_metrics( + cube: NodeRevision, + metrics: list[str], + requested_dimensions: list[str], +) -> list[str]: + """ + Protected dimensions a cube must materialize for semi-additive rollups. + """ + required: list[str] = [] + metric_names = set(metrics) + for metric_revision in cube.metric_node_revisions(): + if ( + not metric_revision + or metric_revision.name not in metric_names + or not metric_revision.semi_additive + ): + continue + semi_additive = parse_semi_additive_spec(metric_revision.semi_additive) + if ( + semi_additive + and not _semi_additive_dimension_requested( + semi_additive.dimension, + requested_dimensions, + ) + and semi_additive.dimension not in required + ): + required.append(semi_additive.dimension) + return required + + async def _required_filter_dimensions( session: AsyncSession, filters: list[str] | None, @@ -214,10 +249,18 @@ async def find_matching_cube( # Druid SQL referencing a missing column). cube_dims = set(cube_rev.cube_dimensions()) - if not required_dims.issubset(cube_dims): + required_dims_for_cube = required_dims | set( + _semi_additive_dimensions_for_cube_metrics( + cube_rev, + metrics, + dimensions, + ), + ) + + if not required_dims_for_cube.issubset(cube_dims): logger.debug( f"[BuildV3] Cube {cube_rev.name} dims {cube_dims} " - f"don't cover required {required_dims}", + f"don't cover required {required_dims_for_cube}", ) continue @@ -244,6 +287,7 @@ async def validate_pinned_cube_covers_filters( cube: NodeRevision, dimensions: list[str], filters: list[str] | None, + metrics: list[str] | None = None, ) -> None: """ Ensure an explicitly pinned cube covers every filtered dimension. @@ -268,6 +312,13 @@ async def validate_pinned_cube_covers_filters( http_status_code=422, ) required_dims = set(dimensions) | set(required) # type: ignore[arg-type] + required_dims.update( + _semi_additive_dimensions_for_cube_metrics( + cube, + metrics or cube.cube_node_metrics, + dimensions, + ), + ) cube_dims = set(cube.cube_dimensions()) missing = required_dims - cube_dims if missing: @@ -640,13 +691,27 @@ def build_synthetic_grain_group( # (filter-only dimensions were added by add_dimensions_from_filters() in setup_build_context) dimension_aliases: dict[str, str] = {} - # Add all dimensions (requested + filter-only). We need all dimensions + output_dimensions = [ + dim for dim in ctx.dimensions if dim not in ctx.filter_dimensions + ] + internal_semi_additive_dimensions = missing_semi_additive_dimensions( + decomposed_metrics.values(), + output_dimensions, + ) + + # Add all dimensions (requested + filter-only + internal semi-additive + # protected dimensions). We need all dimensions # in the cube SELECT for proper filter resolution. # dim_short_names holds the alias (short name) used everywhere outside the CTE. # dim_physical_names holds the actual column name in the Druid table (may differ). dim_short_names = [] dim_physical_names = [] - for dim_ref in ctx.dimensions: + dimension_to_alias: dict[str, str] = {} + dimension_refs = list(ctx.dimensions) + for dim_ref in internal_semi_additive_dimensions: + if dim_ref not in dimension_refs: + dimension_refs.append(dim_ref) + for dim_ref in dimension_refs: parsed_dim = parse_dimension_ref(dim_ref) short_name = parsed_dim.column_name if parsed_dim.role: @@ -662,6 +727,7 @@ def build_synthetic_grain_group( # the WHERE is applied directly on the cube table, so we must reference # the physical column (e.g. common_DOT_..._DOT_dateint) not the alias. dimension_aliases[dim_ref] = physical_name + dimension_to_alias[dim_ref] = short_name grain_group_columns.append( ColumnMetadata( name=short_name, @@ -735,6 +801,18 @@ def build_synthetic_grain_group( if metric_node and not is_derived_metric(ctx, metric_node): base_metrics.append(metric_name) + semi_additive_dimension_aliases: dict[str, str] = {} + internal_semi_additive_dimension_set = set(internal_semi_additive_dimensions) + for comp in all_components: + if ( + comp.rule.semi_additive + and comp.rule.semi_additive.dimension + in internal_semi_additive_dimension_set + ): + semi_additive_dimension_aliases[comp.name] = dimension_to_alias[ + comp.rule.semi_additive.dimension + ] + # Create the synthetic GrainGroupSQL # Note: We use a placeholder parent_name since the cube combines multiple parents return GrainGroupSQL( @@ -745,6 +823,7 @@ def build_synthetic_grain_group( metrics=base_metrics, # Only base metrics, not derived parent_name=cube.name, # Use cube name as parent component_aliases=component_aliases, + semi_additive_dimension_aliases=semi_additive_dimension_aliases, is_merged=False, components=all_components, dialect=ctx.dialect, diff --git a/datajunction-server/datajunction_server/construction/build_v3/decomposition.py b/datajunction-server/datajunction_server/construction/build_v3/decomposition.py index 8a3c1b56f..7ee66c788 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/decomposition.py +++ b/datajunction-server/datajunction_server/construction/build_v3/decomposition.py @@ -9,6 +9,7 @@ from __future__ import annotations +from collections.abc import Iterable from typing import cast from sqlalchemy.ext.asyncio import AsyncSession @@ -26,6 +27,7 @@ from datajunction_server.sql.decompose import MetricComponentExtractor from datajunction_server.sql.parsing import ast from datajunction_server.sql.parsing.backends.antlr4 import parse +from datajunction_server.utils import SEPARATOR async def decompose_and_group_metrics( @@ -322,6 +324,74 @@ def get_native_grain(node: Node) -> list[str]: return pk_columns +def _dimension_ref_base(ref: str) -> str: + """Return a dimension ref without its role suffix.""" + return ref.split("[", 1)[0] + + +def _dimension_ref_role(ref: str) -> str | None: + """Return the role suffix for a dimension ref, if any.""" + if "[" not in ref: + return None + return ref.rsplit("[", 1)[1].rstrip("]") + + +def _dimension_ref_column(ref: str) -> str: + """Return the column part of a fully qualified or local dimension ref.""" + return _dimension_ref_base(ref).rsplit(SEPARATOR, 1)[-1] + + +def _semi_additive_dimension_requested( + protected_dimension: str, + requested_dimensions: list[str], +) -> bool: + """ + Whether the protected dimension is already in the requested output grain. + + Exact role-qualified requests count, as do role-stripped requests to the same + node column. Coarser dimensions on the same node do not count. + """ + protected_base = _dimension_ref_base(protected_dimension) + protected_role = _dimension_ref_role(protected_dimension) + protected_col = _dimension_ref_column(protected_dimension) + for requested in requested_dimensions: + requested_base = _dimension_ref_base(requested) + requested_role = _dimension_ref_role(requested) + if requested == protected_dimension: + return True + if requested_base == protected_base and ( + requested_role is None or protected_role is None + ): + return True + if requested == protected_col: + return True + return False + + +def missing_semi_additive_dimensions( + decomposed_metrics: Iterable[DecomposedMetricInfo], + requested_dimensions: list[str], +) -> list[str]: + """ + Protected dimensions needed as internal grain but absent from output grain. + """ + missing: list[str] = [] + for decomposed in decomposed_metrics: + for component in decomposed.components: + if not component.rule.semi_additive: + continue + dimension = component.rule.semi_additive.dimension + if ( + not _semi_additive_dimension_requested( + dimension, + requested_dimensions, + ) + and dimension not in missing + ): + missing.append(dimension) + return missing + + def analyze_grain_groups( metric_group: MetricGroup, requested_dimensions: list[str], @@ -341,7 +411,7 @@ def analyze_grain_groups( Args: metric_group: MetricGroup with decomposed metrics - requested_dimensions: Dimensions requested by user (column names only) + requested_dimensions: Dimension refs requested by the user Returns: List of GrainGroups, one per unique grain @@ -349,11 +419,15 @@ def analyze_grain_groups( parent_node = metric_group.parent_node # Group components by their effective grain - # Key: (aggregability, tuple of additional grain columns) + # Key: (aggregability, tuple of additional grain columns, tuple of internal dimensions) grain_buckets: dict[ - tuple[Aggregability, tuple[str, ...]], + tuple[Aggregability, tuple[str, ...], tuple[str, ...]], list[tuple[Node, MetricComponent]], ] = {} + semi_additive_component_dimensions: dict[ + tuple[Aggregability, tuple[str, ...], tuple[str, ...]], + dict[str, str], + ] = {} # Track non-decomposable metrics (those with no components) non_decomposable: list[DecomposedMetricInfo] = [] @@ -369,29 +443,50 @@ def analyze_grain_groups( agg_type = component.rule.type # Explicitly type the key to satisfy mypy - key: tuple[Aggregability, tuple[str, ...]] + key: tuple[Aggregability, tuple[str, ...], tuple[str, ...]] + semi_additive_dimension = ( + component.rule.semi_additive.dimension + if ( + component.rule.semi_additive + and not _semi_additive_dimension_requested( + component.rule.semi_additive.dimension, + requested_dimensions, + ) + ) + else None + ) + internal_dimensions = ( + (semi_additive_dimension,) if semi_additive_dimension else () + ) if agg_type == Aggregability.FULL: - # FULL: no additional grain columns needed - key = (Aggregability.FULL, ()) + # FULL: no additional grain columns needed, unless a semi-additive + # component must keep its protected dimension as internal grain. + key = (Aggregability.FULL, (), internal_dimensions) elif agg_type == Aggregability.LIMITED: # LIMITED: add level columns to grain level_cols = tuple(sorted(component.rule.level or [])) - key = (Aggregability.LIMITED, level_cols) + key = (Aggregability.LIMITED, level_cols, internal_dimensions) else: # NONE # NONE: use native grain (PK columns) native_grain = get_native_grain(parent_node) key = ( Aggregability.NONE, tuple(sorted(native_grain)), + internal_dimensions, ) # pragma: no cover if key not in grain_buckets: grain_buckets[key] = [] grain_buckets[key].append((decomposed.metric_node, component)) + if semi_additive_dimension: + semi_additive_component_dimensions.setdefault(key, {})[ + component.name + ] = semi_additive_dimension # Convert buckets to GrainGroup objects grain_groups = [] - for (agg_type, grain_cols), components in grain_buckets.items(): + for bucket_key, components in grain_buckets.items(): + agg_type, grain_cols, _internal_dimensions = bucket_key # Map each grain expression to its SQL alias. # LIMITED: alias comes from component.grain_alias (_make_component decides: # plain column maps to the bare name, complex expr maps to component.name). @@ -412,6 +507,10 @@ def analyze_grain_groups( grain_columns=list(grain_cols), components=components, grain_col_aliases=grain_col_aliases, + semi_additive_component_dimensions=semi_additive_component_dimensions.get( + bucket_key, + {}, + ), ), ) @@ -520,12 +619,16 @@ def _merge_parent_grain_groups(groups: list[GrainGroup]) -> GrainGroup: # Collect all components and track their original aggregabilities all_components: list[tuple[Node, MetricComponent]] = [] component_aggregabilities: dict[str, Aggregability] = {} + semi_additive_component_dimensions: dict[str, str] = {} for gg in groups: for metric_node, component in gg.components: all_components.append((metric_node, component)) # Track original aggregability for each component component_aggregabilities[component.name] = gg.aggregability + semi_additive_component_dimensions.update( + gg.semi_additive_component_dimensions, + ) # Carry over non-decomposable metrics from every contributing group. # Without this, merging a NONE group into a FULL/LIMITED neighbor @@ -559,5 +662,6 @@ def _merge_parent_grain_groups(groups: list[GrainGroup]) -> GrainGroup: is_merged=True, component_aggregabilities=component_aggregabilities, grain_col_aliases=merged_grain_col_aliases, + semi_additive_component_dimensions=semi_additive_component_dimensions, non_decomposable_metrics=all_non_decomposable, ) diff --git a/datajunction-server/datajunction_server/construction/build_v3/loaders.py b/datajunction-server/datajunction_server/construction/build_v3/loaders.py index 934bf069b..acd303fe4 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/loaders.py +++ b/datajunction-server/datajunction_server/construction/build_v3/loaders.py @@ -87,6 +87,7 @@ async def batch_load_nodes_with_dependencies( NodeRevision.name, NodeRevision.query, NodeRevision.schema_, + NodeRevision.semi_additive, NodeRevision.table, ), # NOTE: don't noload Column.attributes — Columns are identity- diff --git a/datajunction-server/datajunction_server/construction/build_v3/measures.py b/datajunction-server/datajunction_server/construction/build_v3/measures.py index f6912654c..a713c630b 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/measures.py +++ b/datajunction-server/datajunction_server/construction/build_v3/measures.py @@ -1078,6 +1078,8 @@ def build_select_ast( grain_columns: list[str] | None = None, grain_col_aliases: dict[str, str] | None = None, grain_col_specs: list[tuple[ast.Expression, str]] | None = None, + output_dimension_refs: set[str] | None = None, + internal_dimension_aliases: dict[str, str] | None = None, filters: list[str] | None = None, skip_aggregation: bool = False, ) -> tuple[ast.Query, list[str]]: @@ -1096,6 +1098,9 @@ def build_select_ast( the SQL alias to use in the generated SELECT. When provided, the alias is taken from this dict (keyed by the raw expression string from ``rule.level``). + output_dimension_refs: Optional set of dimension refs to expose as user-facing + dimensions. Other resolved dimensions are join/group-only. + internal_dimension_aliases: Dimension refs to project as private grain columns. filters: Optional list of filter strings to apply as WHERE clause. Filter strings can reference dimensions (e.g., "v3.product.category = 'Electronics'") or local columns (e.g., "status = 'active'"). @@ -1119,16 +1124,29 @@ def build_select_ast( spark_hints = _collect_spark_hints(resolved_dimensions, dim_aliases) # Add dimension columns to projection - # Filter-only dimensions are excluded from projection but included in GROUP BY + # Filter-only dimensions are excluded from projection but included in GROUP BY. + # Internal dimensions are projected under private aliases so the metrics layer + # can collapse semi-additive measures without exposing those dimensions. + internal_dimension_aliases = internal_dimension_aliases or {} for resolved_dim in resolved_dimensions: clean_alias = ctx.alias_registry.register(resolved_dim.original_ref) if resolved_dim.original_ref in ctx.filter_dimensions: continue + if ( + output_dimension_refs is not None + and resolved_dim.original_ref not in output_dimension_refs + and resolved_dim.original_ref not in internal_dimension_aliases + ): + continue + output_alias = internal_dimension_aliases.get( + resolved_dim.original_ref, + clean_alias, + ) col_expr = build_dimension_col_expr( resolved_dim, main_alias, dim_aliases, - clean_alias, + output_alias, ctx=ctx, resolved_dimensions=resolved_dimensions, parent_node_name=parent_node.name, @@ -1960,6 +1978,7 @@ def build_grain_group_sql( grain_group: GrainGroup, resolved_dimensions: list[ResolvedDimension], components_per_metric: dict[str, int], + output_dimension_refs: set[str] | None = None, ) -> GrainGroupSQL: """ Build SQL for a single grain group. @@ -1979,7 +1998,11 @@ def build_grain_group_sql( parent_node = grain_group.parent_node # Check for matching pre-aggregation - if ctx.use_materialized and ctx.available_preaggs: + if ( + ctx.use_materialized + and ctx.available_preaggs + and not grain_group.semi_additive_component_dimensions + ): match = find_matching_preagg( ctx, parent_node, @@ -2012,6 +2035,21 @@ def build_grain_group_sql( # Track mapping from component name to actual SQL alias # This is needed for metrics SQL to correctly reference component columns component_aliases: dict[str, str] = {} + semi_additive_dimension_aliases: dict[str, str] = {} + internal_dimension_aliases: dict[str, str] = {} + + if output_dimension_refs: + for resolved_dim in resolved_dimensions: + if resolved_dim.original_ref in output_dimension_refs: + ctx.alias_registry.register(resolved_dim.original_ref) + + for ( + component_name, + dimension_ref, + ) in grain_group.semi_additive_component_dimensions.items(): + dimension_alias = ctx.alias_registry.register(dimension_ref) + semi_additive_dimension_aliases[component_name] = dimension_alias + internal_dimension_aliases[dimension_ref] = dimension_alias for metric_node, component in grain_group.components: metrics_covered.add(metric_node.name) @@ -2180,6 +2218,8 @@ def build_grain_group_sql( resolved_dimensions=effective_resolved_dimensions, parent_node=parent_node, grain_columns=pass_through_columns, + output_dimension_refs=output_dimension_refs, + internal_dimension_aliases=internal_dimension_aliases, filters=ctx.dimension_filters, # Use dimension_filters only (not metric_filters) skip_aggregation=True, # Don't add GROUP BY ) @@ -2203,6 +2243,8 @@ def build_grain_group_sql( grain_columns=effective_grain_columns, grain_col_aliases=grain_group.grain_col_aliases or None, grain_col_specs=grain_col_specs, # already parsed above + output_dimension_refs=output_dimension_refs, + internal_dimension_aliases=internal_dimension_aliases, filters=ctx.dimension_filters, # Use dimension_filters only (not metric_filters) skip_aggregation=skip_agg, ) @@ -2211,7 +2253,12 @@ def build_grain_group_sql( columns_metadata = [] # Add dimension columns (skip filter-only dimensions as they're not in projection) + effective_output_dimension_refs = output_dimension_refs or { + resolved_dim.original_ref for resolved_dim in resolved_dimensions + } for resolved_dim in resolved_dimensions: + if resolved_dim.original_ref not in effective_output_dimension_refs: + continue # Skip filter-only dimensions from column metadata if resolved_dim.original_ref in ctx.filter_dimensions: continue @@ -2268,6 +2315,30 @@ def build_grain_group_sql( ), ) + for dimension_ref, dimension_alias in internal_dimension_aliases.items(): + internal_resolved_dim = next( + (dim for dim in resolved_dimensions if dim.original_ref == dimension_ref), + None, + ) + if not internal_resolved_dim: + continue # pragma: no cover + dim_node = ctx.nodes.get(internal_resolved_dim.node_name) + col_type = ( + get_column_type(parent_node, internal_resolved_dim.column_name) + if internal_resolved_dim.is_local + else get_column_type(dim_node, internal_resolved_dim.column_name) + if dim_node + else "string" + ) + columns_metadata.append( + ColumnMetadata( + name=dimension_alias, + semantic_name=dimension_ref, + type=col_type, + semantic_type="dimension", + ), + ) + # Add metric component columns # All decomposed metrics are now treated as components - no special case for single-component for comp_alias, component, metric_node in component_metadata: @@ -2313,6 +2384,8 @@ def build_grain_group_sql( if grain_group.aggregability != Aggregability.NONE: # FULL/LIMITED: dimensions are part of the grain for resolved_dim in resolved_dimensions: + if resolved_dim.original_ref not in effective_output_dimension_refs: + continue # Skip filter-only dimensions from grain if resolved_dim.original_ref in ctx.filter_dimensions: continue @@ -2327,6 +2400,9 @@ def build_grain_group_sql( for gc_alias in effective_grain_aliases: if gc_alias not in full_grain: # pragma: no branch full_grain.append(gc_alias) + for dimension_alias in internal_dimension_aliases.values(): + if dimension_alias not in full_grain: + full_grain.append(dimension_alias) # Sort for deterministic output full_grain.sort() @@ -2339,6 +2415,7 @@ def build_grain_group_sql( metrics=list(metrics_covered), parent_name=grain_group.parent_node.name, component_aliases=component_aliases, + semi_additive_dimension_aliases=semi_additive_dimension_aliases, is_merged=grain_group.is_merged, component_aggregabilities=grain_group.component_aggregabilities, components=unique_components, @@ -2375,18 +2452,15 @@ def process_metric_group( components_per_metric[decomposed.metric_node.name] = len(decomposed.components) # Analyze grain groups - split by aggregability - # Extract just the column names from dimensions for grain analysis - dim_column_names = [parse_dimension_ref(d).column_name for d in ctx.dimensions] - grain_groups = analyze_grain_groups(metric_group, dim_column_names) + output_dimensions = list(ctx.dimensions) + output_dimension_refs = set(output_dimensions) + grain_groups = analyze_grain_groups(metric_group, output_dimensions) # Merge compatible grain groups from same parent into single CTEs # This optimization reduces duplicate JOINs by outputting raw values # at finest grain, with aggregations applied in final SELECT grain_groups = merge_grain_groups(grain_groups) - # Resolve dimensions (find join paths) - shared across grain groups - resolved_dimensions = resolve_dimensions(ctx, parent_node) - # Build SQL for each grain group. Fan-out risk is flagged inside # build_grain_group_sql, where the full set of emitted join paths is known. grain_group_sqls: list[GrainGroupSQL] = [] @@ -2394,13 +2468,26 @@ def process_metric_group( # Reset alias registry for each grain group to avoid conflicts ctx.alias_registry = AliasRegistry() ctx._table_alias_counter = 0 - - grain_group_sql = build_grain_group_sql( - ctx, - grain_group, - resolved_dimensions, - components_per_metric, - ) + original_dimensions = ctx.dimensions + internal_dimensions = [ + dimension_ref + for dimension_ref in dict.fromkeys( + grain_group.semi_additive_component_dimensions.values(), + ) + if dimension_ref not in output_dimension_refs + ] + ctx.dimensions = output_dimensions + internal_dimensions + try: + resolved_dimensions = resolve_dimensions(ctx, parent_node) + grain_group_sql = build_grain_group_sql( + ctx, + grain_group, + resolved_dimensions, + components_per_metric, + output_dimension_refs=output_dimension_refs, + ) + finally: + ctx.dimensions = original_dimensions grain_group_sqls.append(grain_group_sql) return grain_group_sqls diff --git a/datajunction-server/datajunction_server/construction/build_v3/metrics.py b/datajunction-server/datajunction_server/construction/build_v3/metrics.py index fb8cb3b28..c04af1439 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/metrics.py +++ b/datajunction-server/datajunction_server/construction/build_v3/metrics.py @@ -50,13 +50,46 @@ ) from datajunction_server.errors import DJInvalidInputException from datajunction_server.models.decompose import Aggregability +from datajunction_server.models.dialect import Dialect from datajunction_server.models.node_type import NodeType +from datajunction_server.models.semiadditive import SemiAdditiveCollapseFunction from datajunction_server.sql.decompose import wrap_divisions_in_nullif from datajunction_server.sql.parsing import ast logger = logging.getLogger(__name__) +def _build_semi_additive_collapse_expression( + collapse_function: SemiAdditiveCollapseFunction, + dialect: Dialect, + value_ref: ast.Expression, + protected_dim_ref: ast.Expression, +) -> ast.Function: + """ + Build the final aggregation for a semi-additive metric collapse. + """ + if collapse_function == SemiAdditiveCollapseFunction.LAST_VALUE: + function_name = "LATEST_BY" if dialect == Dialect.DRUID else "MAX_BY" + return ast.Function( + ast.Name(function_name), + args=[value_ref, protected_dim_ref], + ) + if collapse_function == SemiAdditiveCollapseFunction.FIRST_VALUE: + function_name = "EARLIEST_BY" if dialect == Dialect.DRUID else "MIN_BY" + return ast.Function( + ast.Name(function_name), + args=[value_ref, protected_dim_ref], + ) + if collapse_function == SemiAdditiveCollapseFunction.MIN: + return ast.Function(ast.Name("MIN"), args=[value_ref]) + if collapse_function == SemiAdditiveCollapseFunction.MAX: + return ast.Function(ast.Name("MAX"), args=[value_ref]) + + raise DJInvalidInputException( + f"Unsupported semi-additive collapse function: {collapse_function}", + ) + + def classify_filters( filters: list[str], ctx: BuildContext, @@ -207,6 +240,20 @@ def get_comp_aggregability(comp_name: str) -> Aggregability: comp = decomposed.components[0] orig_agg = get_comp_aggregability(comp.name) + if comp.rule.semi_additive and comp.name in gg.semi_additive_dimension_aliases: + _, col_name = comp_mappings[comp.name] + value_ref = make_column_ref(col_name, cte_alias) + protected_dim_ref = make_column_ref( + gg.semi_additive_dimension_aliases[comp.name], + cte_alias, + ) + return _build_semi_additive_collapse_expression( + comp.rule.semi_additive.function, + gg.dialect, + value_ref, + protected_dim_ref, + ) + if orig_agg == Aggregability.LIMITED: _, col_name = comp_mappings[comp.name] col_ref = make_column_ref(col_name, cte_alias) @@ -1735,6 +1782,15 @@ def generate_metrics_sql( # Window grain groups were created by build_window_metric_grain_groups() in measures phase base_grain_groups = [gg for gg in grain_groups if not gg.is_window_grain_group] window_grain_groups = [gg for gg in grain_groups if gg.is_window_grain_group] + if len(base_grain_groups) > 1 and any( + gg.semi_additive_dimension_aliases for gg in base_grain_groups + ): + parent_names = sorted({gg.parent_name for gg in base_grain_groups}) + raise DJInvalidInputException( + "Semi-additive live SQL with multiple base grain groups is not " + "supported yet because the protected dimension can fan out other " + f"grain groups before final aggregation. Parents: {parent_names}.", + ) # Pre-detect whether there will be a base_metrics CTE (any window function metrics). # When a base_metrics CTE is built, it uses GROUP BY + COUNT(DISTINCT ...) which diff --git a/datajunction-server/datajunction_server/construction/build_v3/types.py b/datajunction-server/datajunction_server/construction/build_v3/types.py index faac2e34c..6a0320336 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/types.py +++ b/datajunction-server/datajunction_server/construction/build_v3/types.py @@ -316,6 +316,10 @@ class GrainGroupSQL: # Used by metrics SQL to correctly reference component columns component_aliases: dict[str, str] = field(default_factory=dict) + # Active semi-additive components that need collapse in the metrics layer. + # Maps component.name -> protected dimension column alias emitted by this CTE. + semi_additive_dimension_aliases: dict[str, str] = field(default_factory=dict) + # Merge tracking: when True, aggregations happen in final SELECT, not in CTE is_merged: bool = False @@ -743,6 +747,10 @@ class GrainGroup: # between decompose.py component identifiers and measures.py SQL aliases. grain_col_aliases: dict[str, str] = field(default_factory=dict) + # Active semi-additive components that require an internal protected dimension + # in this grain group. Maps component.name -> protected dimension ref. + semi_additive_component_dimensions: dict[str, str] = field(default_factory=dict) + # Non-decomposable metrics that couldn't be broken into components # These need their raw metric expression applied in the final SELECT non_decomposable_metrics: list[DecomposedMetricInfo] = field(default_factory=list) diff --git a/datajunction-server/datajunction_server/internal/sql.py b/datajunction-server/datajunction_server/internal/sql.py index 26689d09e..97644851e 100644 --- a/datajunction-server/datajunction_server/internal/sql.py +++ b/datajunction-server/datajunction_server/internal/sql.py @@ -242,6 +242,7 @@ async def generate_metrics_sql( matched_cube, dimensions, merged_filters, + metrics, ) # Auto-resolve dialect if not explicitly provided. diff --git a/datajunction-server/tests/construction/build_v3/metrics_sql_test.py b/datajunction-server/tests/construction/build_v3/metrics_sql_test.py index 697457e2d..4ede564f8 100644 --- a/datajunction-server/tests/construction/build_v3/metrics_sql_test.py +++ b/datajunction-server/tests/construction/build_v3/metrics_sql_test.py @@ -1,3 +1,5 @@ +import time + import pytest from . import assert_sql_equal @@ -99,6 +101,345 @@ async def test_simple_single_metric(self, client_with_build_v3): }, ] + @staticmethod + async def _create_daily_balance_metric(client_with_build_v3): + response = await client_with_build_v3.post( + "/nodes/metric/", + json={ + "name": "v3.daily_balance", + "description": "Semi-additive balance measured by order date", + "query": "SELECT SUM(line_total) FROM v3.order_details", + "mode": "published", + "semi_additive": { + "dimension": "v3.date.date_id[order]", + "function": "last_value", + }, + }, + ) + assert response.status_code in (200, 201), response.json() + + @staticmethod + async def _create_first_daily_balance_metric(client_with_build_v3): + response = await client_with_build_v3.post( + "/nodes/metric/", + json={ + "name": "v3.first_daily_balance", + "description": "Semi-additive balance measured by first order date", + "query": "SELECT SUM(line_total) FROM v3.order_details", + "mode": "published", + "semi_additive": { + "dimension": "v3.date.date_id[order]", + "function": "first_value", + }, + }, + ) + assert response.status_code in (200, 201), response.json() + + @pytest.mark.asyncio + async def test_semi_additive_collapses_when_protected_dimension_omitted( + self, + client_with_build_v3, + ): + """A semi-additive metric keeps its protected dimension as private grain.""" + await self._create_daily_balance_metric(client_with_build_v3) + + response = await client_with_build_v3.get( + "/sql/metrics/v3/", + params={ + "metrics": ["v3.daily_balance"], + "dimensions": ["v3.product.category"], + "use_materialized": "false", + }, + ) + assert response.status_code == 200, response.json() + + assert_sql_equal( + response.json()["sql"], + """ + WITH + v3_order_details AS ( + SELECT o.order_date, oi.product_id, oi.quantity * oi.unit_price AS line_total + FROM default.v3.orders o + JOIN default.v3.order_items oi ON o.order_id = oi.order_id + ), + v3_product AS ( + SELECT product_id, category + FROM default.v3.products + ), + order_details_0 AS ( + SELECT t2.category, + t1.order_date AS date_id_order, + SUM(t1.line_total) AS line_total_sum_e1f61696 + FROM v3_order_details t1 + LEFT OUTER JOIN v3_product t2 ON t1.product_id = t2.product_id + GROUP BY t2.category, t1.order_date + ) + SELECT order_details_0.category AS category, + MAX_BY( + order_details_0.line_total_sum_e1f61696, + order_details_0.date_id_order + ) AS daily_balance + FROM order_details_0 + GROUP BY order_details_0.category + """, + ) + assert response.json()["columns"] == [ + { + "name": "category", + "type": "string", + "semantic_entity": "v3.product.category", + "semantic_type": "dimension", + }, + { + "name": "daily_balance", + "type": "double", + "semantic_entity": "v3.daily_balance", + "semantic_type": "metric", + }, + ] + + @pytest.mark.asyncio + async def test_semi_additive_druid_uses_latest_by_for_last_value( + self, + client_with_build_v3, + ): + """Druid live SQL uses Druid-native collapse functions.""" + await self._create_daily_balance_metric(client_with_build_v3) + + response = await client_with_build_v3.get( + "/sql/metrics/v3/", + params={ + "metrics": ["v3.daily_balance"], + "dimensions": ["v3.product.category"], + "dialect": "druid", + "use_materialized": "false", + }, + ) + assert response.status_code == 200, response.json() + assert response.json()["dialect"] == "druid" + + assert_sql_equal( + response.json()["sql"], + """ + WITH + v3_order_details AS ( + SELECT o.order_date, oi.product_id, oi.quantity * oi.unit_price AS line_total + FROM default.v3.orders o + JOIN default.v3.order_items oi ON o.order_id = oi.order_id + ), + v3_product AS ( + SELECT product_id, category + FROM default.v3.products + ), + order_details_0 AS ( + SELECT t2.category, + t1.order_date AS date_id_order, + SUM(t1.line_total) AS line_total_sum_e1f61696 + FROM v3_order_details t1 + LEFT OUTER JOIN v3_product t2 ON t1.product_id = t2.product_id + GROUP BY t2.category, t1.order_date + ) + SELECT order_details_0.category AS category, + LATEST_BY( + order_details_0.line_total_sum_e1f61696, + order_details_0.date_id_order + ) AS daily_balance + FROM order_details_0 + GROUP BY order_details_0.category + """, + ) + assert "MAX_BY" not in response.json()["sql"] + assert "ARG_MAX" not in response.json()["sql"] + + @pytest.mark.asyncio + async def test_semi_additive_auto_routed_druid_uses_latest_by( + self, + client_with_build_v3, + ): + """Auto-routed Druid cube SQL uses Druid-native collapse functions.""" + await self._create_daily_balance_metric(client_with_build_v3) + + response = await client_with_build_v3.post( + "/nodes/cube/", + json={ + "name": "v3.daily_balance_category_cube", + "metrics": ["v3.daily_balance"], + "dimensions": ["v3.product.category"], + "mode": "published", + "description": "Category-only