perf: add aggregate to lazy join

src/datasource_toolkit/forestadmin/datasource_toolkit/decorators/lazy_join/collection.py

@@ -1,8 +1,9 @@
-from typing import List, Union, cast
+from typing import Dict, List, Optional, Union, cast
 
 from forestadmin.agent_toolkit.utils.context import User
 from forestadmin.datasource_toolkit.decorators.collection_decorator import CollectionDecorator
 from forestadmin.datasource_toolkit.interfaces.fields import ManyToOne, is_many_to_one
+from forestadmin.datasource_toolkit.interfaces.query.aggregation import AggregateResult, Aggregation
 from forestadmin.datasource_toolkit.interfaces.query.condition_tree.nodes.leaf import ConditionTreeLeaf
 from forestadmin.datasource_toolkit.interfaces.query.filter.paginated import PaginatedFilter
 from forestadmin.datasource_toolkit.interfaces.query.filter.unpaginated import Filter
@@ -17,7 +18,7 @@ async def list(self, caller: User, filter_: PaginatedFilter, projection: Project
         refined_filter = cast(PaginatedFilter, await self._refine_filter(caller, filter_))
         ret = await self.child_collection.list(caller, refined_filter, simplified_projection)
 
-        return self._apply_joins_on_records(projection, simplified_projection, ret)
+        return self._apply_joins_on_simplified_records(projection, simplified_projection, ret)
 
     async def _refine_filter(
         self, caller: User, _filter: Union[Filter, PaginatedFilter, None]
@@ -28,18 +29,39 @@ async def _refine_filter(
         _filter.condition_tree = _filter.condition_tree.replace(
             lambda leaf: (
                 ConditionTreeLeaf(
-                    self._get_fk_field_for_projection(leaf.field),
+                    self._get_fk_field_for_many_to_one_projection(leaf.field),
                     leaf.operator,
                     leaf.value,
                 )
-                if self._is_useless_join(leaf.field.split(":")[0], _filter.condition_tree.projection)
+                if self._is_useless_join_for_projection(leaf.field.split(":")[0], _filter.condition_tree.projection)
                 else leaf
             )
         )
 
         return _filter
 
-    def _is_useless_join(self, relation: str, projection: Projection) -> bool:
+    async def aggregate(
+        self, caller: User, filter_: Union[Filter, None], aggregation: Aggregation, limit: Optional[int] = None
+    ) -> List[AggregateResult]:
+        replaced = {}  # new_name -> old_name; for a simpler reconciliation
+
+        def replacer(field_name: str) -> str:
+            if self._is_useless_join_for_projection(field_name.split(":")[0], aggregation.projection):
+                new_field_name = self._get_fk_field_for_many_to_one_projection(field_name)
+                replaced[new_field_name] = field_name
+                return new_field_name
+            return field_name
+
+        new_aggregation = aggregation.replace_fields(replacer)
+
+        aggregate_results = await self.child_collection.aggregate(
+            caller, cast(Filter, await self._refine_filter(caller, filter_)), new_aggregation, limit
+        )
+        if aggregation == new_aggregation:
+            return aggregate_results
+        return self._replace_fields_in_aggregate_group(aggregate_results, replaced)
+
+    def _is_useless_join_for_projection(self, relation: str, projection: Projection) -> bool:
         relation_schema = self.schema["fields"][relation]
         sub_projections = projection.relations[relation]
 
@@ -49,7 +71,7 @@ def _is_useless_join(self, relation: str, projection: Projection) -> bool:
             and sub_projections[0] == relation_schema["foreign_key_target"]
         )
 
-    def _get_fk_field_for_projection(self, projection: str) -> str:
+    def _get_fk_field_for_many_to_one_projection(self, projection: str) -> str:
         relation_name = projection.split(":")[0]
         relation_schema = cast(ManyToOne, self.schema["fields"][relation_name])
 
@@ -58,18 +80,18 @@ def _get_fk_field_for_projection(self, projection: str) -> str:
     def _get_projection_without_useless_joins(self, projection: Projection) -> Projection:
         returned_projection = Projection(*projection)
         for relation, relation_projections in projection.relations.items():
-            if self._is_useless_join(relation, projection):
+            if self._is_useless_join_for_projection(relation, projection):
                 # remove foreign key target from projection
                 returned_projection.remove(f"{relation}:{relation_projections[0]}")
 