decoy cube", + }, + ) + assert response.status_code == 201, response.json() + + response = await client_with_build_v3.post( + "/data/v3.daily_balance_category_cube/availability/", + json={ + "catalog": "default", + "schema_": "analytics", + "table": "daily_balance_category_cube", + "valid_through_ts": int(time.time() * 1000), + }, + ) + assert response.status_code == 200, response.json() + + response = await client_with_build_v3.post( + "/nodes/cube/", + json={ + "name": "v3.daily_balance_cube", + "metrics": ["v3.daily_balance"], + "dimensions": [ + "v3.product.category", + "v3.date.date_id[order]", + ], + "mode": "published", + "description": "Daily balance cube at protected grain", + }, + ) + assert response.status_code == 201, response.json() + + response = await client_with_build_v3.post( + "/data/v3.daily_balance_cube/availability/", + json={ + "catalog": "default", + "schema_": "analytics", + "table": "daily_balance_cube", + "valid_through_ts": int(time.time() * 1000), + }, + ) + assert response.status_code == 200, response.json() + + response = await client_with_build_v3.get( + "/sql/metrics/v3/", + params={ + "metrics": ["v3.daily_balance"], + "dimensions": ["v3.product.category"], + }, + ) + assert response.status_code == 200, response.json() + assert response.json()["dialect"] == "druid" + + sql = response.json()["sql"] + assert "FROM daily_balance_cube" in sql + assert "daily_balance_category_cube" not in sql + assert "LATEST_BY(" in sql + assert "date_id_order" in sql + assert "MAX_BY" not in sql + assert "ARG_MAX" not in sql + + @pytest.mark.asyncio + async def test_semi_additive_druid_uses_earliest_by_for_first_value( + self, + client_with_build_v3, + ): + """Druid first-value collapse renders as EARLIEST_BY.""" + await self._create_first_daily_balance_metric(client_with_build_v3) + + response = await client_with_build_v3.get( + "/sql/metrics/v3/", + params={ + "metrics": ["v3.first_daily_balance"], + "dimensions": ["v3.product.category"], + "dialect": "druid", + "use_materialized": "false", + }, + ) + assert response.status_code == 200, response.json() + + sql = response.json()["sql"] + assert "EARLIEST_BY(" in sql + assert "MIN_BY" not in sql + assert "ARG_MIN" not in sql + + @pytest.mark.asyncio + async def test_semi_additive_uses_normal_aggregation_when_protected_dimension_requested( + self, + client_with_build_v3, + ): + """Requesting the protected dimension means there is nothing to collapse.""" + await self._create_daily_balance_metric(client_with_build_v3) + + response = await client_with_build_v3.get( + "/sql/metrics/v3/", + params={ + "metrics": ["v3.daily_balance"], + "dimensions": ["v3.date.date_id[order]"], + "use_materialized": "false", + }, + ) + assert response.status_code == 200, response.json() + + assert_sql_equal( + response.json()["sql"], + """ + WITH + v3_order_details AS ( + SELECT o.order_date, oi.quantity * oi.unit_price AS line_total + FROM default.v3.orders o + JOIN default.v3.order_items oi ON o.order_id = oi.order_id + ), + order_details_0 AS ( + SELECT t1.order_date AS date_id_order, + SUM(t1.line_total) AS line_total_sum_e1f61696 + FROM v3_order_details t1 + GROUP BY t1.order_date + ) + SELECT order_details_0.date_id_order AS date_id_order, + SUM(order_details_0.line_total_sum_e1f61696) AS daily_balance + FROM order_details_0 + GROUP BY order_details_0.date_id_order + """, + ) + assert "MAX_BY" not in response.json()["sql"] + + @pytest.mark.asyncio + async def test_semi_additive_collapses_with_coarser_time_dimension( + self, + client_with_build_v3, + ): + """Coarser time output still collapses across the protected date grain.""" + await self._create_daily_balance_metric(client_with_build_v3) + + response = await client_with_build_v3.get( + "/sql/metrics/v3/", + params={ + "metrics": ["v3.daily_balance"], + "dimensions": ["v3.date.month[order]"], + "use_materialized": "false", + }, + ) + assert response.status_code == 200, response.json() + + assert_sql_equal( + response.json()["sql"], + """ + WITH + v3_date AS ( + SELECT date_id, month + FROM default.v3.dates + ), + v3_order_details AS ( + SELECT o.order_date, oi.quantity * oi.unit_price AS line_total + FROM default.v3.orders o + JOIN default.v3.order_items oi ON o.order_id = oi.order_id + ), + order_details_0 AS ( + SELECT t2.month AS month_order, + COALESCE(t1.order_date, t2.date_id) AS date_id_order, + SUM(t1.line_total) AS line_total_sum_e1f61696 + FROM v3_order_details t1 + LEFT OUTER JOIN v3_date t2 ON t1.order_date = t2.date_id + GROUP BY t2.month, COALESCE(t1.order_date, t2.date_id) + ) + SELECT order_details_0.month_order AS month_order, + MAX_BY( + order_details_0.line_total_sum_e1f61696, + order_details_0.date_id_order + ) AS daily_balance + FROM order_details_0 + GROUP BY order_details_0.month_order + """, + ) + @pytest.mark.asyncio async def test_multiple_metrics_same_grain(self, client_with_build_v3): """ From 6b37ea6104f6ebca8620bf959ca7c6b6cdf492ac Mon Sep 17 00:00:00 2001 From: Beto Dealmeida Date: Tue, 25 Aug 2026 13:56:18 -0400 Subject: [PATCH 04/27] Support semi-additive derived metrics --- .../construction/build_v3/measures.py | 34 ++- .../construction/build_v3/metrics.py | 250 ++++++++++++------ .../construction/build_v3/metrics_sql_test.py | 240 ++++++++++++++++- 3 files changed, 429 insertions(+), 95 deletions(-) diff --git a/datajunction-server/datajunction_server/construction/build_v3/measures.py b/datajunction-server/datajunction_server/construction/build_v3/measures.py index a713c630b..dc1b6bc96 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/measures.py +++ b/datajunction-server/datajunction_server/construction/build_v3/measures.py @@ -2601,6 +2601,33 @@ def find_parent_for_window_metric( else: return None, base_metrics # pragma: no cover + def find_base_metrics_for_window_parent( + metric_name: str, + visited: set[str], + ) -> set[str]: + """ + Recursively find grain-group metrics needed to compute a window parent. + + Window expressions may reference a derived metric directly, but the + window grain group still needs the underlying base metric components. + """ + if metric_name in visited: + return set() # pragma: no cover + visited.add(metric_name) + + for gg in existing_grain_groups: + if metric_name in gg.metrics: + return {metric_name} + + grain_group_metrics: set[str] = set() + for parent_name in ctx.parent_map.get(metric_name, []): + parent_node = ctx.nodes.get(parent_name) + if parent_node and parent_node.type.value == "metric": # pragma: no branch + grain_group_metrics.update( + find_base_metrics_for_window_parent(parent_name, visited), + ) + return grain_group_metrics + # Group window metrics by (ORDER BY grain, parent fact) # This ensures window metrics from different facts are processed separately # Key: (frozenset of grain cols, parent_name or "cross_fact") @@ -2612,13 +2639,18 @@ def find_parent_for_window_metric( parent_name, base_metrics = find_parent_for_window_metric(metric_name) # Use "cross_fact" as a marker for cross-fact window metrics parent_key = parent_name if parent_name else "cross_fact" + component_metrics = set() + for base_metric in base_metrics: + component_metrics.update( + find_base_metrics_for_window_parent(base_metric, set()), + ) group_key = (grain_key, parent_key) if group_key not in grain_parent_to_metrics: grain_parent_to_metrics[group_key] = [] grain_parent_to_base_metrics[group_key] = set() grain_parent_to_metrics[group_key].append(metric_name) - grain_parent_to_base_metrics[group_key].update(base_metrics) + grain_parent_to_base_metrics[group_key].update(component_metrics) additional_grain_groups: list[GrainGroupSQL] = [] diff --git a/datajunction-server/datajunction_server/construction/build_v3/metrics.py b/datajunction-server/datajunction_server/construction/build_v3/metrics.py index c04af1439..984062903 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/metrics.py +++ b/datajunction-server/datajunction_server/construction/build_v3/metrics.py @@ -55,6 +55,7 @@ from datajunction_server.models.semiadditive import SemiAdditiveCollapseFunction from datajunction_server.sql.decompose import wrap_divisions_in_nullif from datajunction_server.sql.parsing import ast +from datajunction_server.sql.parsing.backends.antlr4 import parse logger = logging.getLogger(__name__) @@ -90,6 +91,63 @@ def _build_semi_additive_collapse_expression( ) +def _dimension_ref_base(ref: str) -> str: + """Return a dimension ref without its role suffix.""" + return ref.split("[", 1)[0] + + +def _source_dimension_alias(ctx: BuildContext, dimension_ref: str) -> str | None: + """ + Return the registered source column alias for a dimension ref. + """ + return ctx.alias_registry.get_alias(dimension_ref) or ctx.alias_registry.get_alias( + _dimension_ref_base(dimension_ref), + ) + + +def _metric_refs_from_query(ctx: BuildContext, metric_name: str) -> set[str]: + """ + Return metric refs used by a metric's query expression. + """ + metric_node = ctx.nodes.get(metric_name) + if not metric_node: + return set() # pragma: no cover + + if not metric_node.current or not metric_node.current.query: + return set() # pragma: no cover + + query = parse(metric_node.current.query) + refs: set[str] = set() + for col in query.select.projection[0].find_all(ast.Column): + full_name = get_column_full_name(col) + if not full_name and hasattr(col, "identifier"): + full_name = col.identifier() + node = ctx.nodes.get(full_name) if full_name else None + if node and node.type == NodeType.METRIC: + refs.add(full_name) + return refs + + +def _metric_parent_refs(ctx: BuildContext, metric_name: str) -> list[str]: + """ + Return metric parents for a metric, using the parsed query as a fallback. + """ + refs: list[str] = [] + seen: set[str] = set() + for parent_name in ctx.parent_map.get(metric_name, []): + parent_node = ctx.nodes.get(parent_name) + if parent_node and parent_node.type == NodeType.METRIC: + refs.append(parent_name) + seen.add(parent_name) + + for parent_name in sorted(_metric_refs_from_query(ctx, metric_name)): + if parent_name not in seen: + refs.append(parent_name) + seen.add(parent_name) + + return refs + + def classify_filters( filters: list[str], ctx: BuildContext, @@ -1277,11 +1335,7 @@ def build_window_agg_cte_from_grain_group( # Find the base metrics that the window metrics reference base_metrics_needed: set[str] = set() for window_metric_name in window_grain_group.window_metrics_served: - parent_names = ctx.parent_map.get(window_metric_name, []) - for parent_name in parent_names: - parent_node = ctx.nodes.get(parent_name) - if parent_node and parent_node.type == NodeType.METRIC: # pragma: no branch - base_metrics_needed.add(parent_name) + base_metrics_needed.update(_metric_parent_refs(ctx, window_metric_name)) def is_derived_metric(metric_name: str) -> bool: """Check if a metric is derived (has metric parents, no direct components).""" @@ -1289,11 +1343,8 @@ def is_derived_metric(metric_name: str) -> bool: if not decomposed or not isinstance(decomposed, DecomposedMetricInfo): return False # pragma: no cover # Derived metrics have parent metrics but no direct components in grain groups - parent_metrics = ctx.parent_map.get(metric_name, []) - has_metric_parents = any( - ctx.nodes.get(p) and ctx.nodes.get(p).type == NodeType.METRIC # type: ignore - for p in parent_metrics - ) + parent_metrics = _metric_parent_refs(ctx, metric_name) + has_metric_parents = bool(parent_metrics) return has_metric_parents and not decomposed.components def get_metric_aggregation_expr( @@ -1331,7 +1382,7 @@ def get_metric_aggregation_expr( # Try to find matching metric parent_metric_name = None - for parent_name in ctx.parent_map.get(metric_name, []): + for parent_name in _metric_parent_refs(ctx, metric_name): parent_short = get_short_name(parent_name) if parent_short == short_col_name or col_name.endswith(parent_name): parent_metric_name = parent_name @@ -1347,21 +1398,11 @@ def get_metric_aggregation_expr( # Swap the column node with the parent's expression col_node.swap(parent_expr) else: - # Base metric: replace component references with CTE column refs - # Use base_grain_group's component_aliases since that's the source CTE - for col_node in combiner_ast.find_all(ast.Column): - col_full_name = ( - col_node.identifier() if hasattr(col_node, "identifier") else "" - ) - # Check if this matches a component alias - for ( - comp_name, - comp_alias, - ) in base_grain_group.component_aliases.items(): # pragma: no branch - if col_full_name == comp_name or col_full_name.endswith(comp_alias): - col_node.name = ast.Name(comp_alias) - col_node._table = ast.Table(ast.Name(source_cte_alias)) - break + combiner_ast, _ = build_base_metric_expression( + decomposed, + source_cte_alias, + base_grain_group, + ) return combiner_ast @@ -1373,13 +1414,13 @@ def get_metric_aggregation_expr( # Get aggregation expression (handles both base and derived metrics) combiner_ast = get_metric_aggregation_expr(base_metric_name, set()) - if not combiner_ast: + if combiner_ast is None: continue # pragma: no cover short_name = get_short_name(base_metric_name) - aliased = combiner_ast.set_alias(ast.Name(short_name)) # type: ignore - aliased.set_as(True) - projection.append(aliased) + metric_alias = ast.Alias(child=combiner_ast, alias=ast.Name(short_name)) + metric_alias.set_as(True) + projection.append(metric_alias) # Build FROM clause from_clause = ast.From( @@ -1441,62 +1482,107 @@ def build_window_agg_cte_from_base_metrics( # Find the base metrics that the window metrics reference base_metrics_needed: set[str] = set() for window_metric_name in window_grain_group.window_metrics_served: - parent_names = ctx.parent_map.get(window_metric_name, []) - for parent_name in parent_names: - parent_node = ctx.nodes.get(parent_name) - if parent_node and parent_node.type == NodeType.METRIC: # pragma: no branch - base_metrics_needed.add(parent_name) - - # Build reaggregation expressions for each base metric - # Since we're selecting from base_metrics, we reference the metric columns directly + base_metrics_needed.update(_metric_parent_refs(ctx, window_metric_name)) + + window_dimension_aliases = { + col.name + for col in window_grain_group.columns + if col.semantic_type == "dimension" + } + + def build_base_metric_reaggregation_expr( + metric_name: str, + decomposed: DecomposedMetricInfo, + ) -> ast.Expression: + """ + Build a reaggregation expression for a base metric from base_metrics. + """ + short_name = get_short_name(metric_name) + metric_ref = make_column_ref(short_name, base_metrics_cte_alias) + + if len(decomposed.components) == 1: + comp = decomposed.components[0] + if comp.rule.semi_additive: + protected_dim_alias = _source_dimension_alias( + ctx, + comp.rule.semi_additive.dimension, + ) + if ( + protected_dim_alias + and protected_dim_alias not in window_dimension_aliases + ): + return _build_semi_additive_collapse_expression( + comp.rule.semi_additive.function, + ctx.dialect, + metric_ref, + make_column_ref(protected_dim_alias, base_metrics_cte_alias), + ) + + if decomposed.aggregability == Aggregability.NONE: # pragma: no cover + # NONE: non-additive (like AVG), need to recompute. + # For AVG, we need the raw sum and count, but those are in components. + # For now, just use the column directly (window function will handle it). + return metric_ref + + # base_metrics exposes metric columns, not raw component/grain columns. + # Reaggregate leaf metrics from those projected metric values. + return ast.Function(ast.Name("SUM"), args=[metric_ref]) + + def build_metric_reaggregation_expr( + metric_name: str, + visited: set[str], + ) -> ast.Expression | None: + """ + Build a reaggregation expression for base or derived metrics. + """ + if metric_name in visited: + return None # pragma: no cover + visited.add(metric_name) + + parent_refs = _metric_parent_refs(ctx, metric_name) + if not parent_refs: + decomposed = decomposed_metrics.get(metric_name) + if not decomposed: + return None # pragma: no cover + return build_base_metric_reaggregation_expr(metric_name, decomposed) + + metric_node = ctx.nodes.get(metric_name) + if not metric_node: + return None # pragma: no cover + if not metric_node.current or not metric_node.current.query: + return None # pragma: no cover + original_query = parse(metric_node.current.query) + expr_ast = deepcopy(original_query.select.projection[0]) + if isinstance(expr_ast, ast.Alias): + expr_ast = expr_ast.child # pragma: no cover + + for col_node in list(expr_ast.find_all(ast.Column)): + parent_name = get_column_full_name(col_node) + if not parent_name and hasattr(col_node, "identifier"): + parent_name = col_node.identifier() + if not parent_name or parent_name not in parent_refs: + continue + + parent_expr = build_metric_reaggregation_expr( + parent_name, + visited.copy(), + ) + if parent_expr is not None: + col_node.swap(parent_expr) + + wrap_divisions_in_nullif(cast(ast.Expression, expr_ast)) + return expr_ast # type: ignore + + # Build reaggregation expressions for each parent metric. for base_metric_name in sorted(base_metrics_needed): - decomposed = decomposed_metrics.get(base_metric_name) - if not decomposed: + agg_expr = build_metric_reaggregation_expr(base_metric_name, set()) + if agg_expr is None: continue # pragma: no cover short_name = get_short_name(base_metric_name) - - # For non-additive metrics (COUNT DISTINCT), we need COUNT(DISTINCT grain_col) - # For additive metrics, we can SUM/AVG the pre-computed column - if decomposed.aggregability == Aggregability.LIMITED: - # LIMITED: needs COUNT DISTINCT at this grain - # Find the grain column for COUNT DISTINCT - if decomposed.components and decomposed.components[0].rule.level: - grain_col = decomposed.components[0].rule.level[0] - # The grain column is in base_metrics as a dimension column - # Actually, for COUNT DISTINCT, the raw grain column should be in - # the base grain group, not base_metrics. We need to reference - # the original grain column from base_metrics. - # For now, use the metric column - this works because base_metrics - # computes COUNT DISTINCT at the fine grain, and we re-compute at coarser grain - col_ref = make_column_ref(grain_col, base_metrics_cte_alias) - agg_expr = ast.Function( - ast.Name("COUNT"), - args=[col_ref], - quantifier=ast.SetQuantifier.Distinct, - ) - else: # pragma: no cover - # Fallback: SUM the metric column - col_ref = make_column_ref(short_name, base_metrics_cte_alias) - agg_expr = ast.Function(ast.Name("SUM"), args=[col_ref]) - elif decomposed.aggregability == Aggregability.FULL: # pragma: no cover - # FULL: additive metric, use SUM - col_ref = make_column_ref(short_name, base_metrics_cte_alias) - agg_expr = ast.Function(ast.Name("SUM"), args=[col_ref]) - elif decomposed.aggregability == Aggregability.NONE: # pragma: no cover - # NONE: non-additive (like AVG), need to recompute - # For AVG, we need the raw sum and count, but those are in components - # For now, just use the column directly (window function will handle it) - col_ref = make_column_ref(short_name, base_metrics_cte_alias) - agg_expr = col_ref # type: ignore - else: # pragma: no cover - # Default: SUM - col_ref = make_column_ref(short_name, base_metrics_cte_alias) - agg_expr = ast.Function(ast.Name("SUM"), args=[col_ref]) - - aliased = agg_expr.set_alias(ast.Name(short_name)) # type: ignore - aliased.set_as(True) - projection.append(aliased) + metric_alias = ast.Alias(child=agg_expr, alias=ast.Name(short_name)) + metric_alias.set_as(True) + projection.append(metric_alias) # Build FROM clause - just base_metrics from_clause = ast.From( diff --git a/datajunction-server/tests/construction/build_v3/metrics_sql_test.py b/datajunction-server/tests/construction/build_v3/metrics_sql_test.py index 4ede564f8..18baf7b3c 100644 --- a/datajunction-server/tests/construction/build_v3/metrics_sql_test.py +++ b/datajunction-server/tests/construction/build_v3/metrics_sql_test.py @@ -135,6 +135,93 @@ async def _create_first_daily_balance_metric(client_with_build_v3): ) assert response.status_code in (200, 201), response.json() + @staticmethod + async def _create_daily_balance_index_metric(client_with_build_v3): + response = await client_with_build_v3.post( + "/nodes/metric/", + json={ + "name": "v3.daily_balance_index", + "description": "Derived semi-additive balance index", + "query": "SELECT 10.0 / v3.daily_balance", + "mode": "published", + }, + ) + assert response.status_code in (200, 201), response.json() + + @staticmethod + async def _create_wow_daily_balance_index_metric(client_with_build_v3): + response = await client_with_build_v3.post( + "/nodes/metric/", + json={ + "name": "v3.wow_daily_balance_index", + "description": "Week-over-week daily balance index change", + "query": """ + SELECT + (v3.daily_balance_index - LAG(v3.daily_balance_index, 1) + OVER (ORDER BY v3.date.week[order])) + / NULLIF( + LAG(v3.daily_balance_index, 1) + OVER (ORDER BY v3.date.week[order]), + 0 + ) * 100 + """, + "mode": "published", + }, + ) + assert response.status_code in (200, 201), response.json() + + @staticmethod + async def _create_product_balance_metric(client_with_build_v3): + response = await client_with_build_v3.post( + "/nodes/metric/", + json={ + "name": "v3.product_balance", + "description": "Semi-additive balance protected by product", + "query": "SELECT SUM(line_total) FROM v3.order_details", + "mode": "published", + "semi_additive": { + "dimension": "v3.product.product_id", + "function": "last_value", + }, + }, + ) + assert response.status_code in (200, 201), response.json() + + @staticmethod + async def _create_product_balance_index_metric(client_with_build_v3): + response = await client_with_build_v3.post( + "/nodes/metric/", + json={ + "name": "v3.product_balance_index", + "description": "Derived semi-additive product balance index", + "query": "SELECT 10.0 / v3.product_balance", + "mode": "published", + }, + ) + assert response.status_code in (200, 201), response.json() + + @staticmethod + async def _create_wow_product_balance_index_metric(client_with_build_v3): + response = await client_with_build_v3.post( + "/nodes/metric/", + json={ + "name": "v3.wow_product_balance_index", + "description": "Week-over-week product balance index change", + "query": """ + SELECT + (v3.product_balance_index - LAG(v3.product_balance_index, 1) + OVER (ORDER BY v3.date.week[order])) + / NULLIF( + LAG(v3.product_balance_index, 1) + OVER (ORDER BY v3.date.week[order]), + 0 + ) * 100 + """, + "mode": "published", + }, + ) + assert response.status_code in (200, 201), response.json() + @pytest.mark.asyncio async def test_semi_additive_collapses_when_protected_dimension_omitted( self, @@ -350,6 +437,111 @@ async def test_semi_additive_druid_uses_earliest_by_for_first_value( assert "MIN_BY" not in sql assert "ARG_MIN" not in sql + @pytest.mark.asyncio + async def test_semi_additive_derived_metric_uses_collapsed_base( + self, + client_with_build_v3, + ): + """Derived metrics inline semi-additive collapse in denominator position.""" + await self._create_daily_balance_metric(client_with_build_v3) + await self._create_daily_balance_index_metric(client_with_build_v3) + + response = await client_with_build_v3.get( + "/sql/metrics/v3/", + params={ + "metrics": ["v3.daily_balance_index"], + "dimensions": ["v3.product.category"], + "use_materialized": "false", + }, + ) + assert response.status_code == 200, response.json() + + sql = response.json()["sql"] + assert "MAX_BY(" in sql + assert "order_details_0.date_id_order" in sql + assert "MAX_BY" in sql.split(" AS daily_balance_index")[0] + assert "10.0 / NULLIF(MAX_BY(" in sql + assert "10.0 / NULLIF(SUM(" not in sql + + @pytest.mark.asyncio + async def test_semi_additive_derived_metric_preserves_requested_protected_dimension( + self, + client_with_build_v3, + ): + """Derived metrics use normal aggregation when the protected dimension is requested.""" + await self._create_daily_balance_metric(client_with_build_v3) + await self._create_daily_balance_index_metric(client_with_build_v3) + + response = await client_with_build_v3.get( + "/sql/metrics/v3/", + params={ + "metrics": ["v3.daily_balance_index"], + "dimensions": ["v3.date.date_id[order]"], + "use_materialized": "false", + }, + ) + assert response.status_code == 200, response.json() + + sql = response.json()["sql"] + assert "10.0 / NULLIF(SUM(" in sql + assert "date_id_order" in sql + assert "MAX_BY(" not in sql + + @pytest.mark.asyncio + async def test_semi_additive_nested_window_metric_reaggregates_with_collapse( + self, + client_with_build_v3, + ): + """Window reaggregation of derived metrics uses semi-additive parents.""" + await self._create_daily_balance_metric(client_with_build_v3) + await self._create_daily_balance_index_metric(client_with_build_v3) + await self._create_wow_daily_balance_index_metric(client_with_build_v3) + + response = await client_with_build_v3.get( + "/sql/metrics/v3/", + params={ + "metrics": ["v3.wow_daily_balance_index"], + "dimensions": ["v3.product.category"], + "use_materialized": "false", + }, + ) + assert response.status_code == 200, response.json() + + sql = response.json()["sql"] + assert "base_metrics AS" in sql + assert "MAX_BY(" in sql + assert "order_details_0.date_id_order" in sql + assert "10.0 / NULLIF(MAX_BY(" in sql + assert "LAG(base_metrics.daily_balance_index, 1)" in sql + + @pytest.mark.asyncio + async def test_semi_additive_window_grain_reaggregation_uses_collapse( + self, + client_with_build_v3, + ): + """Window aggregation CTEs collapse semi-additive derived parents.""" + await self._create_product_balance_metric(client_with_build_v3) + await self._create_product_balance_index_metric(client_with_build_v3) + await self._create_wow_product_balance_index_metric(client_with_build_v3) + + response = await client_with_build_v3.get( + "/sql/metrics/v3/", + params={ + "metrics": ["v3.wow_product_balance_index"], + "dimensions": ["v3.date.date_id[order]"], + "use_materialized": "false", + }, + ) + assert response.status_code == 200, response.json() + + sql = response.json()["sql"] + assert "order_details_week_agg AS" in sql + assert "MAX_BY(" in sql + assert "product_id" in sql + assert "10.0 / NULLIF(MAX_BY(" in sql + assert "10.0 / NULLIF(SUM(" not in sql + assert "LAG(order_details_week_agg.product_balance_index, 1)" in sql + @pytest.mark.asyncio async def test_semi_additive_uses_normal_aggregation_when_protected_dimension_requested( self, @@ -4104,15 +4296,27 @@ async def test_cross_fact_window_metric_with_finer_grain( CAST(COUNT( DISTINCT order_details_0.order_id) AS DOUBLE) / NULLIF(COUNT( DISTINCT page_views_enriched_0.customer_id), 0) AS conversion_rate FROM order_details_0 FULL OUTER JOIN page_views_enriched_0 ON order_details_0.date_id = page_views_enriched_0.date_id AND order_details_0.category = page_views_enriched_0.category AND order_details_0.week = page_views_enriched_0.week GROUP BY 1, 2, 3 + ), + order_details_week_agg AS ( + SELECT base_metrics.category AS category, + base_metrics.week AS week, + CAST(SUM(base_metrics.order_count) AS DOUBLE) / NULLIF(SUM(base_metrics.visitor_count), 0) AS conversion_rate + FROM base_metrics + GROUP BY base_metrics.category, base_metrics.week + ), + order_details_week AS ( + SELECT order_details_week_agg.category AS category, + order_details_week_agg.week AS week, + (order_details_week_agg.conversion_rate - LAG(order_details_week_agg.conversion_rate, 1) OVER ( PARTITION BY order_details_week_agg.category + ORDER BY order_details_week_agg.week) ) / NULLIF(LAG(order_details_week_agg.conversion_rate, 1) OVER ( PARTITION BY order_details_week_agg.category + ORDER BY order_details_week_agg.week) , 0) * 100 AS wow_conversion_rate_change + FROM order_details_week_agg ) - SELECT base_metrics.date_id AS date_id, base_metrics.category AS category, base_metrics.week AS week, - (base_metrics.conversion_rate - LAG(base_metrics.conversion_rate, 1) OVER ( PARTITION BY base_metrics.category - ORDER BY base_metrics.week) ) / NULLIF(LAG(base_metrics.conversion_rate, 1) OVER ( PARTITION BY base_metrics.category - ORDER BY base_metrics.week) , 0) * 100 AS wow_conversion_rate_change - FROM base_metrics + order_details_week.wow_conversion_rate_change AS wow_conversion_rate_change + FROM base_metrics LEFT OUTER JOIN order_details_week ON base_metrics.category = order_details_week.category AND base_metrics.week = order_details_week.week """, ) @@ -4218,15 +4422,27 @@ async def test_cross_fact_window_on_derived_metric(self, client_with_build_v3): SUM(page_views_enriched_0.view_id_count_f41e2db4) / NULLIF(COUNT( DISTINCT page_views_enriched_0.session_id), 0) AS pages_per_session FROM order_details_0 FULL OUTER JOIN page_views_enriched_0 ON order_details_0.date_id = page_views_enriched_0.date_id AND order_details_0.category = page_views_enriched_0.category AND order_details_0.week = page_views_enriched_0.week GROUP BY 1, 2, 3 + ), + order_details_week_agg AS ( + SELECT base_metrics.category AS category, + base_metrics.week AS week, + SUM(base_metrics.total_revenue) / NULLIF(SUM(base_metrics.order_count), 0) / NULLIF(SUM(base_metrics.page_view_count) / NULLIF(SUM(base_metrics.session_count), 0), 0) AS efficiency_ratio + FROM base_metrics + GROUP BY base_metrics.category, base_metrics.week + ), + order_details_week AS ( + SELECT order_details_week_agg.category AS category, + order_details_week_agg.week AS week, + (order_details_week_agg.efficiency_ratio - LAG(order_details_week_agg.efficiency_ratio, 1) OVER ( PARTITION BY order_details_week_agg.category + ORDER BY order_details_week_agg.week) ) / NULLIF(LAG(order_details_week_agg.efficiency_ratio, 1) OVER ( PARTITION BY order_details_week_agg.category + ORDER BY order_details_week_agg.week) , 0) * 100 AS wow_efficiency_ratio_change + FROM order_details_week_agg ) - SELECT base_metrics.date_id AS date_id, base_metrics.category AS category, base_metrics.week AS week, - (base_metrics.efficiency_ratio - LAG(base_metrics.efficiency_ratio, 1) OVER ( PARTITION BY base_metrics.category - ORDER BY base_metrics.week) ) / NULLIF(LAG(base_metrics.efficiency_ratio, 1) OVER ( PARTITION BY base_metrics.category - ORDER BY base_metrics.week) , 0) * 100 AS wow_efficiency_ratio_change - FROM base_metrics""", + order_details_week.wow_efficiency_ratio_change AS wow_efficiency_ratio_change + FROM base_metrics LEFT OUTER JOIN order_details_week ON base_metrics.category = order_details_week.category AND base_metrics.week = order_details_week.week""", ) @pytest.mark.asyncio @@ -4330,8 +4546,8 @@ async def test_cross_fact_window_on_base_metrics(self, client_with_build_v3): order_details_week_agg AS ( SELECT base_metrics.category AS category, base_metrics.week AS week, - COUNT( DISTINCT base_metrics.order_id) AS order_count, - COUNT( DISTINCT base_metrics.customer_id) AS visitor_count + SUM(base_metrics.order_count) AS order_count, + SUM(base_metrics.visitor_count) AS visitor_count FROM base_metrics GROUP BY base_metrics.category, base_metrics.week ), From 3a8c202c1f9fe3b6e58e7231b5e2ae954429b912 Mon Sep 17 00:00:00 2001 From: Beto Dealmeida Date: Tue, 25 Aug 2026 14:11:49 -0400 Subject: [PATCH 05/27] Make pre-agg matching semi-additive aware --- .../construction/build_v3/measures.py | 16 ++- .../construction/build_v3/preagg_matcher.py | 33 ++++++ .../build_v3/preagg_substitution_test.py | 110 ++++++++++++++++++ 3 files changed, 154 insertions(+), 5 deletions(-) diff --git a/datajunction-server/datajunction_server/construction/build_v3/measures.py b/datajunction-server/datajunction_server/construction/build_v3/measures.py index dc1b6bc96..93758e014 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/measures.py +++ b/datajunction-server/datajunction_server/construction/build_v3/measures.py @@ -1708,6 +1708,7 @@ def build_grain_group_from_preagg( select_items: list[ast.Aliasable | ast.Expression | ast.Column] = [] columns: list[ColumnMetadata] = [] component_aliases: dict[str, str] = {} + semi_additive_dimension_aliases: dict[str, str] = {} metrics_covered: set[str] = set() unique_components: list[MetricComponent] = [] seen_components: set[str] = set() @@ -1805,6 +1806,14 @@ def build_grain_group_from_preagg( ), ) + for ( + component_name, + dimension_ref, + ) in grain_group.semi_additive_component_dimensions.items(): + semi_additive_dimension_aliases[component_name] = ctx.alias_registry.register( + dimension_ref, + ) + # Add measure columns with re-aggregation (or grain columns if no merge func) for metric_node, component in grain_group.components: metrics_covered.add(metric_node.name) @@ -1965,6 +1974,7 @@ def build_grain_group_from_preagg( metrics=list(metrics_covered), parent_name=parent_node.name, component_aliases=component_aliases, + semi_additive_dimension_aliases=semi_additive_dimension_aliases, is_merged=grain_group.is_merged, component_aggregabilities=grain_group.component_aggregabilities, components=unique_components, @@ -1998,11 +2008,7 @@ def build_grain_group_sql( parent_node = grain_group.parent_node # Check for matching pre-aggregation - if ( - ctx.use_materialized - and ctx.available_preaggs - and not grain_group.semi_additive_component_dimensions - ): + if ctx.use_materialized and ctx.available_preaggs: match = find_matching_preagg( ctx, parent_node, diff --git a/datajunction-server/datajunction_server/construction/build_v3/preagg_matcher.py b/datajunction-server/datajunction_server/construction/build_v3/preagg_matcher.py index 575a22901..229df67f3 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/preagg_matcher.py +++ b/datajunction-server/datajunction_server/construction/build_v3/preagg_matcher.py @@ -65,6 +65,25 @@ def get_required_measure_identities( } +def required_semi_additive_grain( + ctx: BuildContext, + node_rev_id: int, + grain_group: GrainGroup, +) -> set[str]: + """ + Protected dimensions a pre-agg must retain for final semi-additive collapse. + + ``semi_additive_component_dimensions`` is populated only when the requested + output grain omitted the protected dimension. In that case a pre-agg at the + output grain would have already collapsed away the key needed by MAX_BY / + MIN_BY / min / max in the metrics layer, so it is not substitutable. + """ + return { + canonical_dimension_ref(ctx, node_rev_id, dimension_ref) + for dimension_ref in grain_group.semi_additive_component_dimensions.values() + } + + def canonical_dimension_ref( ctx: BuildContext, node_rev_id: int, @@ -256,6 +275,12 @@ def find_matching_preagg( if not required_measures: return None + semi_additive_grain = required_semi_additive_grain( + ctx, + node_rev_id, + grain_group, + ) + requested_grain_set = { canonical_dimension_ref(ctx, node_rev_id, rdim.original_ref) for rdim in resolved_dimensions @@ -282,6 +307,14 @@ def find_matching_preagg( for ref in (preagg.grain_columns or []) } + if not semi_additive_grain.issubset(preagg_grain_set): + logger.debug( + f"[BuildV3] Pre-agg {preagg.id} grain {preagg_grain_set} " + f"doesn't retain semi-additive protected grain " + f"{semi_additive_grain}", + ) + continue + # Check grain compatibility. For additive measures the pre-agg may be at # the same or a finer grain (roll-up allowed → subset match). For # non-additive measures the pre-agg grain must exactly match the request. diff --git a/datajunction-server/tests/construction/build_v3/preagg_substitution_test.py b/datajunction-server/tests/construction/build_v3/preagg_substitution_test.py index 0edd7753e..c7fa31328 100644 --- a/datajunction-server/tests/construction/build_v3/preagg_substitution_test.py +++ b/datajunction-server/tests/construction/build_v3/preagg_substitution_test.py @@ -86,6 +86,24 @@ async def _fake_columns(*args, **kwargs): del client.app.dependency_overrides[get_query_service_client] +async def _create_daily_balance_metric(client_with_build_v3): + """Create a semi-additive metric protected by order date.""" + response = await client_with_build_v3.post( + "/nodes/metric/", + json={ + "name": "v3.daily_balance", + "description": "Semi-additive balance measured by order date", + "query": "SELECT SUM(line_total) FROM v3.order_details", + "mode": "published", + "semi_additive": { + "dimension": "v3.date.date_id[order]", + "function": "last_value", + }, + }, + ) + assert response.status_code in (200, 201), response.json() + + class TestExternalPreAggRouting: """Queries route to externally-registered pre-agg tables via source_column.""" @@ -198,6 +216,98 @@ async def test_external_preagg_rolls_up_additive(self, client_with_build_v3): """, ) + @pytest.mark.asyncio + async def test_external_preagg_retaining_semi_additive_dimension_rolls_up( + self, + client_with_build_v3, + ): + """A semi-additive metric can read a fine pre-agg that still has the + protected dimension, then collapse in the final metrics query.""" + await _create_daily_balance_metric(client_with_build_v3) + await _register_external_preagg( + client_with_build_v3, + metrics=["v3.daily_balance"], + dimensions=[ + "v3.product.category", + "v3.date.date_id[order]", + ], + table_ref={ + "catalog": "default", + "schema": "analytics", + "table": "daily_balance_by_category_day", + "valid_through_ts": 20250101, + }, + measure_columns={"v3.daily_balance": "balance_sum"}, + dimension_columns={"v3.date.date_id[order]": "order_day"}, + table_columns={ + "category": "string", + "order_day": "int", + "balance_sum": "double", + }, + ) + + response = await client_with_build_v3.get( + "/sql/metrics/v3/", + params={ + "metrics": ["v3.daily_balance"], + "dimensions": ["v3.product.category"], + }, + ) + assert response.status_code == 200, response.json() + assert_sql_equal( + response.json()["sql"], + """ + WITH order_details_0 AS ( + SELECT category, + order_day date_id_order, + SUM(balance_sum) balance_sum + FROM default.analytics.daily_balance_by_category_day + GROUP BY category, order_day + ) + SELECT order_details_0.category AS category, + MAX_BY(order_details_0.balance_sum, order_details_0.date_id_order) + AS daily_balance + FROM order_details_0 + GROUP BY order_details_0.category + """, + ) + + @pytest.mark.asyncio + async def test_external_preagg_missing_semi_additive_dimension_is_not_used( + self, + client_with_build_v3, + ): + """A semi-additive metric must not read a pre-agg that dropped the key + required by the final collapse.""" + await _create_daily_balance_metric(client_with_build_v3) + await _register_external_preagg( + client_with_build_v3, + metrics=["v3.daily_balance"], + dimensions=["v3.product.category"], + table_ref={ + "catalog": "default", + "schema": "analytics", + "table": "daily_balance_by_category", + "valid_through_ts": 20250101, + }, + measure_columns={"v3.daily_balance": "balance_sum"}, + table_columns={"category": "string", "balance_sum": "double"}, + ) + + response = await client_with_build_v3.get( + "/sql/metrics/v3/", + params={ + "metrics": ["v3.daily_balance"], + "dimensions": ["v3.product.category"], + }, + ) + assert response.status_code == 200, response.json() + + sql = response.json()["sql"] + assert "default.analytics.daily_balance_by_category" not in sql + assert "MAX_BY(" in sql + assert "date_id_order" in sql + @pytest.mark.asyncio async def test_external_non_additive_not_rolled_up(self, client_with_build_v3): """A non-additive measure (COUNT DISTINCT) does not roll up to a coarser From 9cae7a6fa590fbc3dff256d4b50d629b2d27215d Mon Sep 17 00:00:00 2001 From: Beto Dealmeida Date: Tue, 25 Aug 2026 14:52:02 -0400 Subject: [PATCH 06/27] Guard semi-additive materialization paths --- .../datajunction_server/api/cubes.py | 31 +++ .../construction/build_v3/cube_matcher.py | 256 ++++++++++++++++-- datajunction-server/tests/api/cubes_test.py | 108 ++++++++ .../build_v3/cube_matcher_test.py | 224 +++++++++++++++ 4 files changed, 594 insertions(+), 25 deletions(-) diff --git a/datajunction-server/datajunction_server/api/cubes.py b/datajunction-server/datajunction_server/api/cubes.py index 58e92f6a2..fc7346ef2 100644 --- a/datajunction-server/datajunction_server/api/cubes.py +++ b/datajunction-server/datajunction_server/api/cubes.py @@ -14,6 +14,9 @@ _reorder_partition_column_last, build_combiner_sql_from_preaggs, ) +from datajunction_server.construction.build_v3.cube_matcher import ( + validate_cube_semi_additive_materialization, +) from datajunction_server.construction.build_v3.cte import strip_role_suffix from datajunction_server.construction.dimensions import build_dimensions_from_cube_query from datajunction_server.database.materialization import Materialization @@ -201,6 +204,32 @@ def _build_metrics_spec( return metrics +async def _validate_cube_semi_additive_materialization( + session: AsyncSession, + cube: Node, +) -> None: + """ + Validate materialization safety using full metric decomposition. + """ + if not cube.current: # pragma: no cover + return + + from datajunction_server.construction.build_v3.builder import setup_build_context + + ctx = await setup_build_context( + session=session, + metrics=cube.current.cube_node_metrics, + dimensions=cube.current.cube_node_dimensions, + filters=cube.current.cube_filters or None, + dialect=Dialect.SPARK, + use_materialized=False, + ) + validate_cube_semi_additive_materialization( + cube.current, + decomposed_metrics=ctx.decomposed_metrics, + ) + + @router.get("/cubes", name="Get all Cubes") async def get_all_cubes( *, @@ -288,6 +317,7 @@ async def cube_materialization_info( message=f"Cube node `{name}` does not exist.", http_status_code=404, ) + await _validate_cube_semi_additive_materialization(session, node) temporal_partitions = node.current.temporal_partition_columns() # type: ignore if len(temporal_partitions) != 1: raise DJInvalidInputException( @@ -520,6 +550,7 @@ async def materialize_cube( message=f"Cube '{name}' has no current revision", http_status_code=HTTPStatus.NOT_FOUND, ) + await _validate_cube_semi_additive_materialization(session, node) cube_tps = cube_revision.temporal_partition_columns() diff --git a/datajunction-server/datajunction_server/construction/build_v3/cube_matcher.py b/datajunction-server/datajunction_server/construction/build_v3/cube_matcher.py index d779db7ac..d492223e0 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/cube_matcher.py +++ b/datajunction-server/datajunction_server/construction/build_v3/cube_matcher.py @@ -47,8 +47,12 @@ from datajunction_server.models.decompose import Aggregability from datajunction_server.models.dialect import Dialect from datajunction_server.models.node_type import NodeType -from datajunction_server.models.semiadditive import parse_semi_additive_spec +from datajunction_server.models.semiadditive import ( + SemiAdditiveCollapseFunction, + parse_semi_additive_spec, +) from datajunction_server.naming import amenable_name +from datajunction_server.sql.decompose import MetricComponentExtractor from datajunction_server.sql.parsing import ast logger = logging.getLogger(__name__) @@ -58,17 +62,18 @@ # parsed: coverage can't be proven, so cube matching must fail SAFE (reject the # cube and fall back) rather than fail open and emit invalid SQL. _FILTER_COVERAGE_UNKNOWN = object() +SemiAdditiveRequirement = tuple[str, str, SemiAdditiveCollapseFunction] -def _semi_additive_dimensions_for_cube_metrics( +def _semi_additive_requirements_for_cube_metrics( cube: NodeRevision, metrics: list[str], requested_dimensions: list[str], -) -> list[str]: +) -> list[SemiAdditiveRequirement]: """ - Protected dimensions a cube must materialize for semi-additive rollups. + Semi-additive metric requirements that are absent from the output grain. """ - required: list[str] = [] + requirements: list[SemiAdditiveRequirement] = [] metric_names = set(metrics) for metric_revision in cube.metric_node_revisions(): if ( @@ -78,18 +83,193 @@ def _semi_additive_dimensions_for_cube_metrics( ): continue semi_additive = parse_semi_additive_spec(metric_revision.semi_additive) - if ( - semi_additive - and not _semi_additive_dimension_requested( + if semi_additive and not _semi_additive_dimension_requested( + semi_additive.dimension, + requested_dimensions, + ): + requirements.append( + ( + metric_revision.name, + semi_additive.dimension, + semi_additive.function, + ), + ) + return requirements + + +async def _semi_additive_requirements_for_metrics( + session: AsyncSession, + metrics: list[str], + requested_dimensions: list[str], +) -> list[SemiAdditiveRequirement]: + """ + Semi-additive requirements from full metric decomposition. + + Direct cube metadata only sees the metrics declared on the cube. Decomposition + also catches derived metrics whose base components carry semi-additive rules. + """ + requirements: list[SemiAdditiveRequirement] = [] + for metric_name in metrics: + extractor = await MetricComponentExtractor.from_node_name( + metric_name, + session, + ) + components, _ = await extractor.extract(session) + for component in components: + semi_additive = component.rule.semi_additive + if ( + semi_additive + and not _semi_additive_dimension_requested( + semi_additive.dimension, + requested_dimensions, + ) + and ( + metric_name, + semi_additive.dimension, + semi_additive.function, + ) + not in requirements + ): + requirements.append( + ( + metric_name, + semi_additive.dimension, + semi_additive.function, + ), + ) + return requirements + + +def _semi_additive_requirements_for_decomposed_metrics( + decomposed_metrics: dict[str, DecomposedMetricInfo], + metrics: list[str], + requested_dimensions: list[str], +) -> list[SemiAdditiveRequirement]: + """ + Semi-additive requirements from already-decomposed planner context. + """ + requirements: list[SemiAdditiveRequirement] = [] + metric_names = set(metrics) + for metric_name, decomposed in decomposed_metrics.items(): + if metric_name not in metric_names: + continue + for component in decomposed.components: + semi_additive = component.rule.semi_additive + if semi_additive and not _semi_additive_dimension_requested( semi_additive.dimension, requested_dimensions, - ) - and semi_additive.dimension not in required - ): - required.append(semi_additive.dimension) + ): + requirement = ( + metric_name, + semi_additive.dimension, + semi_additive.function, + ) + if requirement not in requirements: + requirements.append(requirement) + return requirements + + +def _semi_additive_dimensions_for_cube_metrics( + cube: NodeRevision, + metrics: list[str], + requested_dimensions: list[str], +) -> list[str]: + """ + Protected dimensions a cube must materialize for semi-additive rollups. + """ + required: list[str] = [] + for _, dimension, _ in _semi_additive_requirements_for_cube_metrics( + cube, + metrics, + requested_dimensions, + ): + if dimension not in required: + required.append(dimension) return required +def _format_semi_additive_requirements( + requirements: list[SemiAdditiveRequirement], +) -> list[str]: + """Human-readable semi-additive requirements for error messages.""" + return [ + f"{metric} -> {dimension} ({function.value})" + for metric, dimension, function in requirements + ] + + +def validate_cube_covers_semi_additive_dimensions( + cube: NodeRevision, + metrics: list[str], + dimensions: list[str], + *, + decomposed_metrics: dict[str, DecomposedMetricInfo] | None = None, + additional_requirements: list[SemiAdditiveRequirement] | None = None, + usage: str = "Cube", + http_status_code: int = 422, +) -> None: + """ + Fail loud when a materialized cube cannot safely serve semi-additive metrics. + + V1 materialized cube usage is only safe for semi-additive metrics when the + cube itself retains the protected dimension. Otherwise querying the cube can + silently merge across that dimension with the wrong Druid aggregator. + """ + requirements = _semi_additive_requirements_for_cube_metrics( + cube, + metrics, + dimensions, + ) + if decomposed_metrics is not None: + for requirement in _semi_additive_requirements_for_decomposed_metrics( + decomposed_metrics, + metrics, + dimensions, + ): + if requirement not in requirements: + requirements.append(requirement) + for requirement in additional_requirements or []: + if requirement not in requirements: + requirements.append(requirement) + + cube_dims = set(cube.cube_dimensions()) + missing_requirements = [ + requirement for requirement in requirements if requirement[1] not in cube_dims + ] + if not missing_requirements: + return + + raise DJInvalidInputException( + f"{usage} `{cube.name}` cannot safely use materialized semi-additive " + "metric(s) because it does not materialize protected dimension(s) " + f"{_format_semi_additive_requirements(missing_requirements)}. " + "Add the protected dimension to the cube, or run the query with " + "use_materialized=false.", + http_status_code=http_status_code, + ) + + +def validate_cube_semi_additive_materialization( + cube: NodeRevision, + decomposed_metrics: dict[str, DecomposedMetricInfo] | None = None, +) -> None: + """ + Guard Druid cube materialization from baking in semi-additive misaggregation. + + V1 does not materialize collapsed semi-additive metrics unless the cube grain + includes the protected dimension. This avoids generating a Druid metricsSpec + that sums first/last/min/max collapse inputs across the protected dimension. + """ + validate_cube_covers_semi_additive_dimensions( + cube, + cube.cube_node_metrics, + cube.cube_node_dimensions, + decomposed_metrics=decomposed_metrics, + usage="Cube", + http_status_code=400, + ) + + async def _required_filter_dimensions( session: AsyncSession, filters: list[str] | None, @@ -225,6 +405,16 @@ async def find_matching_cube( result = await session.execute(statement) candidate_cubes = result.unique().scalars().all() + semi_additive_requirements = ( + await _semi_additive_requirements_for_metrics( + session, + metrics, + dimensions, + ) + if candidate_cubes + else [] + ) + semi_additive_dims = {dimension for _, dimension, _ in semi_additive_requirements} # Find the best matching cube (smallest grain that covers all dimensions) best_match: NodeRevision | None = None @@ -249,12 +439,16 @@ async def find_matching_cube( # Druid SQL referencing a missing column). cube_dims = set(cube_rev.cube_dimensions()) - required_dims_for_cube = required_dims | set( - _semi_additive_dimensions_for_cube_metrics( - cube_rev, - metrics, - dimensions, - ), + required_dims_for_cube = ( + required_dims + | set( + _semi_additive_dimensions_for_cube_metrics( + cube_rev, + metrics, + dimensions, + ), + ) + | semi_additive_dims ) if not required_dims_for_cube.issubset(cube_dims): @@ -312,13 +506,6 @@ async def validate_pinned_cube_covers_filters( http_status_code=422, ) required_dims = set(dimensions) | set(required) # type: ignore[arg-type] - required_dims.update( - _semi_additive_dimensions_for_cube_metrics( - cube, - metrics or cube.cube_node_metrics, - dimensions, - ), - ) cube_dims = set(cube.cube_dimensions()) missing = required_dims - cube_dims if missing: @@ -329,6 +516,18 @@ async def validate_pinned_cube_covers_filters( http_status_code=422, ) + validate_cube_covers_semi_additive_dimensions( + cube, + metrics or cube.cube_node_metrics, + dimensions, + additional_requirements=await _semi_additive_requirements_for_metrics( + session, + metrics or cube.cube_node_metrics, + dimensions, + ), + usage="Pinned cube", + ) + async def resolve_dialect_and_engine_for_metrics( session: AsyncSession, @@ -516,6 +715,13 @@ def build_sql_from_cube_impl( Returns: GeneratedSQL with the query and column metadata. """ + validate_cube_covers_semi_additive_dimensions( + cube, + ctx.metrics, + ctx.dimensions, + decomposed_metrics=ctx.decomposed_metrics, + ) + # Build synthetic GrainGroupSQL for cube table # This applies all filters in the cube CTE's WHERE clause synthetic_grain_group = build_synthetic_grain_group( diff --git a/datajunction-server/tests/api/cubes_test.py b/datajunction-server/tests/api/cubes_test.py index aa00f9671..57c69bc07 100644 --- a/datajunction-server/tests/api/cubes_test.py +++ b/datajunction-server/tests/api/cubes_test.py @@ -4804,6 +4804,114 @@ class TestCubeMaterializeV2SuccessPaths: and mock the query service client to test the full endpoint flow. """ + @pytest.mark.asyncio + async def test_materialize_semi_additive_cube_without_protected_dimension_fails( + self, + client_with_build_v3: AsyncClient, + mocker, + ): + """Druid cube materialization refuses to bake in collapsed + semi-additive metrics without the protected dimension.""" + response = await client_with_build_v3.post( + "/nodes/metric/", + json={ + "name": "v3.daily_balance", + "description": "Semi-additive balance measured by order date", + "query": "SELECT SUM(line_total) FROM v3.order_details", + "mode": "published", + "semi_additive": { + "dimension": "v3.date.date_id[order]", + "function": "last_value", + }, + }, + ) + assert response.status_code in (200, 201), response.json() + + cube_name = "v3.test_daily_balance_materialization_guard" + response = await client_with_build_v3.post( + "/nodes/cube/", + json={ + "name": cube_name, + "metrics": ["v3.daily_balance"], + "dimensions": ["v3.product.category"], + "mode": "published", + "description": "Unsafe semi-additive materialization", + }, + ) + assert response.status_code == 201, response.json() + + combiner = mocker.patch( + "datajunction_server.api.cubes.build_combiner_sql_from_preaggs", + ) + + response = await client_with_build_v3.post( + f"/cubes/{cube_name}/materialize", + json={"strategy": "full", "schedule": "0 0 * * *"}, + ) + + assert response.status_code == 400, response.json() + assert "protected dimension" in response.json()["message"] + combiner.assert_not_called() + + @pytest.mark.asyncio + async def test_materialize_derived_semi_additive_cube_without_protected_dimension_fails( + self, + client_with_build_v3: AsyncClient, + mocker, + ): + """Druid cube materialization also refuses derived metrics whose base + metric has an omitted semi-additive protected dimension.""" + response = await client_with_build_v3.post( + "/nodes/metric/", + json={ + "name": "v3.daily_balance", + "description": "Semi-additive balance measured by order date", + "query": "SELECT SUM(line_total) FROM v3.order_details", + "mode": "published", + "semi_additive": { + "dimension": "v3.date.date_id[order]", + "function": "last_value", + }, + }, + ) + assert response.status_code in (200, 201), response.json() + response = await client_with_build_v3.post( + "/nodes/metric/", + json={ + "name": "v3.daily_balance_index", + "description": "Derived semi-additive balance index", + "query": "SELECT 10.0 / v3.daily_balance", + "mode": "published", + }, + ) + assert response.status_code in (200, 201), response.json() + + cube_name = "v3.test_daily_balance_index_materialization_guard" + response = await client_with_build_v3.post( + "/nodes/cube/", + json={ + "name": cube_name, + "metrics": ["v3.daily_balance_index"], + "dimensions": ["v3.product.category"], + "mode": "published", + "description": "Unsafe derived semi-additive materialization", + }, + ) + assert response.status_code == 201, response.json() + + combiner = mocker.patch( + "datajunction_server.api.cubes.build_combiner_sql_from_preaggs", + ) + + response = await client_with_build_v3.post( + f"/cubes/{cube_name}/materialize", + json={"strategy": "full", "schedule": "0 0 * * *"}, + ) + + assert response.status_code == 400, response.json() + assert "protected dimension" in response.json()["message"] + combiner.assert_not_called() + @pytest.mark.asyncio async def test_materialize_cube_full_strategy_success( self, diff --git a/datajunction-server/tests/construction/build_v3/cube_matcher_test.py b/datajunction-server/tests/construction/build_v3/cube_matcher_test.py index 89a3cf630..da227dc87 100644 --- a/datajunction-server/tests/construction/build_v3/cube_matcher_test.py +++ b/datajunction-server/tests/construction/build_v3/cube_matcher_test.py @@ -29,12 +29,45 @@ from datajunction_server.construction.build_v3.utils import ( extract_filter_dimension_refs, ) +from datajunction_server.database.node import Node from datajunction_server.errors import DJInvalidInputException from datajunction_server.models.decompose import Aggregability from datajunction_server.models.dialect import Dialect from tests.construction.build_v3 import assert_sql_equal +async def _create_daily_balance_metric(client_with_build_v3): + """Create a semi-additive metric protected by order date.""" + response = await client_with_build_v3.post( + "/nodes/metric/", + json={ + "name": "v3.daily_balance", + "description": "Semi-additive balance measured by order date", + "query": "SELECT SUM(line_total) FROM v3.order_details", + "mode": "published", + "semi_additive": { + "dimension": "v3.date.date_id[order]", + "function": "last_value", + }, + }, + ) + assert response.status_code in (200, 201), response.json() + + +async def _create_daily_balance_index_metric(client_with_build_v3): + """Create a derived metric that depends on the semi-additive balance.""" + response = await client_with_build_v3.post( + "/nodes/metric/", + json={ + "name": "v3.daily_balance_index", + "description": "Derived semi-additive balance index", + "query": "SELECT 10.0 / v3.daily_balance", + "mode": "published", + }, + ) + assert response.status_code in (200, 201), response.json() + + def test_materialized_dimension_lookup_preserves_roles(): """Two roles with one short name resolve to distinct physical columns.""" cube = SimpleNamespace( @@ -1156,6 +1189,197 @@ def _boom(_filters): ) assert "could not be parsed" in str(exc.value) + @pytest.mark.asyncio + async def test_semi_additive_cube_missing_protected_dimension_not_matched( + self, + client_with_build_v3, + session, + ): + """A materialized cube that dropped a semi-additive protected dimension + is not safe to auto-route to.""" + await _create_daily_balance_metric(client_with_build_v3) + response = await client_with_build_v3.post( + "/nodes/cube/", + json={ + "name": "v3.test_daily_balance_category_cube", + "metrics": ["v3.daily_balance"], + "dimensions": ["v3.product.category"], + "mode": "published", + "description": "Category cube missing semi-additive protected grain", + }, + ) + assert response.status_code == 201, response.json() + + response = await client_with_build_v3.post( + "/data/v3.test_daily_balance_category_cube/availability/", + json={ + "catalog": "default", + "schema_": "analytics", + "table": "daily_balance_category_cube", + "valid_through_ts": int(time.time() * 1000), + }, + ) + assert response.status_code == 200, response.json() + + result = await find_matching_cube( + session, + metrics=["v3.daily_balance"], + dimensions=["v3.product.category"], + ) + assert result is None + + @pytest.mark.asyncio + async def test_semi_additive_unsafe_cube_falls_back_to_live_sql( + self, + client_with_build_v3, + session, + ): + """An unsafe materialized cube is ignored, leaving the live path usable.""" + await _create_daily_balance_metric(client_with_build_v3) + response = await client_with_build_v3.post( + "/nodes/cube/", + json={ + "name": "v3.test_daily_balance_live_fallback_cube", + "metrics": ["v3.daily_balance"], + "dimensions": ["v3.product.category"], + "mode": "published", + "description": "Unsafe cube for live fallback", + }, + ) + assert response.status_code == 201, response.json() + + response = await client_with_build_v3.post( + "/data/v3.test_daily_balance_live_fallback_cube/availability/", + json={ + "catalog": "default", + "schema_": "analytics", + "table": "daily_balance_live_fallback_cube", + "valid_through_ts": int(time.time() * 1000), + }, + ) + assert response.status_code == 200, response.json() + + result = await build_metrics_sql( + session=session, + metrics=["v3.daily_balance"], + dimensions=["v3.product.category"], + ) + + assert result.cube_name is None + assert "daily_balance_live_fallback_cube" not in result.sql + assert "MAX_BY(" in result.sql + assert "date_id_order" in result.sql + + @pytest.mark.asyncio + async def test_derived_semi_additive_cube_missing_protected_dimension_not_matched( + self, + client_with_build_v3, + session, + ): + """Derived metric cubes inherit base semi-additive materialization needs.""" + await _create_daily_balance_metric(client_with_build_v3) + await _create_daily_balance_index_metric(client_with_build_v3) + response = await client_with_build_v3.post( + "/nodes/cube/", + json={ + "name": "v3.test_daily_balance_index_category_cube", + "metrics": ["v3.daily_balance_index"], + "dimensions": ["v3.product.category"], + "mode": "published", + "description": "Derived cube missing semi-additive protected grain", + }, + ) + assert response.status_code == 201, response.json() + + response = await client_with_build_v3.post( + "/data/v3.test_daily_balance_index_category_cube/availability/", + json={ + "catalog": "default", + "schema_": "analytics", + "table": "daily_balance_index_category_cube", + "valid_through_ts": int(time.time() * 1000), + }, + ) + assert response.status_code == 200, response.json() + + result = await find_matching_cube( + session, + metrics=["v3.daily_balance_index"], + dimensions=["v3.product.category"], + ) + assert result is None + + @pytest.mark.asyncio + async def test_pinned_semi_additive_cube_missing_protected_dimension_raises( + self, + client_with_build_v3, + session, + ): + """Pinned cube validation also blocks unsafe semi-additive materialization.""" + await _create_daily_balance_metric(client_with_build_v3) + response = await client_with_build_v3.post( + "/nodes/cube/", + json={ + "name": "v3.test_daily_balance_pinned_unsafe_cube", + "metrics": ["v3.daily_balance"], + "dimensions": ["v3.product.category"], + "mode": "published", + "description": "Pinned unsafe semi-additive cube", + }, + ) + assert response.status_code == 201, response.json() + cube_node = await Node.get_cube_by_name( + session, + "v3.test_daily_balance_pinned_unsafe_cube", + ) + assert cube_node and cube_node.current + + with pytest.raises(DJInvalidInputException) as exc: + await validate_pinned_cube_covers_filters( + session, + cube_node.current, + dimensions=["v3.product.category"], + filters=[], + metrics=["v3.daily_balance"], + ) + assert "protected dimension" in str(exc.value) + + @pytest.mark.asyncio + async def test_pinned_derived_semi_additive_cube_missing_protected_dimension_raises( + self, + client_with_build_v3, + session, + ): + """Pinned derived metric cubes also inherit base semi-additive needs.""" + await _create_daily_balance_metric(client_with_build_v3) + await _create_daily_balance_index_metric(client_with_build_v3) + response = await client_with_build_v3.post( + "/nodes/cube/", + json={ + "name": "v3.test_daily_balance_index_pinned_unsafe_cube", + "metrics": ["v3.daily_balance_index"], + "dimensions": ["v3.product.category"], + "mode": "published", + "description": "Pinned unsafe derived semi-additive cube", + }, + ) + assert response.status_code == 201, response.json() + cube_node = await Node.get_cube_by_name( + session, + "v3.test_daily_balance_index_pinned_unsafe_cube", + ) + assert cube_node and cube_node.current + + with pytest.raises(DJInvalidInputException) as exc: + await validate_pinned_cube_covers_filters( + session, + cube_node.current, + dimensions=["v3.product.category"], + filters=[], + metrics=["v3.daily_balance_index"], + ) + assert "protected dimension" in str(exc.value) + @pytest.mark.asyncio async def test_pinned_cube_non_druid_dialect_skips_validation( self, From a2fd9156e2d93e2dbb827de70df91b26523b4ed8 Mon Sep 17 00:00:00 2001 From: Beto Dealmeida Date: Tue, 25 Aug 2026 16:24:19 -0400 Subject: [PATCH 07/27] Fix cube materialization test isolation --- datajunction-server/tests/api/cubes_test.py | 63 +++++++++++++++++---- 1 file changed, 51 insertions(+), 12 deletions(-) diff --git a/datajunction-server/tests/api/cubes_test.py b/datajunction-server/tests/api/cubes_test.py index 57c69bc07..84604fad7 100644 --- a/datajunction-server/tests/api/cubes_test.py +++ b/datajunction-server/tests/api/cubes_test.py @@ -3588,6 +3588,7 @@ async def test_cube_materialization_metadata( "name": "count_c8e42e74", "rule": { "level": None, + "semi_additive": None, "type": "full", }, }, @@ -3599,6 +3600,7 @@ async def test_cube_materialization_metadata( "name": "discount_sum_30b84e6c", "rule": { "level": None, + "semi_additive": None, "type": "full", }, }, @@ -3610,6 +3612,7 @@ async def test_cube_materialization_metadata( "name": "price_count_935e7117", "rule": { "level": None, + "semi_additive": None, "type": "full", }, }, @@ -3621,6 +3624,7 @@ async def test_cube_materialization_metadata( "name": "price_discount_sum_e4ba5456", "rule": { "level": None, + "semi_additive": None, "type": "full", }, }, @@ -3632,6 +3636,7 @@ async def test_cube_materialization_metadata( "name": "price_sum_935e7117", "rule": { "level": None, + "semi_additive": None, "type": "full", }, }, @@ -3643,6 +3648,7 @@ async def test_cube_materialization_metadata( "name": "repair_order_id_count_bd241964", "rule": { "level": None, + "semi_additive": None, "type": "full", }, }, @@ -3654,6 +3660,7 @@ async def test_cube_materialization_metadata( "name": "total_repair_cost_sum_67874507", "rule": { "level": None, + "semi_additive": None, "type": "full", }, }, @@ -3773,6 +3780,7 @@ async def test_cube_materialization_metadata( "name": "price_sum_252381cf", "rule": { "level": None, + "semi_additive": None, "type": "full", }, }, @@ -4025,7 +4033,7 @@ async def test_cube_materialization_metadata( "grain_alias": None, "aggregation": "COUNT", "merge": "SUM", - "rule": {"type": "full", "level": None}, + "rule": {"type": "full", "level": None, "semi_additive": None}, }, { "name": "discount_sum_30b84e6c", @@ -4033,7 +4041,7 @@ async def test_cube_materialization_metadata( "grain_alias": None, "aggregation": "SUM", "merge": "SUM", - "rule": {"type": "full", "level": None}, + "rule": {"type": "full", "level": None, "semi_additive": None}, }, { "name": "price_count_935e7117", @@ -4041,7 +4049,7 @@ async def test_cube_materialization_metadata( "grain_alias": None, "aggregation": "COUNT", "merge": "SUM", - "rule": {"type": "full", "level": None}, + "rule": {"type": "full", "level": None, "semi_additive": None}, }, { "name": "price_discount_sum_e4ba5456", @@ -4049,7 +4057,7 @@ async def test_cube_materialization_metadata( "grain_alias": None, "aggregation": "SUM", "merge": "SUM", - "rule": {"type": "full", "level": None}, + "rule": {"type": "full", "level": None, "semi_additive": None}, }, { "name": "price_sum_935e7117", @@ -4057,7 +4065,7 @@ async def test_cube_materialization_metadata( "grain_alias": None, "aggregation": "SUM", "merge": "SUM", - "rule": {"type": "full", "level": None}, + "rule": {"type": "full", "level": None, "semi_additive": None}, }, { "name": "repair_order_id_count_bd241964", @@ -4065,7 +4073,7 @@ async def test_cube_materialization_metadata( "grain_alias": None, "aggregation": "COUNT", "merge": "SUM", - "rule": {"type": "full", "level": None}, + "rule": {"type": "full", "level": None, "semi_additive": None}, }, { "name": "total_repair_cost_sum_67874507", @@ -4073,7 +4081,7 @@ async def test_cube_materialization_metadata( "grain_alias": None, "aggregation": "SUM", "merge": "SUM", - "rule": {"type": "full", "level": None}, + "rule": {"type": "full", "level": None, "semi_additive": None}, }, { "name": "price_sum_252381cf", @@ -4081,7 +4089,7 @@ async def test_cube_materialization_metadata( "grain_alias": None, "aggregation": "SUM", "merge": "SUM", - "rule": {"type": "full", "level": None}, + "rule": {"type": "full", "level": None, "semi_additive": None}, }, ], "timestamp_column": "hire_date", @@ -4804,6 +4812,17 @@ class TestCubeMaterializeV2SuccessPaths: and mock the query service client to test the full endpoint flow. """ + @pytest.fixture(autouse=True) + def _preserve_app_dependency_overrides( + self, + client_with_repairs_cube: AsyncClient, + ): + """Protect module-scoped client overrides from function-scoped clients.""" + original_overrides = dict(client_with_repairs_cube.app.dependency_overrides) + yield + client_with_repairs_cube.app.dependency_overrides.clear() + client_with_repairs_cube.app.dependency_overrides.update(original_overrides) + @pytest.mark.asyncio async def test_materialize_semi_additive_cube_without_protected_dimension_fails( self, @@ -5704,6 +5723,12 @@ async def test_materialize_cube_returns_metric_combiners( mock_qs_client.materialize_cube_v2.return_value = mocker.MagicMock( urls=["http://workflow/test-cube"], ) + had_query_service_override = get_query_service_client in ( + client.app.dependency_overrides + ) + original_query_service_override = client.app.dependency_overrides.get( + get_query_service_client, + ) client.app.dependency_overrides[get_query_service_client] = lambda: ( mock_qs_client ) @@ -5891,8 +5916,12 @@ async def test_materialize_cube_returns_metric_combiners( ] finally: # Clean up dependency override - if get_query_service_client in client.app.dependency_overrides: - del client.app.dependency_overrides[get_query_service_client] + if had_query_service_override: + client.app.dependency_overrides[get_query_service_client] = ( + original_query_service_override + ) + else: + client.app.dependency_overrides.pop(get_query_service_client, None) class TestCubeDeactivateSuccessPaths: @@ -6128,6 +6157,12 @@ async def test_deactivate_cube_uses_stored_workflow_names( urls=["http://workflow/cube-workflow"], workflow_names=["cube_wf_name_1"], ) + had_query_service_override = get_query_service_client in ( + client.app.dependency_overrides + ) + original_query_service_override = client.app.dependency_overrides.get( + get_query_service_client, + ) client.app.dependency_overrides[get_query_service_client] = lambda: ( mock_qs_client ) @@ -6155,8 +6190,12 @@ async def test_deactivate_cube_uses_stored_workflow_names( # The old path should NOT have been called mock_qs_client.deactivate_cube_workflow.assert_not_called() finally: - if get_query_service_client in client.app.dependency_overrides: - del client.app.dependency_overrides[get_query_service_client] + if had_query_service_override: + client.app.dependency_overrides[get_query_service_client] = ( + original_query_service_override + ) + else: + client.app.dependency_overrides.pop(get_query_service_client, None) class TestCubeBackfillSuccessPaths: From 161e255a37a4bdd912c99cba5a47f7256fad63d2 Mon Sep 17 00:00:00 2001 From: Beto Dealmeida Date: Thu, 27 Aug 2026 10:08:25 -0400 Subject: [PATCH 08/27] Make _semi_additive_dimension_requested role-sensitive --- .../construction/build_v3/decomposition.py | 14 ++++--- .../construction/build_v3/metrics.py | 14 +++++-- .../build_v3/decomposition_test.py | 37 +++++++++++++++++++ .../construction/build_v3/metrics_sql_test.py | 25 +++++++++++++ 4 files changed, 81 insertions(+), 9 deletions(-) diff --git a/datajunction-server/datajunction_server/construction/build_v3/decomposition.py b/datajunction-server/datajunction_server/construction/build_v3/decomposition.py index 7ee66c788..9b7e20f8f 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/decomposition.py +++ b/datajunction-server/datajunction_server/construction/build_v3/decomposition.py @@ -348,8 +348,8 @@ def _semi_additive_dimension_requested( """ Whether the protected dimension is already in the requested output grain. - Exact role-qualified requests count, as do role-stripped requests to the same - node column. Coarser dimensions on the same node do not count. + Role-qualified dimensions only count when the role matches exactly. Coarser + dimensions on the same node do not count. """ protected_base = _dimension_ref_base(protected_dimension) protected_role = _dimension_ref_role(protected_dimension) @@ -359,11 +359,13 @@ def _semi_additive_dimension_requested( requested_role = _dimension_ref_role(requested) if requested == protected_dimension: return True - if requested_base == protected_base and ( - requested_role is None or protected_role is None - ): + if requested_base == protected_base and requested_role == protected_role: return True - if requested == protected_col: + if ( + protected_role is None + and requested_role is None + and requested == protected_col + ): return True return False diff --git a/datajunction-server/datajunction_server/construction/build_v3/metrics.py b/datajunction-server/datajunction_server/construction/build_v3/metrics.py index 984062903..a81bea585 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/metrics.py +++ b/datajunction-server/datajunction_server/construction/build_v3/metrics.py @@ -96,13 +96,21 @@ def _dimension_ref_base(ref: str) -> str: return ref.split("[", 1)[0] +def _dimension_ref_role(ref: str) -> str | None: + """Return the role suffix for a dimension ref, if any.""" + if "[" not in ref: + return None + return ref.rsplit("[", 1)[1].rstrip("]") + + def _source_dimension_alias(ctx: BuildContext, dimension_ref: str) -> str | None: """ Return the registered source column alias for a dimension ref. """ - return ctx.alias_registry.get_alias(dimension_ref) or ctx.alias_registry.get_alias( - _dimension_ref_base(dimension_ref), - ) + alias = ctx.alias_registry.get_alias(dimension_ref) + if alias or _dimension_ref_role(dimension_ref) is not None: + return alias + return ctx.alias_registry.get_alias(_dimension_ref_base(dimension_ref)) def _metric_refs_from_query(ctx: BuildContext, metric_name: str) -> set[str]: diff --git a/datajunction-server/tests/construction/build_v3/decomposition_test.py b/datajunction-server/tests/construction/build_v3/decomposition_test.py index 5a8a6af39..b7d476ef1 100644 --- a/datajunction-server/tests/construction/build_v3/decomposition_test.py +++ b/datajunction-server/tests/construction/build_v3/decomposition_test.py @@ -5,9 +5,11 @@ import pytest from datajunction_server.construction.build_v3.decomposition import ( + _semi_additive_dimension_requested, get_base_metrics_for_derived, is_derived_metric, ) +from datajunction_server.construction.build_v3.metrics import _source_dimension_alias from datajunction_server.construction.build_v3.types import BuildContext from datajunction_server.models.node_type import NodeType @@ -223,6 +225,41 @@ def test_metric_with_only_dimension_parent_not_derived(self): assert result is False +@pytest.mark.parametrize( + ("protected_dimension", "requested_dimensions", "expected"), + [ + ("v3.date.date_id[order]", ["v3.date.date_id[order]"], True), + ("v3.date.date_id[order]", ["v3.date.date_id"], False), + ("v3.date.date_id[order]", ["v3.date.date_id[ship]"], False), + ("v3.date.date_id[order]", ["date_id"], False), + ("v3.date.date_id", ["v3.date.date_id"], True), + ("v3.date.date_id", ["date_id"], True), + ("v3.date.date_id", ["v3.date.date_id[order]"], False), + ], +) +def test_semi_additive_dimension_requested_is_role_sensitive( + protected_dimension, + requested_dimensions, + expected, +): + """A role-less ref must not satisfy a role-qualified protected dimension.""" + assert ( + _semi_additive_dimension_requested(protected_dimension, requested_dimensions) + is expected + ) + + +def test_source_dimension_alias_does_not_fall_back_for_roled_refs(): + """A roled protected dimension must collapse by that role's physical alias.""" + ctx = BuildContext(session=MagicMock(), metrics=[], dimensions=[]) + ctx.alias_registry.register("v3.date.date_id") + ctx.alias_registry.register("v3.date.date_id[ship]") + + assert _source_dimension_alias(ctx, "v3.date.date_id[order]") is None + assert _source_dimension_alias(ctx, "v3.date.date_id[ship]") == "date_id_ship" + assert _source_dimension_alias(ctx, "v3.date.date_id") == "date_id" + + @pytest.mark.asyncio async def test_decomposition_with_dimension_parent_integration( module__client_with_build_v3, diff --git a/datajunction-server/tests/construction/build_v3/metrics_sql_test.py b/datajunction-server/tests/construction/build_v3/metrics_sql_test.py index 18baf7b3c..d2f9659b2 100644 --- a/datajunction-server/tests/construction/build_v3/metrics_sql_test.py +++ b/datajunction-server/tests/construction/build_v3/metrics_sql_test.py @@ -583,6 +583,31 @@ async def test_semi_additive_uses_normal_aggregation_when_protected_dimension_re ) assert "MAX_BY" not in response.json()["sql"] + @pytest.mark.asyncio + async def test_semi_additive_collapses_when_roleless_base_dimension_requested( + self, + client_with_build_v3, + ): + """A role-less dimension request does not satisfy a roled protected grain.""" + await self._create_daily_balance_metric(client_with_build_v3) + + response = await client_with_build_v3.get( + "/sql/metrics/v3/", + params={ + "metrics": ["v3.daily_balance"], + "dimensions": ["v3.date.date_id"], + "use_materialized": "false", + }, + ) + assert response.status_code == 200, response.json() + + sql = response.json()["sql"] + assert "MAX_BY(" in sql + assert "order_details_0.date_id_order" in sql + assert ( + "SUM(order_details_0.line_total_sum_e1f61696) AS daily_balance" not in sql + ) + @pytest.mark.asyncio async def test_semi_additive_collapses_with_coarser_time_dimension( self, From ab7c6d8cae7f165e7994fd019d39665a79275f2b Mon Sep 17 00:00:00 2001 From: Beto Dealmeida Date: Fri, 28 Aug 2026 15:02:05 -0400 Subject: [PATCH 09/27] Show in UI --- datajunction-query/uv.lock | 510 ++++++++++-------- .../src/app/pages/NodePage/NodeInfoTab.jsx | 45 ++ .../NodePage/__tests__/NodePage.test.jsx | 44 ++ datajunction-ui/src/app/services/DJService.js | 4 + .../app/services/__tests__/DJService.test.jsx | 7 + 5 files changed, 380 insertions(+), 230 deletions(-) diff --git a/datajunction-query/uv.lock b/datajunction-query/uv.lock index 085cb0ecd..a166f9f24 100644 --- a/datajunction-query/uv.lock +++ b/datajunction-query/uv.lock @@ -1,10 +1,11 @@ version = 1 revision = 3 -requires-python = ">=3.10, <4.0" +requires-python = ">=3.11, <4.0" resolution-markers = [ - "python_full_version >= '3.12'", - "python_full_version == '3.11.*'", - "python_full_version < '3.11'", + "python_full_version >= '3.14'", + "python_full_version == '3.13.*'", + "python_full_version == '3.12.*'", + "python_full_version < '3.12'", ] [[package]] @@ -23,7 +24,6 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "mako" }, { name = "sqlalchemy" }, - { name = "tomli", marker = "python_full_version < '3.11'" }, { name = "typing-extensions" }, ] sdist = { url = "https://files.pythonhosted.org/packages/49/cc/aca263693b2ece99fa99a09b6d092acb89973eb2bb575faef1777e04f8b4/alembic-1.18.1.tar.gz", hash = "sha256:83ac6b81359596816fb3b893099841a0862f2117b2963258e965d70dc62fb866", size = 2044319, upload-time = "2026-01-14T18:53:14.907Z" } @@ -54,7 +54,6 @@ name = "anyio" version = "4.12.1" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "exceptiongroup", marker = "python_full_version < '3.11'" }, { name = "idna" }, { name = "typing-extensions", marker = "python_full_version < '3.13'" }, ] @@ -76,23 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-1).join('.'); +}; + +const semiAdditiveFunctionLabel = func => + func ? labelize(func.toLowerCase()) : null; + // interface MetricInfo { // name: string; // current: MetricRevision; @@ -59,6 +74,7 @@ export default function NodeInfoTab({ node }) { expression: metric.current.metricMetadata?.expression, incompatible_druid_functions: metric.current.metricMetadata?.incompatibleDruidFunctions || [], + semi_additive: metric.current.semiAdditive, }); }; if (node.type === 'metric') { @@ -267,6 +283,35 @@ export default function NodeInfoTab({ node }) { {metricInfo?.metric_metadata?.significantDigits || 'None'}

+
+
Semi-Additive
+

+ {metricInfo?.semi_additive ? ( + <> + {semiAdditiveFunctionLabel(metricInfo.semi_additive.function)} + {' on '} + {dimensionNodePath(metricInfo.semi_additive.dimension) ? ( + + {metricInfo.semi_additive.dimension} + + ) : ( + metricInfo.semi_additive.dimension + )} + + ) : ( + 'None' + )} +

+
) : ( diff --git a/datajunction-ui/src/app/pages/NodePage/__tests__/NodePage.test.jsx b/datajunction-ui/src/app/pages/NodePage/__tests__/NodePage.test.jsx index 7fe47c5ff..349c2fdbf 100644 --- a/datajunction-ui/src/app/pages/NodePage/__tests__/NodePage.test.jsx +++ b/datajunction-ui/src/app/pages/NodePage/__tests__/NodePage.test.jsx @@ -388,6 +388,10 @@ describe('', () => { screen.getByRole('dialog', { name: 'RequiredDimensions' }), ).toHaveTextContent(''); + expect( + screen.getByRole('dialog', { name: 'SemiAdditive' }), + ).toHaveTextContent('None'); + expect( screen.getByRole('dialog', { name: 'DisplayName' }), ).toHaveTextContent('Default: Num Repair Orders'); @@ -414,6 +418,46 @@ describe('', () => { expect(container.getElementsByClassName('language-sql')).toMatchSnapshot(); }, 60000); + it('renders semi-additive metric information with a dimension link', async () => { + const djClient = mockDJClient(); + djClient.DataJunctionAPI.node.mockReturnValue(mocks.mockMetricNode); + djClient.DataJunctionAPI.getMetric.mockResolvedValue({ + ...mocks.mockMetricNodeJson, + current: { + ...mocks.mockMetricNodeJson.current, + semiAdditive: { + dimension: 'v3.date.date_id[order]', + function: 'LAST_VALUE', + }, + }, + }); + const element = ( + + + + ); + render( + + + + + , + ); + + const semiAdditive = await screen.findByRole('dialog', { + name: 'SemiAdditive', + }); + await waitFor(() => { + expect(semiAdditive).toHaveTextContent( + 'Last Value on v3.date.date_id[order]', + ); + }); + + expect( + screen.getByRole('link', { name: 'v3.date.date_id[order]' }), + ).toHaveAttribute('href', '/nodes/v3.date'); + }, 60000); + it('hides Edit and shows the read-only badge for a node in a read-only (flat git) namespace', async () => { const djClient = mockDJClient(); djClient.DataJunctionAPI.node.mockReturnValue(mocks.mockMetricNode); diff --git a/datajunction-ui/src/app/services/DJService.js b/datajunction-ui/src/app/services/DJService.js index 86e0cc1d0..3b26bd43d 100644 --- a/datajunction-ui/src/app/services/DJService.js +++ b/datajunction-ui/src/app/services/DJService.js @@ -608,6 +608,10 @@ export const DataJunctionAPI = { requiredDimensions { name } + semiAdditive { + dimension + function + } } } } diff --git a/datajunction-ui/src/app/services/__tests__/DJService.test.jsx b/datajunction-ui/src/app/services/__tests__/DJService.test.jsx index 33bf11af1..43e0ae87f 100644 --- a/datajunction-ui/src/app/services/__tests__/DJService.test.jsx +++ b/datajunction-ui/src/app/services/__tests__/DJService.test.jsx @@ -1265,6 +1265,7 @@ describe('DataJunctionAPI', () => { }), ); await DataJunctionAPI.getMetric('default.num_repair_orders'); + const requestBody = JSON.parse(fetch.mock.calls[0][1].body); expect(fetch).toHaveBeenCalledWith( `${DJ_URL}/graphql`, expect.objectContaining({ @@ -1275,6 +1276,12 @@ describe('DataJunctionAPI', () => { }, }), ); + expect(requestBody.variables).toEqual({ + name: 'default.num_repair_orders', + }); + expect(requestBody.query).toContain('semiAdditive'); + expect(requestBody.query).toContain('dimension'); + expect(requestBody.query).toContain('function'); }); it('calls notebookExportCube correctly', async () => { From 5beb5b45a1765d77f9ac026a7dd67d816892d3dc Mon Sep 17 00:00:00 2001 From: Beto Dealmeida Date: Fri, 28 Aug 2026 15:31:30 -0400 Subject: [PATCH 10/27] Create/edit fields --- .../AddEditNodePage/SemiAdditiveFields.jsx | 83 +++++++ .../AddEditNodePageFormSuccess.test.jsx | 232 ++++++++++++++++++ .../src/app/pages/AddEditNodePage/index.jsx | 79 ++++-- .../src/app/pages/AddEditNodePage/styles.css | 10 + datajunction-ui/src/app/services/DJService.js | 8 + .../app/services/__tests__/DJService.test.jsx | 101 ++++++++ 6 files changed, 498 insertions(+), 15 deletions(-) create mode 100644 datajunction-ui/src/app/pages/AddEditNodePage/SemiAdditiveFields.jsx diff --git a/datajunction-ui/src/app/pages/AddEditNodePage/SemiAdditiveFields.jsx b/datajunction-ui/src/app/pages/AddEditNodePage/SemiAdditiveFields.jsx new file mode 100644 index 000000000..b146434f1 --- /dev/null +++ b/datajunction-ui/src/app/pages/AddEditNodePage/SemiAdditiveFields.jsx @@ -0,0 +1,83 @@ +/** + * Semi-additive metric controls. + */ +import { ErrorMessage, Field, useField, useFormikContext } from 'formik'; +import { useContext, useEffect, useMemo, useState } from 'react'; +import DJClientContext from '../../providers/djclient'; +import { labelize } from '../../../utils/form'; +import { FormikSelect } from './FormikSelect'; + +const SEMI_ADDITIVE_FUNCTIONS = ['last_value', 'first_value', 'min', 'max']; + +export const SemiAdditiveFields = () => { + const djClient = useContext(DJClientContext).DataJunctionAPI; + const { values } = useFormikContext(); + const [dimensionField] = useField('semi_additive_dimension'); + const [dimensionOptions, setDimensionOptions] = useState([]); + + useEffect(() => { + const fetchData = async () => { + if (values.upstream_node) { + const data = await djClient.node(values.upstream_node); + setDimensionOptions( + data.columns.map(col => ({ + value: col.name, + label: col.name, + })), + ); + } else { + setDimensionOptions([]); + } + }; + fetchData().catch(console.error); + }, [djClient, values.upstream_node]); + + const selectOptions = useMemo(() => { + if ( + !dimensionField.value || + dimensionOptions.some(option => option.value === dimensionField.value) + ) { + return dimensionOptions; + } + return [ + { value: dimensionField.value, label: dimensionField.value }, + ...dimensionOptions, + ]; + }, [dimensionField.value, dimensionOptions]); + + return ( +
+
+ + + + + +
+
+ + + + + {SEMI_ADDITIVE_FUNCTIONS.map(func => ( + + ))} + +
+
+ ); +}; diff --git a/datajunction-ui/src/app/pages/AddEditNodePage/__tests__/AddEditNodePageFormSuccess.test.jsx b/datajunction-ui/src/app/pages/AddEditNodePage/__tests__/AddEditNodePageFormSuccess.test.jsx index f399c4b8d..a242dd9a9 100644 --- a/datajunction-ui/src/app/pages/AddEditNodePage/__tests__/AddEditNodePageFormSuccess.test.jsx +++ b/datajunction-ui/src/app/pages/AddEditNodePage/__tests__/AddEditNodePageFormSuccess.test.jsx @@ -156,6 +156,95 @@ describe('AddEditNodePage submission succeeded', () => { ); }, 60000); + it('for creating a semi-additive metric node', async () => { + const mockDjClient = initializeMockDJClient(); + mockDjClient.DataJunctionAPI.createNode.mockReturnValue({ + status: 200, + json: { name: 'default.some_test_metric' }, + }); + + mockDjClient.DataJunctionAPI.tagsNode.mockReturnValue({ + status: 200, + json: { message: 'Success' }, + }); + + mockDjClient.DataJunctionAPI.node.mockResolvedValue({ + columns: [{ name: 'v3.date.date_id[order]' }], + }); + + mockDjClient.DataJunctionAPI.listTags.mockReturnValue([ + { name: 'purpose', display_name: 'Purpose' }, + { name: 'intent', display_name: 'Intent' }, + ]); + + mockDjClient.DataJunctionAPI.listMetricMetadata.mockReturnValue( + mocks.metricMetadata, + ); + + mockDjClient.DataJunctionAPI.whoami.mockReturnValue({ + id: 123, + username: 'test_user', + }); + + const element = testElement(mockDjClient); + const { getByTestId } = renderCreateMetric(element); + + await userEvent.type( + screen.getByLabelText('Display Name *'), + 'Some Test Metric', + ); + const selectUpstream = screen.getByTestId('select-upstream-node'); + fireEvent.keyDown(selectUpstream.firstChild, { key: 'ArrowDown' }); + fireEvent.click(screen.getByText('default.repair_orders')); + + await waitFor(() => { + expect(mockDjClient.DataJunctionAPI.node).toHaveBeenCalledWith( + 'default.repair_orders', + ); + }); + + const selectSemiAdditiveDimension = getByTestId( + 'select-semi-additive-dimension', + ); + fireEvent.keyDown(selectSemiAdditiveDimension.firstChild, { + key: 'ArrowDown', + }); + fireEvent.click(await screen.findByText('v3.date.date_id[order]')); + fireEvent.change(screen.getByLabelText('Semi-Additive Type'), { + target: { value: 'last_value' }, + }); + + await userEvent.type( + screen.getByLabelText('Aggregate Expression *'), + 'SUM(balance)', + ); + await userEvent.click(screen.getByText('Create metric')); + + await waitFor( + () => { + expect(mockDjClient.DataJunctionAPI.createNode).toBeCalledWith( + 'metric', + 'default.some_test_metric', + 'Some Test Metric', + '', + 'SELECT SUM(balance) \n FROM default.repair_orders', + 'published', + 'default', + null, + undefined, + undefined, + undefined, + null, + { + dimension: 'v3.date.date_id[order]', + function: 'last_value', + }, + ); + }, + { timeout: 10000 }, + ); + }, 60000); + it('for editing a transform or dimension node', async () => { const mockDjClient = initializeMockDJClient(); @@ -288,4 +377,147 @@ describe('AddEditNodePage submission succeeded', () => { ).toBeInTheDocument(); }); }, 1000000); + + it('for editing a semi-additive metric node', async () => { + const mockDjClient = initializeMockDJClient(); + + mockDjClient.DataJunctionAPI.getNodeForEditing.mockReturnValue({ + ...mocks.mockGetMetricNode, + current: { + ...mocks.mockGetMetricNode.current, + semiAdditive: { + dimension: 'v3.date.date_id[order]', + function: 'last_value', + }, + }, + }); + mockDjClient.DataJunctionAPI.patchNode = vi.fn(); + mockDjClient.DataJunctionAPI.patchNode.mockReturnValue({ + status: 201, + json: { name: 'default.num_repair_orders', type: 'metric' }, + }); + + mockDjClient.DataJunctionAPI.tagsNode.mockReturnValue({ + status: 200, + json: { message: 'Success' }, + }); + + mockDjClient.DataJunctionAPI.listTags.mockReturnValue([ + { name: 'purpose', display_name: 'Purpose' }, + { name: 'intent', display_name: 'Intent' }, + ]); + + mockDjClient.DataJunctionAPI.whoami.mockReturnValue({ + id: 123, + username: 'test_user', + }); + + const element = testElement(mockDjClient); + renderEditNode(element); + + await waitFor(() => { + expect(screen.getByLabelText('Semi-Additive Type')).toHaveValue( + 'last_value', + ); + expect(screen.getByText('v3.date.date_id[order]')).toBeInTheDocument(); + }); + + await userEvent.type(screen.getByLabelText('Description'), '!!!'); + await userEvent.click(screen.getByText('Save')); + + await waitFor(() => { + expect(mockDjClient.DataJunctionAPI.patchNode).toBeCalledWith( + 'default.num_repair_orders', + 'Default: Num Repair Orders', + 'Number of repair orders!!!', + 'SELECT count(repair_order_id) \n FROM default.repair_orders', + 'published', + ['repair_order_id', 'country'], + 'neutral', + 'unitless', + 5, + [], + ['dj'], + { key1: 'value1', key2: 'value2' }, + { + dimension: 'v3.date.date_id[order]', + function: 'last_value', + }, + ); + }); + }, 1000000); + + it('for clearing semi-additive fields from a metric node', async () => { + const mockDjClient = initializeMockDJClient(); + + mockDjClient.DataJunctionAPI.getNodeForEditing.mockReturnValue({ + ...mocks.mockGetMetricNode, + current: { + ...mocks.mockGetMetricNode.current, + semiAdditive: { + dimension: 'v3.date.date_id[order]', + function: 'last_value', + }, + }, + }); + mockDjClient.DataJunctionAPI.patchNode = vi.fn(); + mockDjClient.DataJunctionAPI.patchNode.mockReturnValue({ + status: 201, + json: { name: 'default.num_repair_orders', type: 'metric' }, + }); + + mockDjClient.DataJunctionAPI.tagsNode.mockReturnValue({ + status: 200, + json: { message: 'Success' }, + }); + + mockDjClient.DataJunctionAPI.listTags.mockReturnValue([ + { name: 'purpose', display_name: 'Purpose' }, + { name: 'intent', display_name: 'Intent' }, + ]); + + mockDjClient.DataJunctionAPI.whoami.mockReturnValue({ + id: 123, + username: 'test_user', + }); + + const element = testElement(mockDjClient); + renderEditNode(element); + + await waitFor(() => { + expect(screen.getByLabelText('Semi-Additive Type')).toHaveValue( + 'last_value', + ); + expect(screen.getByText('v3.date.date_id[order]')).toBeInTheDocument(); + }); + + const clearSemiAdditiveDimension = screen + .getByTestId('select-semi-additive-dimension') + .querySelector('.SemiAdditiveDimension__clear-indicator'); + expect(clearSemiAdditiveDimension).toBeInTheDocument(); + fireEvent.mouseDown(clearSemiAdditiveDimension, { button: 0 }); + fireEvent.change(screen.getByLabelText('Semi-Additive Type'), { + target: { value: '' }, + }); + + await userEvent.click(screen.getByText('Save')); + + await waitFor(() => { + expect(mockDjClient.DataJunctionAPI.patchNode).toBeCalledWith( + 'default.num_repair_orders', + 'Default: Num Repair Orders', + 'Number of repair orders', + 'SELECT count(repair_order_id) \n FROM default.repair_orders', + 'published', + ['repair_order_id', 'country'], + 'neutral', + 'unitless', + 5, + [], + ['dj'], + { key1: 'value1', key2: 'value2' }, + null, + ); + }); + }, 1000000); }); diff --git a/datajunction-ui/src/app/pages/AddEditNodePage/index.jsx b/datajunction-ui/src/app/pages/AddEditNodePage/index.jsx index 2dc0acb22..d79fd63fa 100644 --- a/datajunction-ui/src/app/pages/AddEditNodePage/index.jsx +++ b/datajunction-ui/src/app/pages/AddEditNodePage/index.jsx @@ -27,6 +27,7 @@ import { RequiredDimensionsSelect } from './RequiredDimensionsSelect'; import LoadingIcon from '../../icons/LoadingIcon'; import { ColumnsSelect } from './ColumnsSelect'; import { CustomMetadataField } from './CustomMetadataField'; +import { SemiAdditiveFields } from './SemiAdditiveFields'; class Action { static Add = new Action('add'); @@ -71,6 +72,9 @@ export function AddEditNodePage({ extensions = {} }) { mode: 'published', owners: [], custom_metadata: '', + semi_additive_dimension: '', + semi_additive_function: '', + had_semi_additive: false, }; const validator = values => { @@ -92,6 +96,14 @@ export function AddEditNodePage({ extensions = {} }) { if (values.type !== 'metric' && !values.query) { errors.query = 'Required'; } + if (values.type === 'metric') { + if (values.semi_additive_dimension && !values.semi_additive_function) { + errors.semi_additive_function = 'Required'; + } + if (values.semi_additive_function && !values.semi_additive_dimension) { + errors.semi_additive_dimension = 'Required'; + } + } return errors; }; @@ -161,8 +173,19 @@ export function AddEditNodePage({ extensions = {} }) { return `SELECT ${aggregateExpression}`; }; + const buildSemiAdditiveSpec = values => { + if (values.semi_additive_dimension && values.semi_additive_function) { + return { + dimension: values.semi_additive_dimension, + function: values.semi_additive_function, + }; + } + return values.had_semi_additive ? null : undefined; + }; + const createNode = async (values, setStatus) => { - const { status, json } = await djClient.createNode( + const semiAdditive = buildSemiAdditiveSpec(values); + const createNodeArgs = [ nodeType, values.name, values.display_name, @@ -180,7 +203,11 @@ export function AddEditNodePage({ extensions = {} }) { ? values.required_dimensions : undefined, parseCustomMetadata(values.custom_metadata), - ); + ]; + if (semiAdditive !== undefined) { + createNodeArgs.push(semiAdditive); + } + const { status, json } = await djClient.createNode(...createNodeArgs); if (status === 200 || status === 201) { if (values.tags) { await djClient.tagsNode(values.name, values.tags); @@ -201,7 +228,8 @@ export function AddEditNodePage({ extensions = {} }) { }; const patchNode = async (values, setStatus) => { - const { status, json } = await djClient.patchNode( + const semiAdditive = buildSemiAdditiveSpec(values); + const patchNodeArgs = [ values.name, values.display_name, values.description, @@ -219,7 +247,11 @@ export function AddEditNodePage({ extensions = {} }) { : undefined, values.owners, parseCustomMetadata(values.custom_metadata), - ); + ]; + if (semiAdditive !