                 # add foreign keys to projection
-                fk_field = self._get_fk_field_for_projection(relation)
+                fk_field = self._get_fk_field_for_many_to_one_projection(f"{relation}:{relation_projections[0]}")
                 if fk_field not in returned_projection:
                     returned_projection.append(fk_field)
 
         return returned_projection
 
-    def _apply_joins_on_records(
+    def _apply_joins_on_simplified_records(
         self, initial_projection: Projection, requested_projection: Projection, records: List[RecordsDataAlias]
     ) -> List[RecordsDataAlias]:
         if requested_projection == initial_projection:
@@ -84,11 +106,27 @@ def _apply_joins_on_records(
                 relation_schema = self.schema["fields"][relation]
 
                 if is_many_to_one(relation_schema):
-                    fk_value = record[self._get_fk_field_for_projection(f"{relation}:{relation_projections[0]}")]
+                    fk_value = record[
+                        self._get_fk_field_for_many_to_one_projection(f"{relation}:{relation_projections[0]}")
+                    ]
                     record[relation] = {relation_projections[0]: fk_value} if fk_value else None
 
             # remove foreign keys
             for projection in projections_to_rm:
                 del record[projection]
 
         return records
+
+    def _replace_fields_in_aggregate_group(
+        self, aggregate_results: List[AggregateResult], field_to_replace: Dict[str, str]
+    ) -> List[AggregateResult]:
+        for aggregate_result in aggregate_results:
+            group = {}
+            for field, value in aggregate_result["group"].items():
+                if field in field_to_replace:
+                    group[field_to_replace[field]] = value
+                else:
+                    group[field] = value
+            aggregate_result["group"] = group
+
+        return aggregate_results

src/datasource_toolkit/tests/decorators/lazy_join/test_lazy_join_decorator.py

@@ -14,8 +14,10 @@
 from forestadmin.datasource_toolkit.decorators.datasource_decorator import DatasourceDecorator
 from forestadmin.datasource_toolkit.decorators.lazy_join.collection import LazyJoinCollectionDecorator
 from forestadmin.datasource_toolkit.interfaces.fields import Column, FieldType, ManyToOne, OneToMany, PrimitiveType
+from forestadmin.datasource_toolkit.interfaces.query.aggregation import Aggregation
 from forestadmin.datasource_toolkit.interfaces.query.condition_tree.nodes.leaf import ConditionTreeLeaf
 from forestadmin.datasource_toolkit.interfaces.query.filter.paginated import PaginatedFilter
+from forestadmin.datasource_toolkit.interfaces.query.filter.unpaginated import Filter
 from forestadmin.datasource_toolkit.interfaces.query.projections import Projection
 
 
@@ -53,6 +55,10 @@ def setUpClass(cls) -> None:
                     column_type=PrimitiveType.STRING,
                     type=FieldType.COLUMN,
                 ),
+                "price": Column(
+                    column_type=PrimitiveType.NUMBER,
+                    type=FieldType.COLUMN,
+                ),
             }
         )
         cls.collection_person = Collection("Person", cls.datasource)
@@ -226,7 +232,7 @@ def test_should_disable_join_on_projection_but_not_in_condition_tree(self):
             response,
         )
 