== undefined) { + patchNodeArgs.push(semiAdditive); + } + const { status, json } = await djClient.patchNode(...patchNodeArgs); const tagsResponse = await djClient.tagsNode( values.name, values.tags.map(tag => tag), @@ -296,6 +328,9 @@ export function AddEditNodePage({ extensions = {} }) { required_dimensions: node.current.requiredDimensions.map( dim => dim.name, ), + semi_additive_dimension: node.current.semiAdditive?.dimension || '', + semi_additive_function: node.current.semiAdditive?.function || '', + had_semi_additive: Boolean(node.current.semiAdditive), upstream_node: '', // Derived metrics have no upstream node aggregate_expression: derivedExpression, }; @@ -310,6 +345,9 @@ export function AddEditNodePage({ extensions = {} }) { required_dimensions: node.current.requiredDimensions.map( dim => dim.name, ), + semi_additive_dimension: node.current.semiAdditive?.dimension || '', + semi_additive_function: node.current.semiAdditive?.function || '', + had_semi_additive: Boolean(node.current.semiAdditive), upstream_node: nonMetricParent?.name || '', aggregate_expression: node.current.metricMetadata?.expression, }; @@ -360,6 +398,9 @@ export function AddEditNodePage({ extensions = {} }) { 'metric_direction', 'significant_digits', 'required_dimensions', + 'semi_additive_dimension', + 'semi_additive_function', + 'had_semi_additive', 'owners', 'custom_metadata', ]; @@ -495,16 +536,21 @@ export function AddEditNodePage({ extensions = {} }) { if (action === Action.Edit) { const data = await getExistingNodeData(name); runValidityChecks(data, setNode, setMessage); - updateFieldsWithNodeData( - data, - setFieldValue, - setNode, - setSelectTags, - setSelectPrimaryKey, - setSelectUpstreamNode, - setSelectRequiredDims, - setSelectOwners, - ); + if ( + data.message === undefined && + nodeCanBeEdited(data.type) + ) { + updateFieldsWithNodeData( + data, + setFieldValue, + setNode, + setSelectTags, + setSelectPrimaryKey, + setSelectUpstreamNode, + setSelectRequiredDims, + setSelectOwners, + ); + } } }; fetchData().catch(console.error); @@ -560,7 +606,10 @@ export function AddEditNodePage({ extensions = {} }) { /> )} {(nodeType === 'metric' || node.type === 'metric') && ( - + <> + + + )} diff --git a/datajunction-ui/src/app/pages/AddEditNodePage/styles.css b/datajunction-ui/src/app/pages/AddEditNodePage/styles.css index f18307426..72f274491 100644 --- a/datajunction-ui/src/app/pages/AddEditNodePage/styles.css +++ b/datajunction-ui/src/app/pages/AddEditNodePage/styles.css @@ -139,6 +139,16 @@ margin: 0 !important; } +.node-builder .SemiAdditiveFields { + gap: 12px; +} + +.node-builder .SemiAdditiveFields > * { + flex: 1; + min-width: 0; + margin: 0 !important; +} + /* Override legacy form-scoped element styling for inputs/selects/buttons. * Scope to the specific wrapper classes so we DON'T accidentally restyle * the hidden that lives inside react-select's Control — that input diff --git a/datajunction-ui/src/app/services/DJService.js b/datajunction-ui/src/app/services/DJService.js index 3b26bd43d..c8862c8d2 100644 --- a/datajunction-ui/src/app/services/DJService.js +++ b/datajunction-ui/src/app/services/DJService.js @@ -520,6 +520,10 @@ export const DataJunctionAPI = { requiredDimensions { name } + semiAdditive { + dimension + function + } mode customMetadata } @@ -751,6 +755,7 @@ export const DataJunctionAPI = { metric_unit, required_dimensions, custom_metadata, + semi_additive, ) { const metricMetadata = metric_direction || metric_unit @@ -771,6 +776,7 @@ export const DataJunctionAPI = { metric_metadata: metricMetadata, required_dimensions: required_dimensions, custom_metadata: custom_metadata, + semi_additive: semi_additive, }; // Remove undefined fields to avoid sending them to the API Object.keys(requestBody).forEach( @@ -801,6 +807,7 @@ export const DataJunctionAPI = { required_dimensions, owners, custom_metadata, + semi_additive, ) { try { const metricMetadata = @@ -822,6 +829,7 @@ export const DataJunctionAPI = { required_dimensions: required_dimensions, owners: owners, custom_metadata: custom_metadata, + semi_additive: semi_additive, }; // Remove undefined fields to avoid sending them to the API Object.keys(requestBody).forEach( diff --git a/datajunction-ui/src/app/services/__tests__/DJService.test.jsx b/datajunction-ui/src/app/services/__tests__/DJService.test.jsx index 43e0ae87f..fe21e5da0 100644 --- a/datajunction-ui/src/app/services/__tests__/DJService.test.jsx +++ b/datajunction-ui/src/app/services/__tests__/DJService.test.jsx @@ -182,6 +182,51 @@ describe('DataJunctionAPI', () => { }); }); + it('calls createNode with semi-additive metadata correctly', async () => { + fetch.mockResponseOnce(JSON.stringify({})); + await DataJunctionAPI.createNode( + 'metric', + 'default.daily_balance', + 'Daily Balance', + 'Daily balance', + 'SELECT sum(balance) FROM default.accounts', + 'published', + 'default', + null, + undefined, + undefined, + undefined, + null, + { + dimension: 'v3.date.date_id[order]', + function: 'last_value', + }, + ); + expect(fetch).toHaveBeenCalledWith(`${DJ_URL}/nodes/metric`, { + method: 'POST', + headers: { + 'Content-Type': 'application/json', + }, + body: JSON.stringify({ + name: 'default.daily_balance', + display_name: 'Daily Balance', + description: 'Daily balance', + query: 'SELECT sum(balance) FROM default.accounts', + mode: 'published', + namespace: 'default', + primary_key: null, + metric_metadata: null, + required_dimensions: undefined, + custom_metadata: null, + semi_additive: { + dimension: 'v3.date.date_id[order]', + function: 'last_value', + }, + }), + credentials: 'include', + }); + }); + it('calls patchNode correctly', async () => { const sampleArgs = [ 'name', @@ -233,6 +278,57 @@ describe('DataJunctionAPI', () => { }); }); + it('calls patchNode with semi-additive metadata correctly', async () => { + fetch.mockResponseOnce(JSON.stringify({})); + await DataJunctionAPI.patchNode( + 'default.daily_balance', + 'Daily Balance', + 'Daily balance', + 'SELECT sum(balance) FROM default.accounts', + 'published', + null, + 'neutral', + 'unitless', + 5, + [], + ['dj'], + null, + { + dimension: 'v3.date.date_id[order]', + function: 'last_value', + }, + ); + expect(fetch).toHaveBeenCalledWith( + `${DJ_URL}/nodes/default.daily_balance`, + { + method: 'PATCH', + headers: { + 'Content-Type': 'application/json', + }, + body: JSON.stringify({ + display_name: 'Daily Balance', + description: 'Daily balance', + query: 'SELECT sum(balance) FROM default.accounts', + mode: 'published', + primary_key: null, + metric_metadata: { + direction: 'neutral', + unit: 'unitless', + significant_digits: 5, + }, + required_dimensions: [], + owners: ['dj'], + custom_metadata: null, + semi_additive: { + dimension: 'v3.date.date_id[order]', + function: 'last_value', + }, + }), + credentials: 'include', + }, + ); + }); + it('calls createCube correctly', async () => { const sampleArgs = [ 'default.node_name', @@ -1899,7 +1995,12 @@ describe('DataJunctionAPI', () => { ); const result = await DataJunctionAPI.getNodeForEditing('default.node1'); + const requestBody = JSON.parse(fetch.mock.calls[0][1].body); expect(result).toHaveProperty('name', 'default.node1'); + expect(requestBody.variables).toEqual({ name: 'default.node1' }); + expect(requestBody.query).toContain('semiAdditive'); + expect(requestBody.query).toContain('dimension'); + expect(requestBody.query).toContain('function'); }); it('returns null when getNodeForEditing finds no nodes', async () => { From f0e41cfdcf6939f45b1e39766b3515655c767553 Mon Sep 17 00:00:00 2001 From: Beto Dealmeida Date: Fri, 28 Aug 2026 15:34:11 -0400 Subject: [PATCH 11/27] Fix current value on edit --- .../__tests__/AddEditNodePageFormSuccess.test.jsx | 4 ++-- .../src/app/pages/AddEditNodePage/index.jsx | 11 +++++++++-- 2 files changed, 11 insertions(+), 4 deletions(-) diff --git a/datajunction-ui/src/app/pages/AddEditNodePage/__tests__/AddEditNodePageFormSuccess.test.jsx b/datajunction-ui/src/app/pages/AddEditNodePage/__tests__/AddEditNodePageFormSuccess.test.jsx index a242dd9a9..5801d3e3e 100644 --- a/datajunction-ui/src/app/pages/AddEditNodePage/__tests__/AddEditNodePageFormSuccess.test.jsx +++ b/datajunction-ui/src/app/pages/AddEditNodePage/__tests__/AddEditNodePageFormSuccess.test.jsx @@ -387,7 +387,7 @@ describe('AddEditNodePage submission succeeded', () => { ...mocks.mockGetMetricNode.current, semiAdditive: { dimension: 'v3.date.date_id[order]', - function: 'last_value', + function: 'LAST_VALUE', }, }, }); @@ -456,7 +456,7 @@ describe('AddEditNodePage submission succeeded', () => { ...mocks.mockGetMetricNode.current, semiAdditive: { dimension: 'v3.date.date_id[order]', - function: 'last_value', + function: 'LAST_VALUE', }, }, }); diff --git a/datajunction-ui/src/app/pages/AddEditNodePage/index.jsx b/datajunction-ui/src/app/pages/AddEditNodePage/index.jsx index d79fd63fa..8b8fcbac2 100644 --- a/datajunction-ui/src/app/pages/AddEditNodePage/index.jsx +++ b/datajunction-ui/src/app/pages/AddEditNodePage/index.jsx @@ -183,6 +183,9 @@ export function AddEditNodePage({ extensions = {} }) { return values.had_semi_additive ? null : undefined; }; + const normalizeSemiAdditiveFunction = semiAdditiveFunction => + semiAdditiveFunction ? semiAdditiveFunction.toLowerCase() : ''; + const createNode = async (values, setStatus) => { const semiAdditive = buildSemiAdditiveSpec(values); const createNodeArgs = [ @@ -329,7 +332,9 @@ export function AddEditNodePage({ extensions = {} }) { dim => dim.name, ), semi_additive_dimension: node.current.semiAdditive?.dimension || '', - semi_additive_function: node.current.semiAdditive?.function || '', + semi_additive_function: normalizeSemiAdditiveFunction( + node.current.semiAdditive?.function, + ), had_semi_additive: Boolean(node.current.semiAdditive), upstream_node: '', // Derived metrics have no upstream node aggregate_expression: derivedExpression, @@ -346,7 +351,9 @@ export function AddEditNodePage({ extensions = {} }) { dim => dim.name, ), semi_additive_dimension: node.current.semiAdditive?.dimension || '', - semi_additive_function: node.current.semiAdditive?.function || '', + semi_additive_function: normalizeSemiAdditiveFunction( + node.current.semiAdditive?.function, + ), had_semi_additive: Boolean(node.current.semiAdditive), upstream_node: nonMetricParent?.name || '', aggregate_expression: node.current.metricMetadata?.expression, From d94c413667f47e51832f12a395aa5ece93966a2f Mon Sep 17 00:00:00 2001 From: Beto Dealmeida Date: Fri, 28 Aug 2026 16:35:03 -0400 Subject: [PATCH 12/27] Use reaggregate instead --- ...regate_add_reaggregate_to_noderevision.py} | 10 +- .../datajunction_server/api/cubes.py | 10 +- .../api/graphql/scalars/metricmetadata.py | 22 ++- .../api/graphql/scalars/node.py | 24 ++- .../api/graphql/schema.graphql | 23 ++- .../construction/build_v3/builder.py | 8 +- .../construction/build_v3/cube_matcher.py | 147 +++++++++--------- .../construction/build_v3/decomposition.py | 42 ++--- .../construction/build_v3/loaders.py | 2 +- .../construction/build_v3/measures.py | 18 +-- .../construction/build_v3/metrics.py | 32 ++-- .../construction/build_v3/preagg_matcher.py | 12 +- .../construction/build_v3/types.py | 4 +- .../datajunction_server/database/node.py | 12 +- .../datajunction_server/internal/client.py | 4 +- .../internal/deployment/orchestrator.py | 6 +- .../internal/deployment/validation.py | 30 ++-- .../internal/namespaces.py | 17 +- .../datajunction_server/internal/nodes.py | 34 ++-- .../internal/validation.py | 48 +++--- .../datajunction_server/models/decompose.py | 4 +- .../datajunction_server/models/deployment.py | 31 ++-- .../datajunction_server/models/metric.py | 6 +- .../datajunction_server/models/node.py | 8 +- .../datajunction_server/models/reaggregate.py | 76 +++++++++ .../models/semiadditive.py | 51 ------ .../datajunction_server/sql/decompose.py | 70 +++++---- datajunction-server/tests/api/cubes_test.py | 56 ++++--- datajunction-server/tests/api/metrics_test.py | 74 ++++++--- .../build_v3/cube_matcher_test.py | 20 ++- .../build_v3/decomposition_test.py | 6 +- .../construction/build_v3/metrics_sql_test.py | 52 ++++--- .../build_v3/preagg_substitution_test.py | 14 +- .../internal/deployment/validation_test.py | 32 ++-- .../tests/internal/namespaces_test.py | 26 ++++ .../nodes/derive_frozen_measures_test.py | 31 ++-- .../tests/sql/decompose_test.py | 40 +++-- ...ditiveFields.jsx => ReaggregateFields.jsx} | 22 +-- .../AddEditNodePageFormSuccess.test.jsx | 48 ++++-- .../src/app/pages/AddEditNodePage/index.jsx | 74 +++++---- .../src/app/pages/AddEditNodePage/styles.css | 4 +- .../src/app/pages/NodePage/NodeInfoTab.jsx | 24 +-- .../NodePage/__tests__/NodePage.test.jsx | 18 ++- datajunction-ui/src/app/services/DJService.js | 28 ++-- .../app/services/__tests__/DJService.test.jsx | 46 ++++-- 45 files changed, 796 insertions(+), 570 deletions(-) rename datajunction-server/datajunction_server/alembic/versions/{2026_08_24_0000-sa0001semiadditive_add_semi_additive_to_noderevision.py => 2026_08_24_0000-rg0001reaggregate_add_reaggregate_to_noderevision.py} (59%) create mode 100644 datajunction-server/datajunction_server/models/reaggregate.py delete mode 100644 datajunction-server/datajunction_server/models/semiadditive.py rename datajunction-ui/src/app/pages/AddEditNodePage/{SemiAdditiveFields.jsx => ReaggregateFields.jsx} (76%) diff --git a/datajunction-server/datajunction_server/alembic/versions/2026_08_24_0000-sa0001semiadditive_add_semi_additive_to_noderevision.py b/datajunction-server/datajunction_server/alembic/versions/2026_08_24_0000-rg0001reaggregate_add_reaggregate_to_noderevision.py similarity index 59% rename from datajunction-server/datajunction_server/alembic/versions/2026_08_24_0000-sa0001semiadditive_add_semi_additive_to_noderevision.py rename to datajunction-server/datajunction_server/alembic/versions/2026_08_24_0000-rg0001reaggregate_add_reaggregate_to_noderevision.py index 158baa01e..663c46590 100644 --- a/datajunction-server/datajunction_server/alembic/versions/2026_08_24_0000-sa0001semiadditive_add_semi_additive_to_noderevision.py +++ b/datajunction-server/datajunction_server/alembic/versions/2026_08_24_0000-rg0001reaggregate_add_reaggregate_to_noderevision.py @@ -1,7 +1,7 @@ """ -Add semi_additive column to noderevision +Add reaggregate column to noderevision -Revision ID: sa0001semiadditive +Revision ID: rg0001reaggregate Revises: nsboundaryflag1 Create Date: 2026-08-24 00:00:00.000000+00:00 """ @@ -10,7 +10,7 @@ from alembic import op # revision identifiers, used by Alembic. -revision = "sa0001semiadditive" +revision = "rg0001reaggregate" down_revision = "nsboundaryflag1" branch_labels = None depends_on = None @@ -19,9 +19,9 @@ def upgrade(): op.add_column( "noderevision", - sa.Column("semi_additive", sa.JSON(), nullable=True), + sa.Column("reaggregate", sa.JSON(), nullable=True), ) def downgrade(): - op.drop_column("noderevision", "semi_additive") + op.drop_column("noderevision", "reaggregate") diff --git a/datajunction-server/datajunction_server/api/cubes.py b/datajunction-server/datajunction_server/api/cubes.py index fc7346ef2..28385270c 100644 --- a/datajunction-server/datajunction_server/api/cubes.py +++ b/datajunction-server/datajunction_server/api/cubes.py @@ -15,7 +15,7 @@ build_combiner_sql_from_preaggs, ) from datajunction_server.construction.build_v3.cube_matcher import ( - validate_cube_semi_additive_materialization, + validate_cube_reaggregate_materialization, ) from datajunction_server.construction.build_v3.cte import strip_role_suffix from datajunction_server.construction.dimensions import build_dimensions_from_cube_query @@ -204,7 +204,7 @@ def _build_metrics_spec( return metrics -async def _validate_cube_semi_additive_materialization( +async def _validate_cube_reaggregate_materialization( session: AsyncSession, cube: Node, ) -> None: @@ -224,7 +224,7 @@ async def _validate_cube_semi_additive_materialization( dialect=Dialect.SPARK, use_materialized=False, ) - validate_cube_semi_additive_materialization( + validate_cube_reaggregate_materialization( cube.current, decomposed_metrics=ctx.decomposed_metrics, ) @@ -317,7 +317,7 @@ async def cube_materialization_info( message=f"Cube node `{name}` does not exist.", http_status_code=404, ) - await _validate_cube_semi_additive_materialization(session, node) + await _validate_cube_reaggregate_materialization(session, node) temporal_partitions = node.current.temporal_partition_columns() # type: ignore if len(temporal_partitions) != 1: raise DJInvalidInputException( @@ -550,7 +550,7 @@ async def materialize_cube( message=f"Cube '{name}' has no current revision", http_status_code=HTTPStatus.NOT_FOUND, ) - await _validate_cube_semi_additive_materialization(session, node) + await _validate_cube_reaggregate_materialization(session, node) cube_tps = cube_revision.temporal_partition_columns() diff --git a/datajunction-server/datajunction_server/api/graphql/scalars/metricmetadata.py b/datajunction-server/datajunction_server/api/graphql/scalars/metricmetadata.py index 50ed6594c..873c39b1e 100644 --- a/datajunction-server/datajunction_server/api/graphql/scalars/metricmetadata.py +++ b/datajunction-server/datajunction_server/api/graphql/scalars/metricmetadata.py @@ -15,16 +15,15 @@ MetricComponent as MetricComponent_, ) from datajunction_server.models.node import MetricDirection as MetricDirection_ -from datajunction_server.models.semiadditive import ( - SemiAdditiveCollapseFunction as SemiAdditiveCollapseFunction_, -) -from datajunction_server.models.semiadditive import ( - SemiAdditiveSpec as SemiAdditiveSpec_, +from datajunction_server.models.reaggregate import ( + DimensionReaggregateRule as DimensionReaggregateRule_, + ReaggregateSpec as ReaggregateSpec_, + ReaggregationFunction as ReaggregationFunction_, ) MetricDirection = strawberry.enum(MetricDirection_) Aggregability = strawberry.enum(Aggregability_) -SemiAdditiveCollapseFunction = strawberry.enum(SemiAdditiveCollapseFunction_) +ReaggregationFunction = strawberry.enum(ReaggregationFunction_) @strawberry.type @@ -39,8 +38,15 @@ class Unit: abbreviation: str | None -@strawberry.experimental.pydantic.type(model=SemiAdditiveSpec_, all_fields=True) -class SemiAdditiveSpec: ... +@strawberry.experimental.pydantic.type( + model=DimensionReaggregateRule_, + all_fields=True, +) +class DimensionReaggregateRule: ... + + +@strawberry.experimental.pydantic.type(model=ReaggregateSpec_, all_fields=True) +class ReaggregateSpec: ... @strawberry.experimental.pydantic.type(model=AggregationRule_, all_fields=True) diff --git a/datajunction-server/datajunction_server/api/graphql/scalars/node.py b/datajunction-server/datajunction_server/api/graphql/scalars/node.py index 7638ec9b8..33b1c89c0 100644 --- a/datajunction-server/datajunction_server/api/graphql/scalars/node.py +++ b/datajunction-server/datajunction_server/api/graphql/scalars/node.py @@ -31,8 +31,9 @@ ) from datajunction_server.api.graphql.scalars.metricmetadata import ( DecomposedMetric, + DimensionReaggregateRule, MetricMetadata, - SemiAdditiveSpec, + ReaggregateSpec, ) from datajunction_server.api.graphql.scalars.user import User from datajunction_server.api.graphql.utils import extract_fields @@ -46,7 +47,7 @@ from datajunction_server.models.node import NodeMode as NodeMode_ from datajunction_server.models.node import NodeStatus as NodeStatus_ from datajunction_server.models.node import NodeType as NodeType_ -from datajunction_server.models.semiadditive import parse_semi_additive_spec +from datajunction_server.models.reaggregate import parse_reaggregate_spec from datajunction_server.sql.parsing.backends.antlr4 import ast, parse NodeType = strawberry.enum(NodeType_) @@ -413,18 +414,25 @@ def materializations( required_dimensions: list[Column] | None = None @strawberry.field - def semi_additive(self, root: DBNodeRevision) -> SemiAdditiveSpec | None: + def reaggregate(self, root: DBNodeRevision) -> ReaggregateSpec | None: """ - Semi-additive metric declaration. + Metric reaggregation declaration. """ if root.type != NodeType.METRIC: return None - spec = parse_semi_additive_spec(root.semi_additive) + spec = parse_reaggregate_spec(root.reaggregate) if not spec: return None - return SemiAdditiveSpec( - dimension=spec.dimension, - function=spec.function, # type: ignore + return ReaggregateSpec( + fn=spec.fn, # type: ignore + weight=spec.weight, + rules=[ + DimensionReaggregateRule( + dimension=rule.dimension, + fn=rule.fn, # type: ignore + ) + for rule in spec.rules + ], ) @strawberry.field diff --git a/datajunction-server/datajunction_server/api/graphql/schema.graphql b/datajunction-server/datajunction_server/api/graphql/schema.graphql index 84fca2c03..95b8fc20f 100644 --- a/datajunction-server/datajunction_server/api/graphql/schema.graphql +++ b/datajunction-server/datajunction_server/api/graphql/schema.graphql @@ -7,7 +7,7 @@ enum Aggregability { type AggregationRule { type: Aggregability! level: [String!] - semiAdditive: SemiAdditiveSpec + reaggregate: DimensionReaggregateRule } type Attribute { @@ -398,7 +398,7 @@ type NodeRevision { dimensionLinks: [DimensionLink!]! availability: AvailabilityState materializations: [MaterializationConfig!] - semiAdditive: SemiAdditiveSpec + reaggregate: ReaggregateSpec primaryKey: [String!]! metricMetadata: MetricMetadata isDerivedMetric: Boolean! @@ -735,16 +735,27 @@ enum SemanticType { TIMESTAMP } -enum SemiAdditiveCollapseFunction { +type DimensionReaggregateRule { + dimension: String! + fn: ReaggregationFunction! +} + +enum ReaggregationFunction { + AUTO + NONE + SUM + AVG + WEIGHTED_AVG LAST_VALUE FIRST_VALUE MIN MAX } -type SemiAdditiveSpec { - dimension: String! - function: SemiAdditiveCollapseFunction! +type ReaggregateSpec { + fn: ReaggregationFunction + weight: String + rules: [DimensionReaggregateRule!]! } type Tag { diff --git a/datajunction-server/datajunction_server/construction/build_v3/builder.py b/datajunction-server/datajunction_server/construction/build_v3/builder.py index a5e984a13..747d7b181 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/builder.py +++ b/datajunction-server/datajunction_server/construction/build_v3/builder.py @@ -21,7 +21,7 @@ ) from datajunction_server.construction.build_v3.decomposition import ( decompose_and_group_metrics, - missing_semi_additive_dimensions, + missing_reaggregate_dimensions, ) from datajunction_server.construction.build_v3.dimensions import parse_dimension_ref from datajunction_server.construction.build_v3.filters import ( @@ -322,11 +322,11 @@ async def setup_build_context( # Add dimensions referenced in metric expressions (e.g., LAG ORDER BY) add_dimensions_from_metric_expressions(ctx, ctx.decomposed_metrics) output_dimensions_after_expression_scan = list(ctx.dimensions) - internal_semi_additive_dimensions = missing_semi_additive_dimensions( + internal_reaggregate_dimensions = missing_reaggregate_dimensions( ctx.decomposed_metrics.values(), output_dimensions_after_expression_scan, ) - for dimension in internal_semi_additive_dimensions: + for dimension in internal_reaggregate_dimensions: if dimension not in ctx.dimensions: ctx.dimensions.append(dimension) @@ -346,7 +346,7 @@ async def setup_build_context( if ( missing_dim_nodes or internally_added_roots - or internal_semi_additive_dimensions + or internal_reaggregate_dimensions ): await load_nodes(ctx) finally: diff --git a/datajunction-server/datajunction_server/construction/build_v3/cube_matcher.py b/datajunction-server/datajunction_server/construction/build_v3/cube_matcher.py index d492223e0..1d59feabc 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/cube_matcher.py +++ b/datajunction-server/datajunction_server/construction/build_v3/cube_matcher.py @@ -15,9 +15,9 @@ from sqlalchemy.orm import joinedload, load_only, noload, selectinload from datajunction_server.construction.build_v3.decomposition import ( - _semi_additive_dimension_requested, + _reaggregate_dimension_requested, is_derived_metric, - missing_semi_additive_dimensions, + missing_reaggregate_dimensions, ) from datajunction_server.construction.build_v3.dimensions import parse_dimension_ref from datajunction_server.construction.build_v3.filters import ( @@ -47,9 +47,9 @@ from datajunction_server.models.decompose import Aggregability from datajunction_server.models.dialect import Dialect from datajunction_server.models.node_type import NodeType -from datajunction_server.models.semiadditive import ( - SemiAdditiveCollapseFunction, - parse_semi_additive_spec, +from datajunction_server.models.reaggregate import ( + ReaggregationFunction, + dimension_reaggregate_rules, ) from datajunction_server.naming import amenable_name from datajunction_server.sql.decompose import MetricComponentExtractor @@ -62,53 +62,53 @@ # parsed: coverage can't be proven, so cube matching must fail SAFE (reject the # cube and fall back) rather than fail open and emit invalid SQL. _FILTER_COVERAGE_UNKNOWN = object() -SemiAdditiveRequirement = tuple[str, str, SemiAdditiveCollapseFunction] +ReaggregateRequirement = tuple[str, str, ReaggregationFunction] -def _semi_additive_requirements_for_cube_metrics( +def _reaggregate_requirements_for_cube_metrics( cube: NodeRevision, metrics: list[str], requested_dimensions: list[str], -) -> list[SemiAdditiveRequirement]: +) -> list[ReaggregateRequirement]: """ - Semi-additive metric requirements that are absent from the output grain. + Reaggregation requirements that are absent from the output grain. """ - requirements: list[SemiAdditiveRequirement] = [] + requirements: list[ReaggregateRequirement] = [] metric_names = set(metrics) for metric_revision in cube.metric_node_revisions(): if ( not metric_revision or metric_revision.name not in metric_names - or not metric_revision.semi_additive + or not metric_revision.reaggregate ): continue - semi_additive = parse_semi_additive_spec(metric_revision.semi_additive) - if semi_additive and not _semi_additive_dimension_requested( - semi_additive.dimension, - requested_dimensions, - ): - requirements.append( - ( - metric_revision.name, - semi_additive.dimension, - semi_additive.function, - ), - ) + for rule in dimension_reaggregate_rules(metric_revision.reaggregate): + if not _reaggregate_dimension_requested( + rule.dimension, + requested_dimensions, + ): + requirements.append( + ( + metric_revision.name, + rule.dimension, + rule.fn, + ), + ) return requirements -async def _semi_additive_requirements_for_metrics( +async def _reaggregate_requirements_for_metrics( session: AsyncSession, metrics: list[str], requested_dimensions: list[str], -) -> list[SemiAdditiveRequirement]: +) -> list[ReaggregateRequirement]: """ - Semi-additive requirements from full metric decomposition. + Reaggregation requirements from full metric decomposition. Direct cube metadata only sees the metrics declared on the cube. Decomposition - also catches derived metrics whose base components carry semi-additive rules. + also catches derived metrics whose base components carry reaggregate rules. """ - requirements: list[SemiAdditiveRequirement] = [] + requirements: list[ReaggregateRequirement] = [] for metric_name in metrics: extractor = await MetricComponentExtractor.from_node_name( metric_name, @@ -116,60 +116,60 @@ async def _semi_additive_requirements_for_metrics( ) components, _ = await extractor.extract(session) for component in components: - semi_additive = component.rule.semi_additive + reaggregate = component.rule.reaggregate if ( - semi_additive - and not _semi_additive_dimension_requested( - semi_additive.dimension, + reaggregate + and not _reaggregate_dimension_requested( + reaggregate.dimension, requested_dimensions, ) and ( metric_name, - semi_additive.dimension, - semi_additive.function, + reaggregate.dimension, + reaggregate.fn, ) not in requirements ): requirements.append( ( metric_name, - semi_additive.dimension, - semi_additive.function, + reaggregate.dimension, + reaggregate.fn, ), ) return requirements -def _semi_additive_requirements_for_decomposed_metrics( +def _reaggregate_requirements_for_decomposed_metrics( decomposed_metrics: dict[str, DecomposedMetricInfo], metrics: list[str], requested_dimensions: list[str], -) -> list[SemiAdditiveRequirement]: +) -> list[ReaggregateRequirement]: """ - Semi-additive requirements from already-decomposed planner context. + Reaggregation requirements from already-decomposed planner context. """ - requirements: list[SemiAdditiveRequirement] = [] + requirements: list[ReaggregateRequirement] = [] metric_names = set(metrics) for metric_name, decomposed in decomposed_metrics.items(): if metric_name not in metric_names: continue for component in decomposed.components: - semi_additive = component.rule.semi_additive - if semi_additive and not _semi_additive_dimension_requested( - semi_additive.dimension, + reaggregate = component.rule.reaggregate + if reaggregate and not _reaggregate_dimension_requested( + reaggregate.dimension, requested_dimensions, ): requirement = ( metric_name, - semi_additive.dimension, - semi_additive.function, + reaggregate.dimension, + reaggregate.fn, ) if requirement not in requirements: requirements.append(requirement) return requirements -def _semi_additive_dimensions_for_cube_metrics( +def _reaggregate_dimensions_for_cube_metrics( cube: NodeRevision, metrics: list[str], requested_dimensions: list[str], @@ -178,7 +178,7 @@ def _semi_additive_dimensions_for_cube_metrics( Protected dimensions a cube must materialize for semi-additive rollups. """ required: list[str] = [] - for _, dimension, _ in _semi_additive_requirements_for_cube_metrics( + for _, dimension, _ in _reaggregate_requirements_for_cube_metrics( cube, metrics, requested_dimensions, @@ -188,8 +188,8 @@ def _semi_additive_dimensions_for_cube_metrics( return required -def _format_semi_additive_requirements( - requirements: list[SemiAdditiveRequirement], +def _format_reaggregate_requirements( + requirements: list[ReaggregateRequirement], ) -> list[str]: """Human-readable semi-additive requirements for error messages.""" return [ @@ -198,13 +198,13 @@ def _format_semi_additive_requirements( ] -def validate_cube_covers_semi_additive_dimensions( +def validate_cube_covers_reaggregate_dimensions( cube: NodeRevision, metrics: list[str], dimensions: list[str], *, decomposed_metrics: dict[str, DecomposedMetricInfo] | None = None, - additional_requirements: list[SemiAdditiveRequirement] | None = None, + additional_requirements: list[ReaggregateRequirement] | None = None, usage: str = "Cube", http_status_code: int = 422, ) -> None: @@ -215,13 +215,13 @@ def validate_cube_covers_semi_additive_dimensions( cube itself retains the protected dimension. Otherwise querying the cube can silently merge across that dimension with the wrong Druid aggregator. """ - requirements = _semi_additive_requirements_for_cube_metrics( + requirements = _reaggregate_requirements_for_cube_metrics( cube, metrics, dimensions, ) if decomposed_metrics is not None: - for requirement in _semi_additive_requirements_for_decomposed_metrics( + for requirement in _reaggregate_requirements_for_decomposed_metrics( decomposed_metrics, metrics, dimensions, @@ -242,14 +242,14 @@ def validate_cube_covers_semi_additive_dimensions( raise DJInvalidInputException( f"{usage} `{cube.name}` cannot safely use materialized semi-additive " "metric(s) because it does not materialize protected dimension(s) " - f"{_format_semi_additive_requirements(missing_requirements)}. " + f"{_format_reaggregate_requirements(missing_requirements)}. " "Add the protected dimension to the cube, or run the query with " "use_materialized=false.", http_status_code=http_status_code, ) -def validate_cube_semi_additive_materialization( +def validate_cube_reaggregate_materialization( cube: NodeRevision, decomposed_metrics: dict[str, DecomposedMetricInfo] | None = None, ) -> None: @@ -260,7 +260,7 @@ def validate_cube_semi_additive_materialization( includes the protected dimension. This avoids generating a Druid metricsSpec that sums first/last/min/max collapse inputs across the protected dimension. """ - validate_cube_covers_semi_additive_dimensions( + validate_cube_covers_reaggregate_dimensions( cube, cube.cube_node_metrics, cube.cube_node_dimensions, @@ -405,8 +405,8 @@ async def find_matching_cube( result = await session.execute(statement) candidate_cubes = result.unique().scalars().all() - semi_additive_requirements = ( - await _semi_additive_requirements_for_metrics( + reaggregate_requirements = ( + await _reaggregate_requirements_for_metrics( session, metrics, dimensions, @@ -414,7 +414,7 @@ async def find_matching_cube( if candidate_cubes else [] ) - semi_additive_dims = {dimension for _, dimension, _ in semi_additive_requirements} + reaggregate_dims = {dimension for _, dimension, _ in reaggregate_requirements} # Find the best matching cube (smallest grain that covers all dimensions) best_match: NodeRevision | None = None @@ -442,13 +442,13 @@ async def find_matching_cube( required_dims_for_cube = ( required_dims | set( - _semi_additive_dimensions_for_cube_metrics( + _reaggregate_dimensions_for_cube_metrics( cube_rev, metrics, dimensions, ), ) - | semi_additive_dims + | reaggregate_dims ) if not required_dims_for_cube.issubset(cube_dims): @@ -516,11 +516,11 @@ async def validate_pinned_cube_covers_filters( http_status_code=422, ) - validate_cube_covers_semi_additive_dimensions( + validate_cube_covers_reaggregate_dimensions( cube, metrics or cube.cube_node_metrics, dimensions, - additional_requirements=await _semi_additive_requirements_for_metrics( + additional_requirements=await _reaggregate_requirements_for_metrics( session, metrics or cube.cube_node_metrics, dimensions, @@ -715,7 +715,7 @@ def build_sql_from_cube_impl( Returns: GeneratedSQL with the query and column metadata. """ - validate_cube_covers_semi_additive_dimensions( + validate_cube_covers_reaggregate_dimensions( cube, ctx.metrics, ctx.dimensions, @@ -900,7 +900,7 @@ def build_synthetic_grain_group( output_dimensions = [ dim for dim in ctx.dimensions if dim not in ctx.filter_dimensions ] - internal_semi_additive_dimensions = missing_semi_additive_dimensions( + internal_reaggregate_dimensions = missing_reaggregate_dimensions( decomposed_metrics.values(), output_dimensions, ) @@ -914,7 +914,7 @@ def build_synthetic_grain_group( dim_physical_names = [] dimension_to_alias: dict[str, str] = {} dimension_refs = list(ctx.dimensions) - for dim_ref in internal_semi_additive_dimensions: + for dim_ref in internal_reaggregate_dimensions: if dim_ref not in dimension_refs: dimension_refs.append(dim_ref) for dim_ref in dimension_refs: @@ -1007,16 +1007,15 @@ def build_synthetic_grain_group( if metric_node and not is_derived_metric(ctx, metric_node): base_metrics.append(metric_name) - semi_additive_dimension_aliases: dict[str, str] = {} - internal_semi_additive_dimension_set = set(internal_semi_additive_dimensions) + reaggregate_dimension_aliases: dict[str, str] = {} + internal_reaggregate_dimension_set = set(internal_reaggregate_dimensions) for comp in all_components: if ( - comp.rule.semi_additive - and comp.rule.semi_additive.dimension - in internal_semi_additive_dimension_set + comp.rule.reaggregate + and comp.rule.reaggregate.dimension in internal_reaggregate_dimension_set ): - semi_additive_dimension_aliases[comp.name] = dimension_to_alias[ - comp.rule.semi_additive.dimension + reaggregate_dimension_aliases[comp.name] = dimension_to_alias[ + comp.rule.reaggregate.dimension ] # Create the synthetic GrainGroupSQL @@ -1029,7 +1028,7 @@ def build_synthetic_grain_group( metrics=base_metrics, # Only base metrics, not derived parent_name=cube.name, # Use cube name as parent component_aliases=component_aliases, - semi_additive_dimension_aliases=semi_additive_dimension_aliases, + reaggregate_dimension_aliases=reaggregate_dimension_aliases, is_merged=False, components=all_components, dialect=ctx.dialect, diff --git a/datajunction-server/datajunction_server/construction/build_v3/decomposition.py b/datajunction-server/datajunction_server/construction/build_v3/decomposition.py index 9b7e20f8f..6c2a5c4e4 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/decomposition.py +++ b/datajunction-server/datajunction_server/construction/build_v3/decomposition.py @@ -341,7 +341,7 @@ def _dimension_ref_column(ref: str) -> str: return _dimension_ref_base(ref).rsplit(SEPARATOR, 1)[-1] -def _semi_additive_dimension_requested( +def _reaggregate_dimension_requested( protected_dimension: str, requested_dimensions: list[str], ) -> bool: @@ -370,7 +370,7 @@ def _semi_additive_dimension_requested( return False -def missing_semi_additive_dimensions( +def missing_reaggregate_dimensions( decomposed_metrics: Iterable[DecomposedMetricInfo], requested_dimensions: list[str], ) -> list[str]: @@ -380,11 +380,11 @@ def missing_semi_additive_dimensions( missing: list[str] = [] for decomposed in decomposed_metrics: for component in decomposed.components: - if not component.rule.semi_additive: + if not component.rule.reaggregate: continue - dimension = component.rule.semi_additive.dimension + dimension = component.rule.reaggregate.dimension if ( - not _semi_additive_dimension_requested( + not _reaggregate_dimension_requested( dimension, requested_dimensions, ) @@ -426,7 +426,7 @@ def analyze_grain_groups( tuple[Aggregability, tuple[str, ...], tuple[str, ...]], list[tuple[Node, MetricComponent]], ] = {} - semi_additive_component_dimensions: dict[ + reaggregate_component_dimensions: dict[ tuple[Aggregability, tuple[str, ...], tuple[str, ...]], dict[str, str], ] = {} @@ -446,19 +446,19 @@ def analyze_grain_groups( # Explicitly type the key to satisfy mypy key: tuple[Aggregability, tuple[str, ...], tuple[str, ...]] - semi_additive_dimension = ( - component.rule.semi_additive.dimension + reaggregate_dimension = ( + component.rule.reaggregate.dimension if ( - component.rule.semi_additive - and not _semi_additive_dimension_requested( - component.rule.semi_additive.dimension, + component.rule.reaggregate + and not _reaggregate_dimension_requested( + component.rule.reaggregate.dimension, requested_dimensions, ) ) else None ) internal_dimensions = ( - (semi_additive_dimension,) if semi_additive_dimension else () + (reaggregate_dimension,) if reaggregate_dimension else () ) if agg_type == Aggregability.FULL: # FULL: no additional grain columns needed, unless a semi-additive @@ -480,10 +480,10 @@ def analyze_grain_groups( if key not in grain_buckets: grain_buckets[key] = [] grain_buckets[key].append((decomposed.metric_node, component)) - if semi_additive_dimension: - semi_additive_component_dimensions.setdefault(key, {})[ - component.name - ] = semi_additive_dimension + if reaggregate_dimension: + reaggregate_component_dimensions.setdefault(key, {})[component.name] = ( + reaggregate_dimension + ) # Convert buckets to GrainGroup objects grain_groups = [] @@ -509,7 +509,7 @@ def analyze_grain_groups( grain_columns=list(grain_cols), components=components, grain_col_aliases=grain_col_aliases, - semi_additive_component_dimensions=semi_additive_component_dimensions.get( + reaggregate_component_dimensions=reaggregate_component_dimensions.get( bucket_key, {}, ), @@ -621,15 +621,15 @@ def _merge_parent_grain_groups(groups: list[GrainGroup]) -> GrainGroup: # Collect all components and track their original aggregabilities all_components: list[tuple[Node, MetricComponent]] = [] component_aggregabilities: dict[str, Aggregability] = {} - semi_additive_component_dimensions: dict[str, str] = {} + reaggregate_component_dimensions: dict[str, str] = {} for gg in groups: for metric_node, component in gg.components: all_components.append((metric_node, component)) # Track original aggregability for each component component_aggregabilities[component.name] = gg.aggregability - semi_additive_component_dimensions.update( - gg.semi_additive_component_dimensions, + reaggregate_component_dimensions.update( + gg.reaggregate_component_dimensions, ) # Carry over non-decomposable metrics from every contributing group. @@ -664,6 +664,6 @@ def _merge_parent_grain_groups(groups: list[GrainGroup]) -> GrainGroup: is_merged=True, component_aggregabilities=component_aggregabilities, grain_col_aliases=merged_grain_col_aliases, - semi_additive_component_dimensions=semi_additive_component_dimensions, + reaggregate_component_dimensions=reaggregate_component_dimensions, non_decomposable_metrics=all_non_decomposable, ) diff --git a/datajunction-server/datajunction_server/construction/build_v3/loaders.py b/datajunction-server/datajunction_server/construction/build_v3/loaders.py index acd303fe4..9c744c900 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/loaders.py +++ b/datajunction-server/datajunction_server/construction/build_v3/loaders.py @@ -87,7 +87,7 @@ async def batch_load_nodes_with_dependencies( NodeRevision.name, NodeRevision.query, NodeRevision.schema_, - NodeRevision.semi_additive, + NodeRevision.reaggregate, NodeRevision.table, ), # NOTE: don't noload Column.attributes — Columns are identity- diff --git a/datajunction-server/datajunction_server/construction/build_v3/measures.py b/datajunction-server/datajunction_server/construction/build_v3/measures.py index 93758e014..11414d7ad 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/measures.py +++ b/datajunction-server/datajunction_server/construction/build_v3/measures.py @@ -1708,7 +1708,7 @@ def build_grain_group_from_preagg( select_items: list[ast.Aliasable | ast.Expression | ast.Column] = [] columns: list[ColumnMetadata] = [] component_aliases: dict[str, str] = {} - semi_additive_dimension_aliases: dict[str, str] = {} + reaggregate_dimension_aliases: dict[str, str] = {} metrics_covered: set[str] = set() unique_components: list[MetricComponent] = [] seen_components: set[str] = set() @@ -1809,8 +1809,8 @@ def build_grain_group_from_preagg( for ( component_name, dimension_ref, - ) in grain_group.semi_additive_component_dimensions.items(): - semi_additive_dimension_aliases[component_name] = ctx.alias_registry.register( + ) in grain_group.reaggregate_component_dimensions.items(): + reaggregate_dimension_aliases[component_name] = ctx.alias_registry.register( dimension_ref, ) @@ -1974,7 +1974,7 @@ def build_grain_group_from_preagg( metrics=list(metrics_covered), parent_name=parent_node.name, component_aliases=component_aliases, - semi_additive_dimension_aliases=semi_additive_dimension_aliases, + reaggregate_dimension_aliases=reaggregate_dimension_aliases, is_merged=grain_group.is_merged, component_aggregabilities=grain_group.component_aggregabilities, components=unique_components, @@ -2041,7 +2041,7 @@ def build_grain_group_sql( # Track mapping from component name to actual SQL alias # This is needed for metrics SQL to correctly reference component columns component_aliases: dict[str, str] = {} - semi_additive_dimension_aliases: dict[str, str] = {} + reaggregate_dimension_aliases: dict[str, str] = {} internal_dimension_aliases: dict[str, str] = {} if output_dimension_refs: @@ -2052,9 +2052,9 @@ def build_grain_group_sql( for ( component_name, dimension_ref, - ) in grain_group.semi_additive_component_dimensions.items(): + ) in grain_group.reaggregate_component_dimensions.items(): dimension_alias = ctx.alias_registry.register(dimension_ref) - semi_additive_dimension_aliases[component_name] = dimension_alias + reaggregate_dimension_aliases[component_name] = dimension_alias internal_dimension_aliases[dimension_ref] = dimension_alias for metric_node, component in grain_group.components: @@ -2421,7 +2421,7 @@ def build_grain_group_sql( metrics=list(metrics_covered), parent_name=grain_group.parent_node.name, component_aliases=component_aliases, - semi_additive_dimension_aliases=semi_additive_dimension_aliases, + reaggregate_dimension_aliases=reaggregate_dimension_aliases, is_merged=grain_group.is_merged, component_aggregabilities=grain_group.component_aggregabilities, components=unique_components, @@ -2478,7 +2478,7 @@ def process_metric_group( internal_dimensions = [ dimension_ref for dimension_ref in dict.fromkeys( - grain_group.semi_additive_component_dimensions.values(), + grain_group.reaggregate_component_dimensions.values(), ) if dimension_ref not in output_dimension_refs ] diff --git a/datajunction-server/datajunction_server/construction/build_v3/metrics.py b/datajunction-server/datajunction_server/construction/build_v3/metrics.py index a81bea585..9f0f6755c 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/metrics.py +++ b/datajunction-server/datajunction_server/construction/build_v3/metrics.py @@ -52,7 +52,7 @@ from datajunction_server.models.decompose import Aggregability from datajunction_server.models.dialect import Dialect from datajunction_server.models.node_type import NodeType -from datajunction_server.models.semiadditive import SemiAdditiveCollapseFunction +from datajunction_server.models.reaggregate import ReaggregationFunction from datajunction_server.sql.decompose import wrap_divisions_in_nullif from datajunction_server.sql.parsing import ast from datajunction_server.sql.parsing.backends.antlr4 import parse @@ -60,8 +60,8 @@ logger = logging.getLogger(__name__) -def _build_semi_additive_collapse_expression( - collapse_function: SemiAdditiveCollapseFunction, +def _build_reaggregate_collapse_expression( + collapse_function: ReaggregationFunction, dialect: Dialect, value_ref: ast.Expression, protected_dim_ref: ast.Expression, @@ -69,21 +69,21 @@ def _build_semi_additive_collapse_expression( """ Build the final aggregation for a semi-additive metric collapse. """ - if collapse_function == SemiAdditiveCollapseFunction.LAST_VALUE: + if collapse_function == ReaggregationFunction.LAST_VALUE: function_name = "LATEST_BY" if dialect == Dialect.DRUID else "MAX_BY" return ast.Function( ast.Name(function_name), args=[value_ref, protected_dim_ref], ) - if collapse_function == SemiAdditiveCollapseFunction.FIRST_VALUE: + if collapse_function == ReaggregationFunction.FIRST_VALUE: function_name = "EARLIEST_BY" if dialect == Dialect.DRUID else "MIN_BY" return ast.Function( ast.Name(function_name), args=[value_ref, protected_dim_ref], ) - if collapse_function == SemiAdditiveCollapseFunction.MIN: + if collapse_function == ReaggregationFunction.MIN: return ast.Function(ast.Name("MIN"), args=[value_ref]) - if collapse_function == SemiAdditiveCollapseFunction.MAX: + if collapse_function == ReaggregationFunction.MAX: return ast.Function(ast.Name("MAX"), args=[value_ref]) raise DJInvalidInputException( @@ -306,15 +306,15 @@ def get_comp_aggregability(comp_name: str) -> Aggregability: comp = decomposed.components[0] orig_agg = get_comp_aggregability(comp.name) - if comp.rule.semi_additive and comp.name in gg.semi_additive_dimension_aliases: + if comp.rule.reaggregate and comp.name in gg.reaggregate_dimension_aliases: _, col_name = comp_mappings[comp.name] value_ref = make_column_ref(col_name, cte_alias) protected_dim_ref = make_column_ref( - gg.semi_additive_dimension_aliases[comp.name], + gg.reaggregate_dimension_aliases[comp.name], cte_alias, ) - return _build_semi_additive_collapse_expression( - comp.rule.semi_additive.function, + return _build_reaggregate_collapse_expression( + comp.rule.reaggregate.fn, gg.dialect, value_ref, protected_dim_ref, @@ -1510,17 +1510,17 @@ def build_base_metric_reaggregation_expr( if len(decomposed.components) == 1: comp = decomposed.components[0] - if comp.rule.semi_additive: + if comp.rule.reaggregate: protected_dim_alias = _source_dimension_alias( ctx, - comp.rule.semi_additive.dimension, + comp.rule.reaggregate.dimension, ) if ( protected_dim_alias and protected_dim_alias not in window_dimension_aliases ): - return _build_semi_additive_collapse_expression( - comp.rule.semi_additive.function, + return _build_reaggregate_collapse_expression( + comp.rule.reaggregate.fn, ctx.dialect, metric_ref, make_column_ref(protected_dim_alias, base_metrics_cte_alias), @@ -1877,7 +1877,7 @@ def generate_metrics_sql( base_grain_groups = [gg for gg in grain_groups if not gg.is_window_grain_group] window_grain_groups = [gg for gg in grain_groups if gg.is_window_grain_group] if len(base_grain_groups) > 1 and any( - gg.semi_additive_dimension_aliases for gg in base_grain_groups + gg.reaggregate_dimension_aliases for gg in base_grain_groups ): parent_names = sorted({gg.parent_name for gg in base_grain_groups}) raise DJInvalidInputException( diff --git a/datajunction-server/datajunction_server/construction/build_v3/preagg_matcher.py b/datajunction-server/datajunction_server/construction/build_v3/preagg_matcher.py index 229df67f3..ec12e640e 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/preagg_matcher.py +++ b/datajunction-server/datajunction_server/construction/build_v3/preagg_matcher.py @@ -65,7 +65,7 @@ def get_required_measure_identities( } -def required_semi_additive_grain( +def required_reaggregate_grain( ctx: BuildContext, node_rev_id: int, grain_group: GrainGroup, @@ -73,14 +73,14 @@ def required_semi_additive_grain( """ Protected dimensions a pre-agg must retain for final semi-additive collapse. - ``semi_additive_component_dimensions`` is populated only when the requested + ``reaggregate_component_dimensions`` is populated only when the requested output grain omitted the protected dimension. In that case a pre-agg at the output grain would have already collapsed away the key needed by MAX_BY / MIN_BY / min / max in the metrics layer, so it is not substitutable. """ return { canonical_dimension_ref(ctx, node_rev_id, dimension_ref) - for dimension_ref in grain_group.semi_additive_component_dimensions.values() + for dimension_ref in grain_group.reaggregate_component_dimensions.values() } @@ -275,7 +275,7 @@ def find_matching_preagg( if not required_measures: return None - semi_additive_grain = required_semi_additive_grain( + reaggregate_grain = required_reaggregate_grain( ctx, node_rev_id, grain_group, @@ -307,11 +307,11 @@ def find_matching_preagg( for ref in (preagg.grain_columns or []) } - if not semi_additive_grain.issubset(preagg_grain_set): + if not reaggregate_grain.issubset(preagg_grain_set): logger.debug( f"[BuildV3] Pre-agg {preagg.id} grain {preagg_grain_set} " f"doesn't retain semi-additive protected grain " - f"{semi_additive_grain}", + f"{reaggregate_grain}", ) continue diff --git a/datajunction-server/datajunction_server/construction/build_v3/types.py b/datajunction-server/datajunction_server/construction/build_v3/types.py index 6a0320336..4fc4b8612 100644 --- a/datajunction-server/datajunction_server/construction/build_v3/types.py +++ b/datajunction-server/datajunction_server/construction/build_v3/types.py @@ -318,7 +318,7 @@ class GrainGroupSQL: # Active semi-additive components that need collapse in the metrics layer. # Maps component.name -> protected dimension column alias emitted by this CTE. - semi_additive_dimension_aliases: dict[str, str] = field(default_factory=dict) + reaggregate_dimension_aliases: dict[str, str] = field(default_factory=dict) # Merge tracking: when True, aggregations happen in final SELECT, not in CTE is_merged: bool = False @@ -749,7 +749,7 @@ class GrainGroup: # Active semi-additive components that require an internal protected dimension # in this grain group. Maps component.name -> protected dimension ref. - semi_additive_component_dimensions: dict[str, str] = field(default_factory=dict) + reaggregate_component_dimensions: dict[str, str] = field(default_factory=dict) # Non-decomposable metrics that couldn't be broken into components # These need their raw metric expression applied in the final SELECT diff --git a/datajunction-server/datajunction_server/database/node.py b/datajunction-server/datajunction_server/database/node.py index 43518762a..942bc2556 100644 --- a/datajunction-server/datajunction_server/database/node.py +++ b/datajunction-server/datajunction_server/database/node.py @@ -88,7 +88,7 @@ from datajunction_server.models.custom_metadata import CustomMetadataFilter from datajunction_server.models.node_type import NodeType from datajunction_server.models.partition import PartitionType -from datajunction_server.models.semiadditive import parse_semi_additive_spec +from datajunction_server.models.reaggregate import parse_reaggregate_spec from datajunction_server.models.unit import ( AtomicUnit, CompoundUnit, @@ -679,7 +679,7 @@ async def to_spec(self, session: AsyncSession) -> NodeSpec: ) extra_kwargs.update( required_dimensions=required_dimensions_spec, - semi_additive=parse_semi_additive_spec(self.current.semi_additive), + reaggregate=parse_reaggregate_spec(self.current.reaggregate), direction=self.current.metric_metadata.direction if self.current.metric_metadata else None, @@ -1723,9 +1723,9 @@ class NodeRevision( uselist=False, ) - # Declares that a metric must collapse, rather than sum, across a dimension. + # Declares how a metric should roll up across dimensions. # Stored as JSON here and validated at the API/deployment boundaries. - semi_additive: Mapped[dict[str, Any] | None] = mapped_column( + reaggregate: Mapped[dict[str, Any] | None] = mapped_column( JSON, nullable=True, default=None, @@ -2077,10 +2077,10 @@ def extra_validation(self) -> None: "bound dimensions which are only for metrics.", ) - if self.type != NodeType.METRIC and self.semi_additive: + if self.type != NodeType.METRIC and self.reaggregate: raise DJInvalidInputException( f"Node {self.name} of type {self.type} cannot have " - "semi-additive settings which are only for metrics.", + "reaggregate settings which are only for metrics.", ) if self.type == NodeType.METRIC: diff --git a/datajunction-server/datajunction_server/internal/client.py b/datajunction-server/datajunction_server/internal/client.py index cc2588286..37c9d24ed 100644 --- a/datajunction-server/datajunction_server/internal/client.py +++ b/datajunction-server/datajunction_server/internal/client.py @@ -193,8 +193,8 @@ async def python_client_create_node( col.name for col in node.current.required_dimensions ], **( - {"semi_additive": node.current.semi_additive} # type: ignore - if node.current.semi_additive + {"reaggregate": node.current.reaggregate} # type: ignore + if node.current.reaggregate else {} ), **( diff --git a/datajunction-server/datajunction_server/internal/deployment/orchestrator.py b/datajunction-server/datajunction_server/internal/deployment/orchestrator.py index fef95e316..365c712f3 100644 --- a/datajunction-server/datajunction_server/internal/deployment/orchestrator.py +++ b/datajunction-server/datajunction_server/internal/deployment/orchestrator.py @@ -122,7 +122,7 @@ NodeStatus, NodeType, ) -from datajunction_server.models.semiadditive import dump_semi_additive_spec +from datajunction_server.models.reaggregate import dump_reaggregate_spec from datajunction_server.models.unit import ( AtomicUnit, CompoundUnit, @@ -5368,8 +5368,8 @@ async def _create_node_revision( dependency_nodes, ) new_revision.required_dimensions = matched_columns - new_revision.semi_additive = dump_semi_additive_spec( - metric_spec.rendered_semi_additive, + new_revision.reaggregate = dump_reaggregate_spec( + metric_spec.rendered_reaggregate, ) return new_revision diff --git a/datajunction-server/datajunction_server/internal/deployment/validation.py b/datajunction-server/datajunction_server/internal/deployment/validation.py index 3e8fa2944..1b04739d7 100644 --- a/datajunction-server/datajunction_server/internal/deployment/validation.py +++ b/datajunction-server/datajunction_server/internal/deployment/validation.py @@ -520,9 +520,9 @@ def validate_query_node( if req_dim_error is not None: errors.append(req_dim_error) - semi_additive_error = self._check_semi_additive_dimension(spec) - if semi_additive_error is not None: - errors.append(semi_additive_error) + reaggregate_error = self._check_reaggregate_dimension(spec) + if reaggregate_error is not None: + errors.append(reaggregate_error) cross_fact_error = self._check_cross_fact_dimensions(spec) if cross_fact_error is not None: @@ -671,10 +671,12 @@ async def _prefetch_required_dimension_nodes( if SEPARATOR in req_dim: dim_node_name = req_dim.rsplit(SEPARATOR, 1)[0] req_dim_node_names.add(dim_node_name) - semi_additive = getattr(spec, "rendered_semi_additive", None) - if semi_additive and SEPARATOR in semi_additive.dimension: - dim_node_name = semi_additive.dimension.rsplit(SEPARATOR, 1)[0] - req_dim_node_names.add(dim_node_name) + reaggregate = getattr(spec, "rendered_reaggregate", None) + if reaggregate: + for rule in reaggregate.rules: + if SEPARATOR in rule.dimension: + dim_node_name = rule.dimension.rsplit(SEPARATOR, 1)[0] + req_dim_node_names.add(dim_node_name) self._all_dim_nodes = dict(self.context.dependency_nodes) @@ -788,12 +790,12 @@ def _check_required_dimensions(self, spec: NodeSpec) -> DJError | None: debug={"invalid_required_dimensions": list(invalid)}, ) - def _check_semi_additive_dimension(self, spec: NodeSpec) -> DJError | None: + def _check_reaggregate_dimension(self, spec: NodeSpec) -> DJError | None: """ - Validate that semi_additive.dimension resolves to a real column. + Validate that reaggregate rule dimensions resolve to real columns. """ - semi_additive = getattr(spec, "rendered_semi_additive", None) - if not semi_additive: + reaggregate = getattr(spec, "rendered_reaggregate", None) + if not reaggregate or not reaggregate.rules: return None dep_names = self.context.node_graph.get(spec.rendered_name, []) @@ -806,7 +808,7 @@ def _check_semi_additive_dimension(self, spec: NodeSpec) -> DJError | None: ] invalid, _ = _resolve_required_dimensions( - [semi_additive.dimension], + [rule.dimension for rule in reaggregate.rules], parent_columns, self._all_dim_nodes, ) @@ -818,9 +820,9 @@ def _check_semi_additive_dimension(self, spec: NodeSpec) -> DJError | None: code=ErrorCode.INVALID_COLUMN, message=( "Node definition contains references to columns as " - "semi-additive dimensions that are not on parent nodes." + "reaggregate dimensions that are not on parent nodes." ), - debug={"invalid_semi_additive_dimensions": list(invalid)}, + debug={"invalid_reaggregate_dimensions": list(invalid)}, ) async def _prefetch_metric_dimensions( diff --git a/datajunction-server/datajunction_server/internal/namespaces.py b/datajunction-server/datajunction_server/internal/namespaces.py index d15b55804..32bae088f 100644 --- a/datajunction-server/datajunction_server/internal/namespaces.py +++ b/datajunction-server/datajunction_server/internal/namespaces.py @@ -1229,7 +1229,7 @@ def _metric_project_config(node: Node, namespace_requested: str) -> dict: "query": node.current.query, "tags": [tag.name for tag in node.tags], "required_dimensions": [dim.name for dim in node.current.required_dimensions], - "semi_additive": node.current.semi_additive, + "reaggregate": node.current.reaggregate, "direction": ( node.current.metric_metadata.direction.name.lower() if node.current.metric_metadata and node.current.metric_metadata.direction @@ -1643,13 +1643,14 @@ async def get_node_specs_for_export( ) for required_dim in metric_spec.required_dimensions ] - if metric_spec.semi_additive: - metric_spec.semi_additive.dimension = _inject_prefix_for_cube_ref( - metric_spec.semi_additive.dimension, - namespace, - parent_namespace, - namespace_suffixes, - ) + if metric_spec.reaggregate: + for rule in metric_spec.reaggregate.rules: + rule.dimension = _inject_prefix_for_cube_ref( + rule.dimension, + namespace, + parent_namespace, + namespace_suffixes, + ) if node_spec.node_type in ( NodeType.SOURCE, NodeType.TRANSFORM, diff --git a/datajunction-server/datajunction_server/internal/nodes.py b/datajunction-server/datajunction_server/internal/nodes.py index 488f081c9..3da200099 100644 --- a/datajunction-server/datajunction_server/internal/nodes.py +++ b/datajunction-server/datajunction_server/internal/nodes.py @@ -131,7 +131,7 @@ ) from datajunction_server.models.node_type import NodeType from datajunction_server.models.query import QueryCreate -from datajunction_server.models.semiadditive import dump_semi_additive_spec +from datajunction_server.models.reaggregate import dump_reaggregate_spec from datajunction_server.models.table_metadata import TableMetadata, TableOwner from datajunction_server.service_clients import QueryServiceClient from datajunction_server.sql.dag import ( @@ -590,8 +590,8 @@ async def create_node_revision( query=data.query, mode=data.mode, required_dimensions=data.required_dimensions or [], - semi_additive=( - dump_semi_additive_spec(data.semi_additive) + reaggregate=( + dump_reaggregate_spec(data.reaggregate) if node_type == NodeType.METRIC else None ), @@ -1168,7 +1168,7 @@ async def copy_to_new_node( table=old_revision.table, required_dimensions=list(old_revision.required_dimensions), metric_metadata=old_revision.metric_metadata, - semi_additive=old_revision.semi_additive, + reaggregate=old_revision.reaggregate, cube_elements=list(old_revision.cube_elements), cube_filters=old_revision.cube_filters, status=old_revision.status, @@ -2546,7 +2546,7 @@ def copy_existing_node_revision(old_revision: NodeRevision, current_user: User): status=old_revision.status, required_dimensions=list(old_revision.required_dimensions), metric_metadata=old_revision.metric_metadata, - semi_additive=old_revision.semi_additive, + reaggregate=old_revision.reaggregate, dimension_links=[ DimensionLink( dimension_id=link.dimension_id, @@ -2769,20 +2769,20 @@ async def create_new_revision_from_existing( and {col.name for col in old_revision.required_dimensions} != set(data.required_dimensions) ) - semi_additive_was_set = bool( - data and "semi_additive" in data.model_fields_set, + reaggregate_was_set = bool( + data and "reaggregate" in data.model_fields_set, ) - semi_additive_changes = ( - semi_additive_was_set - and old_revision.semi_additive - != dump_semi_additive_spec(data.semi_additive if data else None) + reaggregate_changes = ( + reaggregate_was_set + and old_revision.reaggregate + != dump_reaggregate_spec(data.reaggregate if data else None) ) major_changes = ( query_changes or column_changes or pk_changes or required_dim_changes - or semi_additive_changes + or reaggregate_changes ) # If nothing has changed, do not create the new node revision @@ -2832,12 +2832,12 @@ async def create_new_revision_from_existing( if data and data.metric_metadata else old_revision.metric_metadata ), - semi_additive=( - dump_semi_additive_spec(data.semi_additive) - if data and data.semi_additive is not None + reaggregate=( + dump_reaggregate_spec(data.reaggregate) + if data and data.reaggregate is not None else None - if semi_additive_was_set - else old_revision.semi_additive + if reaggregate_was_set + else old_revision.reaggregate ), dimension_links=[ DimensionLink( diff --git a/datajunction-server/datajunction_server/internal/validation.py b/datajunction-server/datajunction_server/internal/validation.py index bd0fa817c..293f44a93 100644 --- a/datajunction-server/datajunction_server/internal/validation.py +++ b/datajunction-server/datajunction_server/internal/validation.py @@ -23,7 +23,7 @@ from datajunction_server.models.base import labelize from datajunction_server.models.node import NodeRevisionBase, NodeStatus from datajunction_server.models.node_type import NodeType -from datajunction_server.models.semiadditive import parse_semi_additive_spec +from datajunction_server.models.reaggregate import parse_reaggregate_spec from datajunction_server.sql.parsing import ast from datajunction_server.sql.parsing.backends.antlr4 import SqlSyntaxError, parse from datajunction_server.sql.parsing.backends.exceptions import DJParseException @@ -358,27 +358,27 @@ async def validate_node_data( parent_columns, ) node_validator.required_dimensions = matched_bound_columns - semi_additive_spec = parse_semi_additive_spec(validated_node.semi_additive) - invalid_semi_additive_dimensions: set[str] = set() - if semi_additive_spec: + reaggregate_spec = parse_reaggregate_spec(validated_node.reaggregate) + invalid_reaggregate_dimensions: set[str] = set() + if reaggregate_spec and reaggregate_spec.rules: ( - invalid_semi_additive_dimensions, + invalid_reaggregate_dimensions, _, ) = await find_required_dimensions( session, - [semi_additive_spec.dimension], + [rule.dimension for rule in reaggregate_spec.rules], parent_columns, ) except MissingGreenlet: invalid_required_dimensions = set() - invalid_semi_additive_dimensions = set() + invalid_reaggregate_dimensions = set() node_validator.required_dimensions = [] if ( missing_parents_map or type_inference_failures or invalid_required_dimensions - or invalid_semi_additive_dimensions + or invalid_reaggregate_dimensions ): # update status node_validator.status = NodeStatus.INVALID @@ -428,29 +428,29 @@ async def validate_node_data( if invalid_required_dimensions else [] ) - invalid_semi_additive_dimensions_error = ( + invalid_reaggregate_dimensions_error = ( [ DJError( code=ErrorCode.INVALID_COLUMN, message=( "Node definition contains references to columns as " - "semi-additive dimensions that are not on parent nodes." + "reaggregate dimensions that are not on parent nodes." ), debug={ - "invalid_semi_additive_dimensions": list( - invalid_semi_additive_dimensions, + "invalid_reaggregate_dimensions": list( + invalid_reaggregate_dimensions, ), }, ), ] - if invalid_semi_additive_dimensions + if invalid_reaggregate_dimensions else [] ) errors = ( missing_parents_error + type_inference_error + invalid_required_dimensions_error - + invalid_semi_additive_dimensions_error + + invalid_reaggregate_dimensions_error ) node_validator.errors.extend(errors) @@ -742,15 +742,15 @@ async def validate_node_data_v2( parent_columns, ) node_validator.required_dimensions = matched_bound_columns - semi_additive_spec = parse_semi_additive_spec(validated_node.semi_additive) - invalid_semi_additive_dimensions: set[str] = set() - if semi_additive_spec: + reaggregate_spec = parse_reaggregate_spec(validated_node.reaggregate) + invalid_reaggregate_dimensions: set[str] = set() + if reaggregate_spec and reaggregate_spec.rules: ( - invalid_semi_additive_dimensions, + invalid_reaggregate_dimensions, _, ) = await find_required_dimensions( session, - [semi_additive_spec.dimension], + [rule.dimension for rule in reaggregate_spec.rules], parent_columns, ) @@ -759,7 +759,7 @@ async def validate_node_data_v2( if ( node_validator.missing_parents_map or invalid_required_dimensions - or invalid_semi_additive_dimensions + or invalid_reaggregate_dimensions ): node_validator.status = NodeStatus.INVALID if node_validator.missing_parents_map: @@ -792,17 +792,17 @@ async def validate_node_data_v2( }, ), ) - if invalid_semi_additive_dimensions: + if invalid_reaggregate_dimensions: node_validator.errors.append( DJError( code=ErrorCode.INVALID_COLUMN, message=( "Node definition contains references to columns as " - "semi-additive dimensions that are not on parent nodes." + "reaggregate dimensions that are not on parent nodes." ), debug={ - "invalid_semi_additive_dimensions": list( - invalid_semi_additive_dimensions, + "invalid_reaggregate_dimensions": list( + invalid_reaggregate_dimensions, ), }, ), diff --git a/datajunction-server/datajunction_server/models/decompose.py b/datajunction-server/datajunction_server/models/decompose.py index e9c644a72..a8ce2df4d 100644 --- a/datajunction-server/datajunction_server/models/decompose.py +++ b/datajunction-server/datajunction_server/models/decompose.py @@ -12,7 +12,7 @@ from pydantic import BaseModel from datajunction_server.enum import StrEnum -from datajunction_server.models.semiadditive import SemiAdditiveSpec +from datajunction_server.models.reaggregate import DimensionReaggregateRule class Aggregability(StrEnum): @@ -55,7 +55,7 @@ class AggregationRule(BaseModel): type: Aggregability = Aggregability.NONE level: list[str] | None = None - semi_additive: SemiAdditiveSpec | None = None + reaggregate: DimensionReaggregateRule | None = None class MetricComponent(BaseModel): diff --git a/datajunction-server/datajunction_server/models/deployment.py b/datajunction-server/datajunction_server/models/deployment.py index 703798a4a..dea2b593c 100644 --- a/datajunction-server/datajunction_server/models/deployment.py +++ b/datajunction-server/datajunction_server/models/deployment.py @@ -40,7 +40,7 @@ NodeType, ) from datajunction_server.models.partition import Granularity, PartitionType -from datajunction_server.models.semiadditive import SemiAdditiveSpec +from datajunction_server.models.reaggregate import ReaggregateSpec from datajunction_server.models.unit import ( Unit, legacy_unit_to_structured, @@ -1023,7 +1023,7 @@ class MetricSpec(NodeSpec): # Excluded from serialization so it's never exported. columns: list[ColumnSpec] | None = Field(default=None, exclude=True) required_dimensions: list[str] | None = None # Field(default_factory=list) - semi_additive: SemiAdditiveSpec | None = None + reaggregate: ReaggregateSpec | None = None direction: MetricDirection | None = None unit_enum: MetricUnit | None = Field(default=None, exclude=True) # Structured unit form at the metric level — peer of `unit_enum`. @@ -1040,7 +1040,7 @@ class MetricSpec(NodeSpec): "columns": ChangeTier.NONE, # Required dimensions constrain which queries the metric can answer. "required_dimensions": ChangeTier.MAJOR, - "semi_additive": ChangeTier.MAJOR, + "reaggregate": ChangeTier.MAJOR, # Everything below is presentation metadata on the metric's single output # column -- the same set the PATCH path already treats as minor via # `metric_metadata` in `create_new_revision_from_existing`. @@ -1183,18 +1183,25 @@ def diff(self, other: "NodeSpec") -> list[str]: return changed @property - def rendered_semi_additive(self) -> SemiAdditiveSpec | None: + def rendered_reaggregate(self) -> ReaggregateSpec | None: """ - Semi-additive spec with `${prefix}` resolved to this spec's namespace. + Reaggregate spec with `${prefix}` resolved to this spec's namespace. """ - if not self.semi_additive: + if not self.reaggregate: return None - dimension = self.semi_additive.dimension - return self.semi_additive.model_copy( + rules = [ + rule.model_copy( + update={ + "dimension": render_prefixes(rule.dimension, self.namespace) + if "${prefix}" in rule.dimension + else rule.dimension, + }, + ) + for rule in self.reaggregate.rules + ] + return self.reaggregate.model_copy( update={ - "dimension": render_prefixes(dimension, self.namespace) - if "${prefix}" in dimension - else dimension, + "rules": rules, }, ) @@ -1237,7 +1244,7 @@ def __eq__(self, other: object) -> bool: other.canonical_required_dimensions, preserve_order=False, ) - and self.semi_additive == other.semi_additive + and self.reaggregate == other.reaggregate and eq_or_fallback(self.direction, other.direction, MetricDirection.NEUTRAL) and self._normalized_unit() == other._normalized_unit() and self.significant_digits == other.significant_digits diff --git a/datajunction-server/datajunction_server/models/metric.py b/datajunction-server/datajunction_server/models/metric.py index 589ec8c15..43813ccec 100644 --- a/datajunction-server/datajunction_server/models/metric.py +++ b/datajunction-server/datajunction_server/models/metric.py @@ -16,7 +16,7 @@ MetricMetadataOutput, ) from datajunction_server.models.query import ColumnMetadata, V3ColumnMetadata -from datajunction_server.models.semiadditive import SemiAdditiveSpec +from datajunction_server.models.reaggregate import ReaggregateSpec from datajunction_server.models.sql import ScanEstimate, TranspiledSQL from datajunction_server.models.unit import unit_to_dict from datajunction_server.sql.decompose import MetricComponentExtractor @@ -51,7 +51,7 @@ class Metric(BaseModel): # going forward. `None` when no unit is set, regardless of input shape. unit: dict | None = None required_dimensions: list[str] - semi_additive: SemiAdditiveSpec | None = None + reaggregate: ReaggregateSpec | None = None # Whether the metric is a single aggregation call (a "measure") that can map # 1:1 to a column in an externally-built pre-aggregation table. Derived/ratio @@ -106,7 +106,7 @@ async def parse_node( node.current.columns[0].unit if node.current.columns else None, ), required_dimensions=[dim.name for dim in node.current.required_dimensions], - semi_additive=node.current.semi_additive, + reaggregate=node.current.reaggregate, is_measure=node.current.is_measure, incompatible_druid_functions=incompatible_druid_functions, measures=measures, diff --git a/datajunction-server/datajunction_server/models/node.py b/datajunction-server/datajunction_server/models/node.py index aed35fcfd..13da677a4 100644 --- a/datajunction-server/datajunction_server/models/node.py +++ b/datajunction-server/datajunction_server/models/node.py @@ -33,7 +33,7 @@ from datajunction_server.models.materialization import MaterializationConfigOutput from datajunction_server.models.node_type import NodeNameOutput, NodeType from datajunction_server.models.partition import PartitionOutput -from datajunction_server.models.semiadditive import SemiAdditiveSpec +from datajunction_server.models.reaggregate import ReaggregateSpec from datajunction_server.models.tag import TagMinimum, TagOutput from datajunction_server.models.unit import ( AtomicUnit, @@ -879,7 +879,7 @@ class MetricNodeFields(BaseModel): """ required_dimensions: list[str] | None = None - semi_additive: SemiAdditiveSpec | None = None + reaggregate: ReaggregateSpec | None = None metric_metadata: MetricMetadataInput | None = None @@ -1035,7 +1035,7 @@ class NodeRevisionOutput(BaseModel): materializations: list[MaterializationConfigOutput] parents: list[NodeNameOutput] metric_metadata: MetricMetadataOutput | None = None - semi_additive: SemiAdditiveSpec | None = None + reaggregate: ReaggregateSpec | None = None dimension_links: list[LinkDimensionOutput] | None = None custom_metadata: dict | None = None @@ -1068,7 +1068,7 @@ class NodeOutput(GenericNodeOutputModel): materializations: list[MaterializationConfigOutput] parents: list[NodeNameOutput] metric_metadata: MetricMetadataOutput | None = None - semi_additive: SemiAdditiveSpec | None = None + reaggregate: ReaggregateSpec | None = None dimension_links: list[LinkDimensionOutput] = Field(default_factory=list) created_at: UTCDatetime created_by: UserNameOnly | None = None diff --git a/datajunction-server/datajunction_server/models/reaggregate.py b/datajunction-server/datajunction_server/models/reaggregate.py new file mode 100644 index 000000000..922f2f141 --- /dev/null +++ b/datajunction-server/datajunction_server/models/reaggregate.py @@ -0,0 +1,76 @@ +"""Models for metric reaggregation declarations.""" + +from pydantic import BaseModel, Field + +from datajunction_server.enum import StrEnum + + +class ReaggregationFunction(StrEnum): + """ + Supported functions for metric reaggregation. + """ + + AUTO = "auto" + NONE = "none" + SUM = "sum" + AVG = "avg" + WEIGHTED_AVG = "weighted_avg" + LAST_VALUE = "last_value" + FIRST_VALUE = "first_value" + MIN = "min" + MAX = "max" + + +class DimensionReaggregateRule(BaseModel): + """ + Dimension-specific metric reaggregation rule. + """ + + dimension: str + fn: ReaggregationFunction + + +class ReaggregateSpec(BaseModel): + """ + Declaration for how a metric rolls up from its accumulation grain. + """ + + fn: ReaggregationFunction | None = None + weight: str | None = None + rules: list[DimensionReaggregateRule] = Field(default_factory=list) + + +def dump_reaggregate_spec( + spec: ReaggregateSpec | dict | None, +) -> dict | None: + """ + Return a JSON-serializable reaggregate spec dictionary. + """ + if spec is None: + return None + if isinstance(spec, ReaggregateSpec): + return spec.model_dump(mode="json") + return ReaggregateSpec.model_validate(spec).model_dump(mode="json") + + +def parse_reaggregate_spec( + spec: ReaggregateSpec | dict | None, +) -> ReaggregateSpec | None: + """ + Return a validated reaggregate spec model. + """ + if spec is None: + return None + if isinstance(spec, ReaggregateSpec): + return spec + return ReaggregateSpec.model_validate(spec) + + +def dimension_reaggregate_rules( + spec: ReaggregateSpec | dict | None, +) -> list[DimensionReaggregateRule]: + """ + Return the dimension-specific reaggregation rules from a spec. + """ + reaggregate = parse_reaggregate_spec(spec) + return reaggregate.rules if reaggregate else [] diff --git a/datajunction-server/datajunction_server/models/semiadditive.py b/datajunction-server/datajunction_server/models/semiadditive.py deleted file mode 100644 index 2fb6ca1a3..000000000 --- a/datajunction-server/datajunction_server/models/semiadditive.py +++ /dev/null @@ -1,51 +0,0 @@ -"""Models for semi-additive metric declarations.""" - -from pydantic import BaseModel - -from datajunction_server.enum import StrEnum - - -class SemiAdditiveCollapseFunction(StrEnum): - """ - Supported collapse functions for semi-additive metrics. - """ - - LAST_VALUE = "last_value" - FIRST_VALUE = "first_value" - MIN = "min" - MAX = "max" - - -class SemiAdditiveSpec(BaseModel): - """ - Declaration that a metric must collapse, rather than sum, across a dimension. - """ - - dimension: str - function: SemiAdditiveCollapseFunction - - -def dump_semi_additive_spec( - spec: SemiAdditiveSpec | dict | None, -) -> dict | None: - """ - Return a JSON-serializable semi-additive spec dictionary. - """ - if spec is None: - return None - if isinstance(spec, SemiAdditiveSpec): - return spec.model_dump(mode="json") - return SemiAdditiveSpec.model_validate(spec).model_dump(mode="json") - - -def parse_semi_additive_spec( - spec: SemiAdditiveSpec | dict | None, -) -> SemiAdditiveSpec | None: - """ - Return a validated semi-additive spec model. - """ - if spec is None: - return None - if isinstance(spec, SemiAdditiveSpec): - return spec - return SemiAdditiveSpec.model_validate(spec) diff --git a/datajunction-server/datajunction_server/sql/decompose.py b/datajunction-server/datajunction_server/sql/decompose.py index da0a7a929..24f250b47 100644 --- a/datajunction-server/datajunction_server/sql/decompose.py +++ b/datajunction-server/datajunction_server/sql/decompose.py @@ -17,9 +17,10 @@ MetricComponent, ) from datajunction_server.models.node_type import NodeType -from datajunction_server.models.semiadditive import ( - SemiAdditiveSpec, - parse_semi_additive_spec, +from datajunction_server.models.reaggregate import ( + ReaggregateSpec, + dimension_reaggregate_rules, + parse_reaggregate_spec, ) from datajunction_server.naming import amenable_col_names from datajunction_server.sql import functions as dj_functions @@ -751,7 +752,7 @@ class BaseMetricData: name: str query: str - semi_additive: SemiAdditiveSpec | dict | None = None + reaggregate: ReaggregateSpec | dict | None = None @dataclass @@ -938,7 +939,7 @@ async def extract( base_ast = parse(base_metric.query) base_components, derived_ast = self._extract_base( base_ast, - parse_semi_additive_spec(base_metric.semi_additive), + parse_reaggregate_spec(base_metric.reaggregate), ) for comp in base_components: @@ -993,10 +994,10 @@ def _build_metric_data_from_cache( ] if metric_parents: - if metric_node.current.semi_additive: + if metric_node.current.reaggregate: raise DJInvalidInputException( "Semi-additive metrics must be base metrics in V1. " - f"Derived metric `{metric_node.name}` declares semi_additive.", + f"Derived metric `{metric_node.name}` declares reaggregate.", ) # Derived metric - base metrics are the parent metrics @@ -1007,7 +1008,7 @@ def _build_metric_data_from_cache( BaseMetricData( name=parent_name, query=nodes_cache[parent_name].current.query, - semi_additive=nodes_cache[parent_name].current.semi_additive, + reaggregate=nodes_cache[parent_name].current.reaggregate, ) for parent_name in metric_parents if nodes_cache[parent_name].current @@ -1023,7 +1024,7 @@ def _build_metric_data_from_cache( BaseMetricData( name=metric_node.name, query=metric_node.current.query, - semi_additive=metric_node.current.semi_additive, + reaggregate=metric_node.current.reaggregate, ), ], ) @@ -1040,7 +1041,7 @@ async def _load_metric_data(self, session: AsyncSession) -> MetricData: select( Node.name.label("parent_name"), NodeRevision.query.label("parent_query"), - NodeRevision.semi_additive.label("parent_semi_additive"), + NodeRevision.reaggregate.label("parent_reaggregate"), ) .select_from(NodeRelationship) .join(Node, NodeRelationship.parent_id == Node.id) @@ -1061,7 +1062,7 @@ async def _load_metric_data(self, session: AsyncSession) -> MetricData: this_metric_stmt = ( select( NodeRevision.query, - NodeRevision.semi_additive, + NodeRevision.reaggregate, Node.name, ) .join(Node, NodeRevision.node_id == Node.id) @@ -1074,10 +1075,10 @@ async def _load_metric_data(self, session: AsyncSession) -> MetricData: this_row = this_result.one() if parent_rows: - if this_row.semi_additive: + if this_row.reaggregate: raise DJInvalidInputException( "Semi-additive metrics must be base metrics in V1. " - f"Derived metric `{this_row.name}` declares semi_additive.", + f"Derived metric `{this_row.name}` declares reaggregate.", ) # Derived metric - base metrics are the parents @@ -1088,7 +1089,7 @@ async def _load_metric_data(self, session: AsyncSession) -> MetricData: BaseMetricData( name=row.parent_name, query=row.parent_query, - semi_additive=row.parent_semi_additive, + reaggregate=row.parent_reaggregate, ) for row in parent_rows ], @@ -1102,7 +1103,7 @@ async def _load_metric_data(self, session: AsyncSession) -> MetricData: BaseMetricData( name=this_row.name, query=this_row.query, - semi_additive=this_row.semi_additive, + reaggregate=this_row.reaggregate, ), ], ) @@ -1110,7 +1111,7 @@ async def _load_metric_data(self, session: AsyncSession) -> MetricData: def _extract_base( self, query_ast: ast.Query, - semi_additive: SemiAdditiveSpec | None = None, + reaggregate: ReaggregateSpec | None = None, ) -> tuple[list[MetricComponent], ast.Query]: """ Extract components from a base metric by decomposing aggregations. @@ -1142,9 +1143,10 @@ def _extract_base( # If any aggregation is non-decomposable, abort decomposition # entirely — the metric is non-decomposable as a whole. if any(get_decomposition(dj_fn) is None for _, dj_fn in agg_funcs): - if semi_additive: - self._raise_unsupported_semi_additive_shape( - "semi-additive metrics must use a decomposable aggregation", + if dimension_reaggregate_rules(reaggregate): + self._raise_unsupported_reaggregate_shape( + "dimension-specific reaggregation requires a " + "decomposable aggregation", ) return [], query_ast @@ -1168,22 +1170,28 @@ def _extract_base( for proj in query_ast.select.projection: wrap_divisions_in_nullif(cast(ast.Expression, proj)) - if semi_additive: - self._attach_semi_additive_spec(components, semi_additive) + if reaggregate is not None and dimension_reaggregate_rules(reaggregate): + self._attach_reaggregate_spec(components, reaggregate) return components, query_ast - def _attach_semi_additive_spec( + def _attach_reaggregate_spec( self, components: list[MetricComponent], - semi_additive: SemiAdditiveSpec, + reaggregate: ReaggregateSpec, ) -> None: """ - Attach a semi-additive declaration to a single ordinary measure component. + Attach a dimension-specific reaggregation rule to one ordinary measure. """ + dimension_rules = dimension_reaggregate_rules(reaggregate) + if len(dimension_rules) != 1: + self._raise_unsupported_reaggregate_shape( + "dimension-specific reaggregation requires exactly one rule", + ) + if len(components) != 1: - self._raise_unsupported_semi_additive_shape( - "semi-additive metrics must decompose to exactly one component", + self._raise_unsupported_reaggregate_shape( + "dimension-specific reaggregation requires exactly one component", ) component = components[0] @@ -1192,17 +1200,17 @@ def _attach_semi_additive_spec( or component.aggregation is None or component.merge is None ): - self._raise_unsupported_semi_additive_shape( - "semi-additive metrics must decompose to one non-distinct " + self._raise_unsupported_reaggregate_shape( + "dimension-specific reaggregation requires one non-distinct " "fully-aggregatable component", ) - component.rule.semi_additive = semi_additive + component.rule.reaggregate = dimension_rules[0] @staticmethod - def _raise_unsupported_semi_additive_shape(reason: str) -> None: + def _raise_unsupported_reaggregate_shape(reason: str) -> None: raise DJInvalidInputException( - f"Unsupported semi-additive metric shape: {reason}.", + f"Unsupported reaggregate metric shape: {reason}.", ) def _substitute_metric_references( diff --git a/datajunction-server/tests/api/cubes_test.py b/datajunction-server/tests/api/cubes_test.py index 84604fad7..538d93316 100644 --- a/datajunction-server/tests/api/cubes_test.py +++ b/datajunction-server/tests/api/cubes_test.py @@ -3588,7 +3588,7 @@ async def test_cube_materialization_metadata( "name": "count_c8e42e74", "rule": { "level": None, - "semi_additive": None, + "reaggregate": None, "type": "full", }, }, @@ -3600,7 +3600,7 @@ async def test_cube_materialization_metadata( "name": "discount_sum_30b84e6c", "rule": { "level": None, - "semi_additive": None, + "reaggregate": None, "type": "full", }, }, @@ -3612,7 +3612,7 @@ async def test_cube_materialization_metadata( "name": "price_count_935e7117", "rule": { "level": None, - "semi_additive": None, + "reaggregate": None, "type": "full", }, }, @@ -3624,7 +3624,7 @@ async def test_cube_materialization_metadata( "name": "price_discount_sum_e4ba5456", "rule": { "level": None, - "semi_additive": None, + "reaggregate": None, "type": "full", }, }, @@ -3636,7 +3636,7 @@ async def test_cube_materialization_metadata( "name": "price_sum_935e7117", "rule": { "level": None, - "semi_additive": None, + "reaggregate": None, "type": "full", }, }, @@ -3648,7 +3648,7 @@ async def test_cube_materialization_metadata( "name": "repair_order_id_count_bd241964", "rule": { "level": None, - "semi_additive": None, + "reaggregate": None, "type": "full", }, }, @@ -3660,7 +3660,7 @@ async def test_cube_materialization_metadata( "name": "total_repair_cost_sum_67874507", "rule": { "level": None, - "semi_additive": None, + "reaggregate": None, "type": "full", }, }, @@ -3780,7 +3780,7 @@ async def test_cube_materialization_metadata( "name": "price_sum_252381cf", "rule": { "level": None, - "semi_additive": None, + "reaggregate": None, "type": "full", }, }, @@ -4033,7 +4033,7 @@ async def test_cube_materialization_metadata( "grain_alias": None, "aggregation": "COUNT", "merge": "SUM", - "rule": {"type": "full", "level": None, "semi_additive": None}, + "rule": {"type": "full", "level": None, "reaggregate": None}, }, { "name": "discount_sum_30b84e6c", @@ -4041,7 +4041,7 @@ async def test_cube_materialization_metadata( "grain_alias": None, "aggregation": "SUM", "merge": "SUM", - "rule": {"type": "full", "level": None, "semi_additive": None}, + "rule": {"type": "full", "level": None, "reaggregate": None}, }, { "name": "price_count_935e7117", @@ -4049,7 +4049,7 @@ async def test_cube_materialization_metadata( "grain_alias": None, "aggregation": "COUNT", "merge": "SUM", - "rule": {"type": "full", "level": None, "semi_additive": None}, + "rule": {"type": "full", "level": None, "reaggregate": None}, }, { "name": "price_discount_sum_e4ba5456", @@ -4057,7 +4057,7 @@ async def test_cube_materialization_metadata( "grain_alias": None, "aggregation": "SUM", "merge": "SUM", - "rule": {"type": "full", "level": None, "semi_additive": None}, + "rule": {"type": "full", "level": None, "reaggregate": None}, }, { "name": "price_sum_935e7117", @@ -4065,7 +4065,7 @@ async def test_cube_materialization_metadata( "grain_alias": None, "aggregation": "SUM", "merge": "SUM", - "rule": {"type": "full", "level": None, "semi_additive": None}, + "rule": {"type": "full", "level": None, "reaggregate": None}, }, { "name": "repair_order_id_count_bd241964", @@ -4073,7 +4073,7 @@ async def test_cube_materialization_metadata( "grain_alias": None, "aggregation": "COUNT", "merge": "SUM", - "rule": {"type": "full", "level": None, "semi_additive": None}, + "rule": {"type": "full", "level": None, "reaggregate": None}, }, { "name": "total_repair_cost_sum_67874507", @@ -4081,7 +4081,7 @@ async def test_cube_materialization_metadata( "grain_alias": None, "aggregation": "SUM", "merge": "SUM", - "rule": {"type": "full", "level": None, "semi_additive": None}, + "rule": {"type": "full", "level": None, "reaggregate": None}, }, { "name": "price_sum_252381cf", @@ -4089,7 +4089,7 @@ async def test_cube_materialization_metadata( "grain_alias": None, "aggregation": "SUM", "merge": "SUM", - "rule": {"type": "full", "level": None, "semi_additive": None}, + "rule": {"type": "full", "level": None, "reaggregate": None}, }, ], "timestamp_column": "hire_date", @@ -4824,7 +4824,7 @@ def _preserve_app_dependency_overrides( client_with_repairs_cube.app.dependency_overrides.update(original_overrides) @pytest.mark.asyncio - async def test_materialize_semi_additive_cube_without_protected_dimension_fails( + async def test_materialize_reaggregate_cube_without_protected_dimension_fails( self, client_with_build_v3: AsyncClient, mocker, @@ -4838,9 +4838,13 @@ async def test_materialize_semi_additive_cube_without_protected_dimension_fails( "description": "Semi-additive balance measured by order date", "query": "SELECT SUM(line_total) FROM v3.order_details", "mode": "published", - "semi_additive": { - "dimension": "v3.date.date_id[order]", - "function": "last_value", + "reaggregate": { + "rules": [ + { + "dimension": "v3.date.date_id[order]", + "fn": "last_value", + }, + ], }, }, ) @@ -4873,7 +4877,7 @@ async def test_materialize_semi_additive_cube_without_protected_dimension_fails( combiner.assert_not_called() @pytest.mark.asyncio - async def test_materialize_derived_semi_additive_cube_without_protected_dimension_fails( + async def test_materialize_derived_reaggregate_cube_without_protected_dimension_fails( self, client_with_build_v3: AsyncClient, mocker, @@ -4887,9 +4891,13 @@ async def test_materialize_derived_semi_additive_cube_without_protected_dimensio "description": "Semi-additive balance measured by order date", "query": "SELECT SUM(line_total) FROM v3.order_details", "mode": "published", - "semi_additive": { - "dimension": "v3.date.date_id[order]", - "function": "last_value", + "reaggregate": { + "rules": [ + { + "dimension": "v3.date.date_id[order]", + "fn": "last_value", + }, + ], }, }, ) diff --git a/datajunction-server/tests/api/metrics_test.py b/datajunction-server/tests/api/metrics_test.py index 0b725eb72..070f7c147 100644 --- a/datajunction-server/tests/api/metrics_test.py +++ b/datajunction-server/tests/api/metrics_test.py @@ -469,6 +469,7 @@ async def test_read_metrics(module__client_with_roads: AsyncClient) -> None: "merge": "SUM", "rule": { "level": None, + "reaggregate": None, "type": "full", }, }, @@ -480,6 +481,7 @@ async def test_read_metrics(module__client_with_roads: AsyncClient) -> None: "name": "count_c8e42e74", "rule": { "level": None, + "reaggregate": None, "type": "full", }, }, @@ -496,13 +498,13 @@ async def test_read_metrics(module__client_with_roads: AsyncClient) -> None: @pytest.mark.asyncio -async def test_metric_semi_additive_roundtrip_and_validation( +async def test_metric_reaggregate_roundtrip_and_validation( client_with_roads: AsyncClient, ) -> None: """ Semi-additive declarations round-trip and validate their protected dimension. """ - metric_name = f"default.semi_additive_repairs_{uuid4().hex}" + metric_name = f"default.reaggregate_repairs_{uuid4().hex}" response = await client_with_roads.post( "/nodes/metric/", json={ @@ -510,33 +512,55 @@ async def test_metric_semi_additive_roundtrip_and_validation( "description": "Repair orders with semi-additive declaration", "query": "SELECT COUNT(repair_order_id) FROM default.repair_orders_fact", "mode": "published", - "semi_additive": { - "dimension": "repair_order_id", - "function": "last_value", + "reaggregate": { + "rules": [ + { + "dimension": "repair_order_id", + "fn": "last_value", + }, + ], }, }, ) assert response.status_code in (200, 201), response.json() - assert response.json()["semi_additive"] == { - "dimension": "repair_order_id", - "function": "last_value", + assert response.json()["reaggregate"] == { + "fn": None, + "weight": None, + "rules": [ + { + "dimension": "repair_order_id", + "fn": "last_value", + }, + ], } response = await client_with_roads.get(f"/nodes/{metric_name}/") assert response.status_code == 200 - assert response.json()["semi_additive"] == { - "dimension": "repair_order_id", - "function": "last_value", + assert response.json()["reaggregate"] == { + "fn": None, + "weight": None, + "rules": [ + { + "dimension": "repair_order_id", + "fn": "last_value", + }, + ], } response = await client_with_roads.get(f"/metrics/{metric_name}/") assert response.status_code == 200 - assert response.json()["semi_additive"] == { - "dimension": "repair_order_id", - "function": "last_value", + assert response.json()["reaggregate"] == { + "fn": None, + "weight": None, + "rules": [ + { + "dimension": "repair_order_id", + "fn": "last_value", + }, + ], } - invalid_metric_name = f"default.invalid_semi_additive_{uuid4().hex}" + invalid_metric_name = f"default.invalid_reaggregate_{uuid4().hex}" response = await client_with_roads.post( "/nodes/metric/", json={ @@ -544,23 +568,27 @@ async def test_metric_semi_additive_roundtrip_and_validation( "description": "Invalid semi-additive declaration", "query": "SELECT COUNT(repair_order_id) FROM default.repair_orders_fact", "mode": "published", - "semi_additive": { - "dimension": "default.repair_orders_fact.nope", - "function": "last_value", + "reaggregate": { + "rules": [ + { + "dimension": "default.repair_orders_fact.nope", + "fn": "last_value", + }, + ], }, }, ) assert response.status_code == 422 assert response.json() == { - "message": "Node definition contains references to " - "columns as semi-additive dimensions that are not on parent nodes.", + "message": "Node definition contains references to columns as " + "reaggregate dimensions that are not on parent nodes.", "errors": [ { "code": "INVALID_COLUMN", - "message": "Node definition contains references to columns " - "as semi-additive dimensions that are not on parent nodes.", + "message": "Node definition contains references to columns as " + "reaggregate dimensions that are not on parent nodes.", "debug": { - "invalid_semi_additive_dimensions": [ + "invalid_reaggregate_dimensions": [ "default.repair_orders_fact.nope", ], }, diff --git a/datajunction-server/tests/construction/build_v3/cube_matcher_test.py b/datajunction-server/tests/construction/build_v3/cube_matcher_test.py index da227dc87..e8019e4b4 100644 --- a/datajunction-server/tests/construction/build_v3/cube_matcher_test.py +++ b/datajunction-server/tests/construction/build_v3/cube_matcher_test.py @@ -45,9 +45,13 @@ async def _create_daily_balance_metric(client_with_build_v3): "description": "Semi-additive balance measured by order date", "query": "SELECT SUM(line_total) FROM v3.order_details", "mode": "published", - "semi_additive": { - "dimension": "v3.date.date_id[order]", - "function": "last_value", + "reaggregate": { + "rules": [ + { + "dimension": "v3.date.date_id[order]", + "fn": "last_value", + }, + ], }, }, ) @@ -1190,7 +1194,7 @@ def _boom(_filters): assert "could not be parsed" in str(exc.value) @pytest.mark.asyncio - async def test_semi_additive_cube_missing_protected_dimension_not_matched( + async def test_reaggregate_cube_missing_protected_dimension_not_matched( self, client_with_build_v3, session, @@ -1229,7 +1233,7 @@ async def test_semi_additive_cube_missing_protected_dimension_not_matched( assert result is None @pytest.mark.asyncio - async def test_semi_additive_unsafe_cube_falls_back_to_live_sql( + async def test_reaggregate_unsafe_cube_falls_back_to_live_sql( self, client_with_build_v3, session, @@ -1271,7 +1275,7 @@ async def test_semi_additive_unsafe_cube_falls_back_to_live_sql( assert "date_id_order" in result.sql @pytest.mark.asyncio - async def test_derived_semi_additive_cube_missing_protected_dimension_not_matched( + async def test_derived_reaggregate_cube_missing_protected_dimension_not_matched( self, client_with_build_v3, session, @@ -1310,7 +1314,7 @@ async def test_derived_semi_additive_cube_missing_protected_dimension_not_matche assert result is None @pytest.mark.asyncio - async def test_pinned_semi_additive_cube_missing_protected_dimension_raises( + async def test_pinned_reaggregate_cube_missing_protected_dimension_raises( self, client_with_build_v3, session, @@ -1345,7 +1349,7 @@ async def test_pinned_semi_additive_cube_missing_protected_dimension_raises( assert "protected dimension" in str(exc.value) @pytest.mark.asyncio - async def test_pinned_derived_semi_additive_cube_missing_protected_dimension_raises( + async def test_pinned_derived_reaggregate_cube_missing_protected_dimension_raises( self, client_with_build_v3, session, diff --git a/datajunction-server/tests/construction/build_v3/decomposition_test.py b/datajunction-server/tests/construction/build_v3/decomposition_test.py index b7d476ef1..62ea47076 100644 --- a/datajunction-server/tests/construction/build_v3/decomposition_test.py +++ b/datajunction-server/tests/construction/build_v3/decomposition_test.py @@ -5,7 +5,7 @@ import pytest from datajunction_server.construction.build_v3.decomposition import ( - _semi_additive_dimension_requested, + _reaggregate_dimension_requested, get_base_metrics_for_derived, is_derived_metric, ) @@ -237,14 +237,14 @@ def test_metric_with_only_dimension_parent_not_derived(self): ("v3.date.date_id", ["v3.date.date_id[order]"], False), ], ) -def test_semi_additive_dimension_requested_is_role_sensitive( +def test_reaggregate_dimension_requested_is_role_sensitive( protected_dimension, requested_dimensions, expected, ): """A role-less ref must not satisfy a role-qualified protected dimension.""" assert ( - _semi_additive_dimension_requested(protected_dimension, requested_dimensions) + _reaggregate_dimension_requested(protected_dimension, requested_dimensions) is expected ) diff --git a/datajunction-server/tests/construction/build_v3/metrics_sql_test.py b/datajunction-server/tests/construction/build_v3/metrics_sql_test.py index d2f9659b2..c580d8092 100644 --- a/datajunction-server/tests/construction/build_v3/metrics_sql_test.py +++ b/datajunction-server/tests/construction/build_v3/metrics_sql_test.py @@ -110,9 +110,13 @@ async def _create_daily_balance_metric(client_with_build_v3): "description": "Semi-additive balance measured by order date", "query": "SELECT SUM(line_total) FROM v3.order_details", "mode": "published", - "semi_additive": { - "dimension": "v3.date.date_id[order]", - "function": "last_value", + "reaggregate": { + "rules": [ + { + "dimension": "v3.date.date_id[order]", + "fn": "last_value", + }, + ], }, }, ) @@ -127,9 +131,13 @@ async def _create_first_daily_balance_metric(client_with_build_v3): "description": "Semi-additive balance measured by first order date", "query": "SELECT SUM(line_total) FROM v3.order_details", "mode": "published", - "semi_additive": { - "dimension": "v3.date.date_id[order]", - "function": "first_value", + "reaggregate": { + "rules": [ + { + "dimension": "v3.date.date_id[order]", + "fn": "first_value", + }, + ], }, }, ) @@ -179,9 +187,13 @@ async def _create_product_balance_metric(client_with_build_v3): "description": "Semi-additive balance protected by product", "query": "SELECT SUM(line_total) FROM v3.order_details", "mode": "published", - "semi_additive": { - "dimension": "v3.product.product_id", - "function": "last_value", + "reaggregate": { + "rules": [ + { + "dimension": "v3.product.product_id", + "fn": "last_value", + }, + ], }, }, ) @@ -223,7 +235,7 @@ async def _create_wow_product_balance_index_metric(client_with_build_v3): assert response.status_code in (200, 201), response.json() @pytest.mark.asyncio - async def test_semi_additive_collapses_when_protected_dimension_omitted( + async def test_reaggregate_collapses_when_protected_dimension_omitted( self, client_with_build_v3, ): @@ -286,7 +298,7 @@ async def test_semi_additive_collapses_when_protected_dimension_omitted( ] @pytest.mark.asyncio - async def test_semi_additive_druid_uses_latest_by_for_last_value( + async def test_reaggregate_druid_uses_latest_by_for_last_value( self, client_with_build_v3, ): @@ -339,7 +351,7 @@ async def test_semi_additive_druid_uses_latest_by_for_last_value( assert "ARG_MAX" not in response.json()["sql"] @pytest.mark.asyncio - async def test_semi_additive_auto_routed_druid_uses_latest_by( + async def test_reaggregate_auto_routed_druid_uses_latest_by( self, client_with_build_v3, ): @@ -414,7 +426,7 @@ async def test_semi_additive_auto_routed_druid_uses_latest_by( assert "ARG_MAX" not in sql @pytest.mark.asyncio - async def test_semi_additive_druid_uses_earliest_by_for_first_value( + async def