-    def test_should_correctly_handle_null_relations(self):
+    def test_should_correctly_handle_null_relations_on_list(self):
         with patch.object(
             self.collection_book,
             "list",
@@ -252,3 +258,131 @@ def test_should_correctly_handle_null_relations(self):
             ],
             result,
         )
+
+    def test_should_not_join_on_aggregate_when_group_by_foreign_pk(self):
+        with patch.object(
+            self.collection_book,
+            "aggregate",
+            new_callable=AsyncMock,
+            return_value=[
+                {"value": 1824.11, "group": {"author_id": 2}},
+                {"value": 824.11, "group": {"author_id": 3}},
+            ],
+        ) as mock_aggregate:
+            result = self.loop.run_until_complete(
+                self.decorated_book_collection.aggregate(
+                    self.mocked_caller,
+                    Filter({}),
+                    Aggregation({"field": "price", "operation": "Sum", "groups": [{"field": "author:id"}]}),
+                    None,
+                )
+            )
+            self.assertEqual(
+                result,
+                [
+                    {"value": 1824.11, "group": {"author:id": 2}},
+                    {"value": 824.11, "group": {"author:id": 3}},
+                ],
+            )
+            mock_aggregate.assert_awaited_once_with(
+                self.mocked_caller,
+                Filter({}),
+                Aggregation({"field": "price", "operation": "Sum", "groups": [{"field": "author_id"}]}),
+                None,
+            )
+
+    def test_should_join_on_aggregate_when_group_by_foreign_field(self):
+        with patch.object(
+            self.collection_book,
+            "aggregate",
+            new_callable=AsyncMock,
+            return_value=[
+                {"value": 1824.11, "group": {"author:first_name": "Isaac"}},
+                {"value": 824.11, "group": {"author:first_name": "JK"}},
+            ],
+        ) as mock_aggregate:
+            result = self.loop.run_until_complete(
+                self.decorated_book_collection.aggregate(
+                    self.mocked_caller,
+                    Filter({}),
+                    Aggregation({"field": "price", "operation": "Sum", "groups": [{"field": "author:first_name"}]}),
+                    None,
+                )
+            )
+            self.assertEqual(
+                result,
+                [
+                    {"value": 1824.11, "group": {"author:first_name": "Isaac"}},
+                    {"value": 824.11, "group": {"author:first_name": "JK"}},
+                ],
+            )
+            mock_aggregate.assert_awaited_once_with(
+                self.mocked_caller,
+                Filter({}),
+                Aggregation({"field": "price", "operation": "Sum", "groups": [{"field": "author:first_name"}]}),
+                None,
+            )
+
+    def test_should_not_join_on_aggregate_when_group_by_foreign_pk_and_filter_on_foreign_pk(self):
+        with patch.object(
+            self.collection_book,
+            "aggregate",
+            new_callable=AsyncMock,
+            return_value=[
+                {"value": 1824.11, "group": {"author_id": 2}},
+                {"value": 824.11, "group": {"author_id": 3}},
+            ],
+        ) as mock_aggregate:
+            result = self.loop.run_until_complete(
+                self.decorated_book_collection.aggregate(
+                    self.mocked_caller,
+                    Filter({"condition_tree": ConditionTreeLeaf("author:id", "not_equal", 50)}),
+                    Aggregation({"field": "price", "operation": "Sum", "groups": [{"field": "author:id"}]}),
+                    None,
+                )
+            )
+            self.assertEqual(
+                result,
+                [
+                    {"value": 1824.11, "group": {"author:id": 2}},
+                    {"value": 824.11, "group": {"author:id": 3}},
+                ],
+            )
+            mock_aggregate.assert_awaited_once_with(
+                self.mocked_caller,
+                Filter({"condition_tree": ConditionTreeLeaf("author_id", "not_equal", 50)}),
+                Aggregation({"field": "price", "operation": "Sum", "groups": [{"field": "author_id"}]}),
+                None,
+            )
+
+    def test_should_join_on_aggregate_when_group_by_foreign_pk_and_filter_on_foreign_field(self):
+        with patch.object(
+            self.collection_book,
+            "aggregate",
+            new_callable=AsyncMock,
+            return_value=[
+                {"value": 1824.11, "group": {"author_id": 2}},
+                {"value": 824.11, "group": {"author_id": 3}},
+            ],
+        ) as mock_aggregate:
+            result = self.loop.run_until_complete(
+                self.decorated_book_collection.aggregate(
+                    self.mocked_caller,
+                    Filter({"condition_tree": ConditionTreeLeaf("author:first_name", "not_equal", "wrong_name")}),
+                    Aggregation({"field": "price", "operation": "Sum", "groups": [{"field": "author:id"}]}),
+                    None,
+                )
+            )
+            self.assertEqual(
+                result,
+                [
+                    {"value": 1824.11, "group": {"author:id": 2}},
+                    {"value": 824.11, "group": {"author:id": 3}},
+                ],
+            )
+            mock_aggregate.assert_awaited_once_with(
+                self.mocked_caller,
+                Filter({"condition_tree": ConditionTreeLeaf("author:first_name", "not_equal", "wrong_name")}),
+                Aggregation({"field": "price", "operation": "Sum", "groups": [{"field": "author_id"}]}),
+                None,
+            )