test_reaggregate_druid_uses_earliest_by_for_first_value( self, client_with_build_v3, ): @@ -438,7 +450,7 @@ async def test_semi_additive_druid_uses_earliest_by_for_first_value( assert "ARG_MIN" not in sql @pytest.mark.asyncio - async def test_semi_additive_derived_metric_uses_collapsed_base( + async def test_reaggregate_derived_metric_uses_collapsed_base( self, client_with_build_v3, ): @@ -464,7 +476,7 @@ async def test_semi_additive_derived_metric_uses_collapsed_base( assert "10.0 / NULLIF(SUM(" not in sql @pytest.mark.asyncio - async def test_semi_additive_derived_metric_preserves_requested_protected_dimension( + async def test_reaggregate_derived_metric_preserves_requested_protected_dimension( self, client_with_build_v3, ): @@ -488,7 +500,7 @@ async def test_semi_additive_derived_metric_preserves_requested_protected_dimens assert "MAX_BY(" not in sql @pytest.mark.asyncio - async def test_semi_additive_nested_window_metric_reaggregates_with_collapse( + async def test_reaggregate_nested_window_metric_reaggregates_with_collapse( self, client_with_build_v3, ): @@ -515,7 +527,7 @@ async def test_semi_additive_nested_window_metric_reaggregates_with_collapse( assert "LAG(base_metrics.daily_balance_index, 1)" in sql @pytest.mark.asyncio - async def test_semi_additive_window_grain_reaggregation_uses_collapse( + async def test_reaggregate_window_grain_reaggregation_uses_collapse( self, client_with_build_v3, ): @@ -543,7 +555,7 @@ async def test_semi_additive_window_grain_reaggregation_uses_collapse( assert "LAG(order_details_week_agg.product_balance_index, 1)" in sql @pytest.mark.asyncio - async def test_semi_additive_uses_normal_aggregation_when_protected_dimension_requested( + async def test_reaggregate_uses_normal_aggregation_when_protected_dimension_requested( self, client_with_build_v3, ): @@ -584,7 +596,7 @@ async def test_semi_additive_uses_normal_aggregation_when_protected_dimension_re assert "MAX_BY" not in response.json()["sql"] @pytest.mark.asyncio - async def test_semi_additive_collapses_when_roleless_base_dimension_requested( + async def test_reaggregate_collapses_when_roleless_base_dimension_requested( self, client_with_build_v3, ): @@ -609,7 +621,7 @@ async def test_semi_additive_collapses_when_roleless_base_dimension_requested( ) @pytest.mark.asyncio - async def test_semi_additive_collapses_with_coarser_time_dimension( + async def test_reaggregate_collapses_with_coarser_time_dimension( self, client_with_build_v3, ): diff --git a/datajunction-server/tests/construction/build_v3/preagg_substitution_test.py b/datajunction-server/tests/construction/build_v3/preagg_substitution_test.py index c7fa31328..f8a045a70 100644 --- a/datajunction-server/tests/construction/build_v3/preagg_substitution_test.py +++ b/datajunction-server/tests/construction/build_v3/preagg_substitution_test.py @@ -95,9 +95,13 @@ async def _create_daily_balance_metric(client_with_build_v3): "description": "Semi-additive balance measured by order date", "query": "SELECT SUM(line_total) FROM v3.order_details", "mode": "published", - "semi_additive": { - "dimension": "v3.date.date_id[order]", - "function": "last_value", + "reaggregate": { + "rules": [ + { + "dimension": "v3.date.date_id[order]", + "fn": "last_value", + }, + ], }, }, ) @@ -217,7 +221,7 @@ async def test_external_preagg_rolls_up_additive(self, client_with_build_v3): ) @pytest.mark.asyncio - async def test_external_preagg_retaining_semi_additive_dimension_rolls_up( + async def test_external_preagg_retaining_reaggregate_dimension_rolls_up( self, client_with_build_v3, ): @@ -273,7 +277,7 @@ async def test_external_preagg_retaining_semi_additive_dimension_rolls_up( ) @pytest.mark.asyncio - async def test_external_preagg_missing_semi_additive_dimension_is_not_used( + async def test_external_preagg_missing_reaggregate_dimension_is_not_used( self, client_with_build_v3, ): diff --git a/datajunction-server/tests/internal/deployment/validation_test.py b/datajunction-server/tests/internal/deployment/validation_test.py index 2e3f52f56..b5d8677ee 100644 --- a/datajunction-server/tests/internal/deployment/validation_test.py +++ b/datajunction-server/tests/internal/deployment/validation_test.py @@ -794,20 +794,24 @@ async def test_invalid_short_name_not_in_parent_columns( assert "no_such_col" in err.debug["invalid_required_dimensions"] @pytest.mark.asyncio - async def test_valid_semi_additive_dimension_full_path( + async def test_valid_reaggregate_dimension_full_path( self, session: AsyncSession, parent_node: Node, ): - """semi_additive.dimension full-path column found in dim nodes is valid.""" + """reaggregate.rules[].dimension full-path column found in dim nodes is valid.""" dim_node = self._make_dim_node("test.dim", ["dateint"]) context = self._make_context(session, parent_node) spec = MetricSpec( name="test.metric", query="SELECT SUM(value) FROM test.parent", - semi_additive={ - "dimension": "test.dim.dateint", - "function": "last_value", + reaggregate={ + "rules": [ + { + "dimension": "test.dim.dateint", + "fn": "last_value", + }, + ], }, ) validator = NodeSpecBulkValidator(context) @@ -819,20 +823,24 @@ async def test_valid_semi_additive_dimension_full_path( assert ErrorCode.INVALID_COLUMN not in error_codes @pytest.mark.asyncio - async def test_invalid_semi_additive_dimension_column( + async def test_invalid_reaggregate_dimension_column( self, session: AsyncSession, parent_node: Node, ): - """semi_additive.dimension full-path column absent from dim node is invalid.""" + """reaggregate.rules[].dimension full-path column absent from dim node is invalid.""" dim_node = self._make_dim_node("test.dim", ["dateint"]) context = self._make_context(session, parent_node) spec = MetricSpec( name="test.metric", query="SELECT SUM(value) FROM test.parent", - semi_additive={ - "dimension": "test.dim.nonexistent_col", - "function": "last_value", + reaggregate={ + "rules": [ + { + "dimension": "test.dim.nonexistent_col", + "fn": "last_value", + }, + ], }, ) validator = NodeSpecBulkValidator(context) @@ -842,9 +850,7 @@ async def test_invalid_semi_additive_dimension_column( assert result.status == NodeStatus.INVALID err = next(e for e in result.errors if e.code == ErrorCode.INVALID_COLUMN) assert err.debug is not None - assert ( - "test.dim.nonexistent_col" in err.debug["invalid_semi_additive_dimensions"] - ) + assert "test.dim.nonexistent_col" in err.debug["invalid_reaggregate_dimensions"] @pytest.mark.asyncio async def test_no_required_dimensions_is_noop( diff --git a/datajunction-server/tests/internal/namespaces_test.py b/datajunction-server/tests/internal/namespaces_test.py index 1c563211d..dd3be1ca1 100644 --- a/datajunction-server/tests/internal/namespaces_test.py +++ b/datajunction-server/tests/internal/namespaces_test.py @@ -1108,6 +1108,32 @@ def test_no_yaml_document_start_marker(self): "query: SELECT SUM(rev) FROM ns.transforms.t", ] + def test_metric_reaggregate_exports_dimension_rules(self): + """metric reaggregate exports the rule list without null future fields""" + spec = MetricSpec( + name="ns.metrics.daily_balance", + node_type=NodeType.METRIC, + query="SELECT SUM(balance) FROM ns.transforms.accounts", + reaggregate={ + "rules": [ + { + "dimension": "${prefix}v3.date.date_id[order]", + "fn": "last_value", + }, + ], + }, + ) + assert node_spec_to_yaml(spec).splitlines() == [ + "name: ns.metrics.daily_balance", + "node_type: metric", + "mode: published", + "query: SELECT SUM(balance) FROM ns.transforms.accounts", + "reaggregate:", + " rules:", + " - dimension: ${prefix}v3.date.date_id[order]", + " fn: last_value", + ] + def test_multiline_query_uses_literal_block_style(self): """multiline queries are serialized with |- literal block style""" spec = MetricSpec( diff --git a/datajunction-server/tests/internal/nodes/derive_frozen_measures_test.py b/datajunction-server/tests/internal/nodes/derive_frozen_measures_test.py index e8d79fc70..2470285ca 100644 --- a/datajunction-server/tests/internal/nodes/derive_frozen_measures_test.py +++ b/datajunction-server/tests/internal/nodes/derive_frozen_measures_test.py @@ -63,7 +63,7 @@ async def _make_metric( name: str, query: str, parents: list[Node], - semi_additive: dict[str, str] | None = None, + reaggregate: dict[str, object] | None = None, ) -> Node: node = Node( name=name, @@ -77,7 +77,7 @@ async def _make_metric( type=NodeType.METRIC, version="v1.0", query=query, - semi_additive=semi_additive, + reaggregate=reaggregate, status=NodeStatus.VALID, parents=parents, created_by_id=user.id, @@ -135,37 +135,40 @@ async def test_frozen_measure_name_collision_with_different_rule_raises( src = await _make_source( session, user, - "src_semi_additive_collision", + "src_reaggregate_collision", [Column(name="semi_amount", type=ct.DoubleType(), order=0)], ) - semi_additive = await _make_metric( + reaggregate = await _make_metric( session, user, "m.semi_amount_eod", - "SELECT SUM(semi_amount) FROM src_semi_additive_collision", + "SELECT SUM(semi_amount) FROM src_reaggregate_collision", [src], - semi_additive={ - "dimension": "default.date_dim.date", - "function": "last_value", + reaggregate={ + "rules": [ + { + "dimension": "default.date_dim.date", + "fn": "last_value", + }, + ], }, ) additive = await _make_metric( session, user, "m.semi_amount_total", - "SELECT SUM(semi_amount) FROM src_semi_additive_collision", + "SELECT SUM(semi_amount) FROM src_reaggregate_collision", [src], ) - await session.refresh(semi_additive, ["current"]) + await session.refresh(reaggregate, ["current"]) await session.refresh(additive, ["current"]) - await derive_frozen_measures_bulk(session, [semi_additive.current.id]) + await derive_frozen_measures_bulk(session, [reaggregate.current.id]) await session.commit() - await session.refresh(semi_additive.current, ["frozen_measures"]) + await session.refresh(reaggregate.current, ["frozen_measures"]) assert any( - fm.rule.semi_additive is not None - for fm in semi_additive.current.frozen_measures + fm.rule.reaggregate is not None for fm in reaggregate.current.frozen_measures ) with pytest.raises( diff --git a/datajunction-server/tests/sql/decompose_test.py b/datajunction-server/tests/sql/decompose_test.py index 4ede5efc1..a2eac58d7 100644 --- a/datajunction-server/tests/sql/decompose_test.py +++ b/datajunction-server/tests/sql/decompose_test.py @@ -15,9 +15,9 @@ ) from datajunction_server.models.engine import Dialect from datajunction_server.models.node_type import NodeType -from datajunction_server.models.semiadditive import ( - SemiAdditiveCollapseFunction, - SemiAdditiveSpec, +from datajunction_server.models.reaggregate import ( + DimensionReaggregateRule, + ReaggregationFunction, ) from datajunction_server.sql import functions as dj_functions from datajunction_server.sql.decompose import ( @@ -71,7 +71,7 @@ async def _create( query: str, name: str | None = None, parent=None, - semi_additive: dict[str, str] | None = None, + reaggregate: dict[str, object] | None = None, ): parent_to_use = parent if parent else parent_node metric_name = name or f"test_metric_{len(created_metrics)}" @@ -91,7 +91,7 @@ async def _create( name=metric_name, type=NodeType.METRIC, query=query, - semi_additive=semi_additive, + reaggregate=reaggregate, created_by_id=current_user.id, ) session.add(metric_rev) @@ -132,24 +132,28 @@ async def test_simple_sum(session: AsyncSession, create_metric): @pytest.mark.asyncio -async def test_semi_additive_sum_attaches_spec(session: AsyncSession, create_metric): +async def test_reaggregate_sum_attaches_spec(session: AsyncSession, create_metric): """ Semi-additive declarations attach to the single extracted base measure. """ metric_rev = await create_metric( "SELECT SUM(account_balance) FROM parent_node", - semi_additive={ - "dimension": "default.date_dim.date", - "function": "last_value", + reaggregate={ + "rules": [ + { + "dimension": "default.date_dim.date", + "fn": "last_value", + }, + ], }, ) extractor = MetricComponentExtractor(metric_rev.id) measures, derived_sql = await extractor.extract(session) - expected_spec = SemiAdditiveSpec( + expected_spec = DimensionReaggregateRule( dimension="default.date_dim.date", - function=SemiAdditiveCollapseFunction.LAST_VALUE, + fn=ReaggregationFunction.LAST_VALUE, ) assert measures == [ MetricComponent( @@ -159,7 +163,7 @@ async def test_semi_additive_sum_attaches_spec(session: AsyncSession, create_met merge="SUM", rule=AggregationRule( type=Aggregability.FULL, - semi_additive=expected_spec, + reaggregate=expected_spec, ), ), ] @@ -921,7 +925,7 @@ async def test_unsupported_aggregation_function(session: AsyncSession, create_me ), ], ) -async def test_unsupported_semi_additive_shapes( +async def test_unsupported_reaggregate_shapes( session: AsyncSession, create_metric, query: str, @@ -932,9 +936,13 @@ async def test_unsupported_semi_additive_shapes( """ metric_rev = await create_metric( query, - semi_additive={ - "dimension": "default.date_dim.date", - "function": "last_value", + reaggregate={ + "rules": [ + { + "dimension": "default.date_dim.date", + "fn": "last_value", + }, + ], }, ) diff --git a/datajunction-ui/src/app/pages/AddEditNodePage/SemiAdditiveFields.jsx b/datajunction-ui/src/app/pages/AddEditNodePage/ReaggregateFields.jsx similarity index 76% rename from datajunction-ui/src/app/pages/AddEditNodePage/SemiAdditiveFields.jsx rename to datajunction-ui/src/app/pages/AddEditNodePage/ReaggregateFields.jsx index b146434f1..7a8535f67 100644 --- a/datajunction-ui/src/app/pages/AddEditNodePage/SemiAdditiveFields.jsx +++ b/datajunction-ui/src/app/pages/AddEditNodePage/ReaggregateFields.jsx @@ -9,10 +9,10 @@ import { FormikSelect } from './FormikSelect'; const SEMI_ADDITIVE_FUNCTIONS = ['last_value', 'first_value', 'min', 'max']; -export const SemiAdditiveFields = () => { +export const ReaggregateFields = () => { const djClient = useContext(DJClientContext).DataJunctionAPI; const { values } = useFormikContext(); - const [dimensionField] = useField('semi_additive_dimension'); + const [dimensionField] = useField('reaggregate_dimension'); const [dimensionOptions, setDimensionOptions] = useState([]); useEffect(() => { @@ -46,16 +46,16 @@ export const SemiAdditiveFields = () => { }, [dimensionField.value, dimensionOptions]); return ( -
+
- - + + {
- - + + {SEMI_ADDITIVE_FUNCTIONS.map(func => ( diff --git a/datajunction-ui/src/app/pages/AddEditNodePage/__tests__/AddEditNodePageFormSuccess.test.jsx b/datajunction-ui/src/app/pages/AddEditNodePage/__tests__/AddEditNodePageFormSuccess.test.jsx index 5801d3e3e..a7bbdd578 100644 --- a/datajunction-ui/src/app/pages/AddEditNodePage/__tests__/AddEditNodePageFormSuccess.test.jsx +++ b/datajunction-ui/src/app/pages/AddEditNodePage/__tests__/AddEditNodePageFormSuccess.test.jsx @@ -203,10 +203,10 @@ describe('AddEditNodePage submission succeeded', () => { ); }); - const selectSemiAdditiveDimension = getByTestId( + const selectReaggregateDimension = getByTestId( 'select-semi-additive-dimension', ); - fireEvent.keyDown(selectSemiAdditiveDimension.firstChild, { + fireEvent.keyDown(selectReaggregateDimension.firstChild, { key: 'ArrowDown', }); fireEvent.click(await screen.findByText('v3.date.date_id[order]')); @@ -236,8 +236,12 @@ describe('AddEditNodePage submission succeeded', () => { undefined, null, { - dimension: 'v3.date.date_id[order]', - function: 'last_value', + rules: [ + { + dimension: 'v3.date.date_id[order]', + fn: 'last_value', + }, + ], }, ); }, @@ -385,9 +389,13 @@ describe('AddEditNodePage submission succeeded', () => { ...mocks.mockGetMetricNode, current: { ...mocks.mockGetMetricNode.current, - semiAdditive: { - dimension: 'v3.date.date_id[order]', - function: 'LAST_VALUE', + reaggregate: { + rules: [ + { + dimension: 'v3.date.date_id[order]', + fn: 'LAST_VALUE', + }, + ], }, }, }); @@ -440,8 +448,12 @@ describe('AddEditNodePage submission succeeded', () => { ['dj'], { key1: 'value1', key2: 'value2' }, { - dimension: 'v3.date.date_id[order]', - function: 'last_value', + rules: [ + { + dimension: 'v3.date.date_id[order]', + fn: 'last_value', + }, + ], }, ); }); @@ -454,9 +466,13 @@ describe('AddEditNodePage submission succeeded', () => { ...mocks.mockGetMetricNode, current: { ...mocks.mockGetMetricNode.current, - semiAdditive: { - dimension: 'v3.date.date_id[order]', - function: 'LAST_VALUE', + reaggregate: { + rules: [ + { + dimension: 'v3.date.date_id[order]', + fn: 'LAST_VALUE', + }, + ], }, }, }); @@ -491,11 +507,11 @@ describe('AddEditNodePage submission succeeded', () => { expect(screen.getByText('v3.date.date_id[order]')).toBeInTheDocument(); }); - const clearSemiAdditiveDimension = screen + const clearReaggregateDimension = screen .getByTestId('select-semi-additive-dimension') - .querySelector('.SemiAdditiveDimension__clear-indicator'); - expect(clearSemiAdditiveDimension).toBeInTheDocument(); - fireEvent.mouseDown(clearSemiAdditiveDimension, { button: 0 }); + .querySelector('.ReaggregateDimension__clear-indicator'); + expect(clearReaggregateDimension).toBeInTheDocument(); + fireEvent.mouseDown(clearReaggregateDimension, { button: 0 }); fireEvent.change(screen.getByLabelText('Semi-Additive Type'), { target: { value: '' }, }); diff --git a/datajunction-ui/src/app/pages/AddEditNodePage/index.jsx b/datajunction-ui/src/app/pages/AddEditNodePage/index.jsx index 8b8fcbac2..fcb0f3088 100644 --- a/datajunction-ui/src/app/pages/AddEditNodePage/index.jsx +++ b/datajunction-ui/src/app/pages/AddEditNodePage/index.jsx @@ -27,7 +27,7 @@ import { RequiredDimensionsSelect } from './RequiredDimensionsSelect'; import LoadingIcon from '../../icons/LoadingIcon'; import { ColumnsSelect } from './ColumnsSelect'; import { CustomMetadataField } from './CustomMetadataField'; -import { SemiAdditiveFields } from './SemiAdditiveFields'; +import { ReaggregateFields } from './ReaggregateFields'; class Action { static Add = new Action('add'); @@ -72,9 +72,9 @@ export function AddEditNodePage({ extensions = {} }) { mode: 'published', owners: [], custom_metadata: '', - semi_additive_dimension: '', - semi_additive_function: '', - had_semi_additive: false, + reaggregate_dimension: '', + reaggregate_function: '', + had_reaggregate: false, }; const validator = values => { @@ -97,11 +97,11 @@ export function AddEditNodePage({ extensions = {} }) { errors.query = 'Required'; } if (values.type === 'metric') { - if (values.semi_additive_dimension && !values.semi_additive_function) { - errors.semi_additive_function = 'Required'; + if (values.reaggregate_dimension && !values.reaggregate_function) { + errors.reaggregate_function = 'Required'; } - if (values.semi_additive_function && !values.semi_additive_dimension) { - errors.semi_additive_dimension = 'Required'; + if (values.reaggregate_function && !values.reaggregate_dimension) { + errors.reaggregate_dimension = 'Required'; } } return errors; @@ -173,21 +173,27 @@ export function AddEditNodePage({ extensions = {} }) { return `SELECT ${aggregateExpression}`; }; - const buildSemiAdditiveSpec = values => { - if (values.semi_additive_dimension && values.semi_additive_function) { + const buildReaggregateSpec = values => { + if (values.reaggregate_dimension && values.reaggregate_function) { return { - dimension: values.semi_additive_dimension, - function: values.semi_additive_function, + rules: [ + { + dimension: values.reaggregate_dimension, + fn: values.reaggregate_function, + }, + ], }; } - return values.had_semi_additive ? null : undefined; + return values.had_reaggregate ? null : undefined; }; - const normalizeSemiAdditiveFunction = semiAdditiveFunction => - semiAdditiveFunction ? semiAdditiveFunction.toLowerCase() : ''; + const firstReaggregateRule = reaggregate => reaggregate?.rules?.[0]; + + const normalizeReaggregateFunction = reaggregateFunction => + reaggregateFunction ? reaggregateFunction.toLowerCase() : ''; const createNode = async (values, setStatus) => { - const semiAdditive = buildSemiAdditiveSpec(values); + const reaggregate = buildReaggregateSpec(values); const createNodeArgs = [ nodeType, values.name, @@ -207,8 +213,8 @@ export function AddEditNodePage({ extensions = {} }) { : undefined, parseCustomMetadata(values.custom_metadata), ]; - if (semiAdditive !== undefined) { - createNodeArgs.push(semiAdditive); + if (reaggregate !== undefined) { + createNodeArgs.push(reaggregate); } const { status, json } = await djClient.createNode(...createNodeArgs); if (status === 200 || status === 201) { @@ -231,7 +237,7 @@ export function AddEditNodePage({ extensions = {} }) { }; const patchNode = async (values, setStatus) => { - const semiAdditive = buildSemiAdditiveSpec(values); + const reaggregate = buildReaggregateSpec(values); const patchNodeArgs = [ values.name, values.display_name, @@ -251,8 +257,8 @@ export function AddEditNodePage({ extensions = {} }) { values.owners, parseCustomMetadata(values.custom_metadata), ]; - if (semiAdditive !== undefined) { - patchNodeArgs.push(semiAdditive); + if (reaggregate !== undefined) { + patchNodeArgs.push(reaggregate); } const { status, json } = await djClient.patchNode(...patchNodeArgs); const tagsResponse = await djClient.tagsNode( @@ -331,11 +337,12 @@ export function AddEditNodePage({ extensions = {} }) { required_dimensions: node.current.requiredDimensions.map( dim => dim.name, ), - semi_additive_dimension: node.current.semiAdditive?.dimension || '', - semi_additive_function: normalizeSemiAdditiveFunction( - node.current.semiAdditive?.function, + reaggregate_dimension: + firstReaggregateRule(node.current.reaggregate)?.dimension || '', + reaggregate_function: normalizeReaggregateFunction( + firstReaggregateRule(node.current.reaggregate)?.fn, ), - had_semi_additive: Boolean(node.current.semiAdditive), + had_reaggregate: Boolean(node.current.reaggregate), upstream_node: '', // Derived metrics have no upstream node aggregate_expression: derivedExpression, }; @@ -350,11 +357,12 @@ export function AddEditNodePage({ extensions = {} }) { required_dimensions: node.current.requiredDimensions.map( dim => dim.name, ), - semi_additive_dimension: node.current.semiAdditive?.dimension || '', - semi_additive_function: normalizeSemiAdditiveFunction( - node.current.semiAdditive?.function, + reaggregate_dimension: + firstReaggregateRule(node.current.reaggregate)?.dimension || '', + reaggregate_function: normalizeReaggregateFunction( + firstReaggregateRule(node.current.reaggregate)?.fn, ), - had_semi_additive: Boolean(node.current.semiAdditive), + had_reaggregate: Boolean(node.current.reaggregate), upstream_node: nonMetricParent?.name || '', aggregate_expression: node.current.metricMetadata?.expression, }; @@ -405,9 +413,9 @@ export function AddEditNodePage({ extensions = {} }) { 'metric_direction', 'significant_digits', 'required_dimensions', - 'semi_additive_dimension', - 'semi_additive_function', - 'had_semi_additive', + 'reaggregate_dimension', + 'reaggregate_function', + 'had_reaggregate', 'owners', 'custom_metadata', ]; @@ -615,7 +623,7 @@ export function AddEditNodePage({ extensions = {} }) { {(nodeType === 'metric' || node.type === 'metric') && ( <> - + )}
diff --git a/datajunction-ui/src/app/pages/AddEditNodePage/styles.css b/datajunction-ui/src/app/pages/AddEditNodePage/styles.css index 72f274491..1eb0b846c 100644 --- a/datajunction-ui/src/app/pages/AddEditNodePage/styles.css +++ b/datajunction-ui/src/app/pages/AddEditNodePage/styles.css @@ -139,11 +139,11 @@ margin: 0 !important; } -.node-builder .SemiAdditiveFields { +.node-builder .ReaggregateFields { gap: 12px; } -.node-builder .SemiAdditiveFields > * { +.node-builder .ReaggregateFields > * { flex: 1; min-width: 0; margin: 0 !important; diff --git a/datajunction-ui/src/app/pages/NodePage/NodeInfoTab.jsx b/datajunction-ui/src/app/pages/NodePage/NodeInfoTab.jsx index 86e6fc589..bf5667944 100644 --- a/datajunction-ui/src/app/pages/NodePage/NodeInfoTab.jsx +++ b/datajunction-ui/src/app/pages/NodePage/NodeInfoTab.jsx @@ -22,9 +22,11 @@ const dimensionNodePath = dimension => { return parts.slice(0, -1).join('.'); }; -const semiAdditiveFunctionLabel = func => +const reaggregateFunctionLabel = func => func ? labelize(func.toLowerCase()) : null; +const firstReaggregateRule = reaggregate => reaggregate?.rules?.[0]; + // interface MetricInfo { // name: string; // current: MetricRevision; @@ -74,7 +76,7 @@ export default function NodeInfoTab({ node }) { expression: metric.current.metricMetadata?.expression, incompatible_druid_functions: metric.current.metricMetadata?.incompatibleDruidFunctions || [], - semi_additive: metric.current.semiAdditive, + reaggregate: metric.current.reaggregate, }); }; if (node.type === 'metric') { @@ -289,22 +291,26 @@ export default function NodeInfoTab({ node }) { className="mb-0 opacity-75" role="dialog" aria-hidden="false" - aria-label="SemiAdditive" + aria-label="Reaggregate" > - {metricInfo?.semi_additive ? ( + {firstReaggregateRule(metricInfo?.reaggregate) ? ( <> - {semiAdditiveFunctionLabel(metricInfo.semi_additive.function)} + {reaggregateFunctionLabel( + firstReaggregateRule(metricInfo.reaggregate).fn, + )} {' on '} - {dimensionNodePath(metricInfo.semi_additive.dimension) ? ( + {dimensionNodePath( + firstReaggregateRule(metricInfo.reaggregate).dimension, + ) ? ( - {metricInfo.semi_additive.dimension} + {firstReaggregateRule(metricInfo.reaggregate).dimension} ) : ( - metricInfo.semi_additive.dimension + firstReaggregateRule(metricInfo.reaggregate).dimension )} ) : ( diff --git a/datajunction-ui/src/app/pages/NodePage/__tests__/NodePage.test.jsx b/datajunction-ui/src/app/pages/NodePage/__tests__/NodePage.test.jsx index 349c2fdbf..66e676b95 100644 --- a/datajunction-ui/src/app/pages/NodePage/__tests__/NodePage.test.jsx +++ b/datajunction-ui/src/app/pages/NodePage/__tests__/NodePage.test.jsx @@ -389,7 +389,7 @@ describe('', () => { ).toHaveTextContent(''); expect( - screen.getByRole('dialog', { name: 'SemiAdditive' }), + screen.getByRole('dialog', { name: 'Reaggregate' }), ).toHaveTextContent('None'); expect( @@ -425,9 +425,13 @@ describe('', () => { ...mocks.mockMetricNodeJson, current: { ...mocks.mockMetricNodeJson.current, - semiAdditive: { - dimension: 'v3.date.date_id[order]', - function: 'LAST_VALUE', + reaggregate: { + rules: [ + { + dimension: 'v3.date.date_id[order]', + fn: 'LAST_VALUE', + }, + ], }, }, }); @@ -444,11 +448,11 @@ describe('', () => { , ); - const semiAdditive = await screen.findByRole('dialog', { - name: 'SemiAdditive', + const reaggregate = await screen.findByRole('dialog', { + name: 'Reaggregate', }); await waitFor(() => { - expect(semiAdditive).toHaveTextContent( + expect(reaggregate).toHaveTextContent( 'Last Value on v3.date.date_id[order]', ); }); diff --git a/datajunction-ui/src/app/services/DJService.js b/datajunction-ui/src/app/services/DJService.js index c8862c8d2..ed3ac4399 100644 --- a/datajunction-ui/src/app/services/DJService.js +++ b/datajunction-ui/src/app/services/DJService.js @@ -520,9 +520,13 @@ export const DataJunctionAPI = { requiredDimensions { name } - semiAdditive { - dimension - function + reaggregate { + fn + weight + rules { + dimension + fn + } } mode customMetadata @@ -612,9 +616,13 @@ export const DataJunctionAPI = { requiredDimensions { name } - semiAdditive { - dimension - function + reaggregate { + fn + weight + rules { + dimension + fn + } } } } @@ -755,7 +763,7 @@ export const DataJunctionAPI = { metric_unit, required_dimensions, custom_metadata, - semi_additive, + reaggregate, ) { const metricMetadata = metric_direction || metric_unit @@ -776,7 +784,7 @@ export const DataJunctionAPI = { metric_metadata: metricMetadata, required_dimensions: required_dimensions, custom_metadata: custom_metadata, - semi_additive: semi_additive, + reaggregate: reaggregate, }; // Remove undefined fields to avoid sending them to the API Object.keys(requestBody).forEach( @@ -807,7 +815,7 @@ export const DataJunctionAPI = { required_dimensions, owners, custom_metadata, - semi_additive, + reaggregate, ) { try { const metricMetadata = @@ -829,7 +837,7 @@ export const DataJunctionAPI = { required_dimensions: required_dimensions, owners: owners, custom_metadata: custom_metadata, - semi_additive: semi_additive, + reaggregate: reaggregate, }; // Remove undefined fields to avoid sending them to the API Object.keys(requestBody).forEach( diff --git a/datajunction-ui/src/app/services/__tests__/DJService.test.jsx b/datajunction-ui/src/app/services/__tests__/DJService.test.jsx index fe21e5da0..5d022bbf5 100644 --- a/datajunction-ui/src/app/services/__tests__/DJService.test.jsx +++ b/datajunction-ui/src/app/services/__tests__/DJService.test.jsx @@ -198,8 +198,12 @@ describe('DataJunctionAPI', () => { undefined, null, { - dimension: 'v3.date.date_id[order]', - function: 'last_value', + rules: [ + { + dimension: 'v3.date.date_id[order]', + fn: 'last_value', + }, + ], }, ); expect(fetch).toHaveBeenCalledWith(`${DJ_URL}/nodes/metric`, { @@ -218,9 +222,13 @@ describe('DataJunctionAPI', () => { metric_metadata: null, required_dimensions: undefined, custom_metadata: null, - semi_additive: { - dimension: 'v3.date.date_id[order]', - function: 'last_value', + reaggregate: { + rules: [ + { + dimension: 'v3.date.date_id[order]', + fn: 'last_value', + }, + ], }, }), credentials: 'include', @@ -294,8 +302,12 @@ describe('DataJunctionAPI', () => { ['dj'], null, { - dimension: 'v3.date.date_id[order]', - function: 'last_value', + rules: [ + { + dimension: 'v3.date.date_id[order]', + fn: 'last_value', + }, + ], }, ); expect(fetch).toHaveBeenCalledWith( @@ -319,9 +331,13 @@ describe('DataJunctionAPI', () => { required_dimensions: [], owners: ['dj'], custom_metadata: null, - semi_additive: { - dimension: 'v3.date.date_id[order]', - function: 'last_value', + reaggregate: { + rules: [ + { + dimension: 'v3.date.date_id[order]', + fn: 'last_value', + }, + ], }, }), credentials: 'include', @@ -1375,9 +1391,10 @@ describe('DataJunctionAPI', () => { expect(requestBody.variables).toEqual({ name: 'default.num_repair_orders', }); - expect(requestBody.query).toContain('semiAdditive'); + expect(requestBody.query).toContain('reaggregate'); expect(requestBody.query).toContain('dimension'); - expect(requestBody.query).toContain('function'); + expect(requestBody.query).toContain('rules'); + expect(requestBody.query).toContain('fn'); }); it('calls notebookExportCube correctly', async () => { @@ -1998,9 +2015,10 @@ describe('DataJunctionAPI', () => { const requestBody = JSON.parse(fetch.mock.calls[0][1].body); expect(result).toHaveProperty('name', 'default.node1'); expect(requestBody.variables).toEqual({ name: 'default.node1' }); - expect(requestBody.query).toContain('semiAdditive'); + expect(requestBody.query).toContain('reaggregate'); expect(requestBody.query).toContain('dimension'); - expect(requestBody.query).toContain('function'); + expect(requestBody.query).toContain('rules'); + expect(requestBody.query).toContain('fn'); }); it('returns null when getNodeForEditing finds no nodes', async () => { From 8764f1bbc1e01e64c9606f38ce2ee69ad1ba487c Mon Sep 17 00:00:00 2001 From: Beto Dealmeida Date: Thu, 3 Sep 2026 12:05:05 -0400 Subject: [PATCH 13/27] Prepare semi-additive metrics for review --- ...000-rg0001reaggregate_add_reaggregate_to_noderevision.py | 4 ++-- .../src/app/pages/AddEditNodePage/ReaggregateFields.jsx | 6 +----- 2 files changed, 3 insertions(+), 7 deletions(-) diff --git a/datajunction-server/datajunction_server/alembic/versions/2026_08_24_0000-rg0001reaggregate_add_reaggregate_to_noderevision.py b/datajunction-server/datajunction_server/alembic/versions/2026_08_24_0000-rg0001reaggregate_add_reaggregate_to_noderevision.py index 663c46590..8a04b3fd2 100644 --- a/datajunction-server/datajunction_server/alembic/versions/2026_08_24_0000-rg0001reaggregate_add_reaggregate_to_noderevision.py +++ b/datajunction-server/datajunction_server/alembic/versions/2026_08_24_0000-rg0001reaggregate_add_reaggregate_to_noderevision.py @@ -2,7 +2,7 @@ Add reaggregate column to noderevision Revision ID: rg0001reaggregate -Revises: nsboundaryflag1 +Revises: cm0003dropowner Create Date: 2026-08-24 00:00:00.000000+00:00 """ @@ -11,7 +11,7 @@ # revision identifiers, used by Alembic. revision = "rg0001reaggregate" -down_revision = "nsboundaryflag1" +down_revision = "cm0003dropowner" branch_labels = None depends_on = None diff --git a/datajunction-ui/src/app/pages/AddEditNodePage/ReaggregateFields.jsx b/datajunction-ui/src/app/pages/AddEditNodePage/ReaggregateFields.jsx index 7a8535f67..d163361b9 100644 --- a/datajunction-ui/src/app/pages/AddEditNodePage/ReaggregateFields.jsx +++ b/datajunction-ui/src/app/pages/AddEditNodePage/ReaggregateFields.jsx @@ -65,11 +65,7 @@ export const ReaggregateFields = () => {
- + {SEMI_ADDITIVE_FUNCTIONS.map(func => (