[ENH] add included to .get() & .query() response

chromadb/api/fastapi.py

@@ -427,6 +427,7 @@ def _get(
             documents=body.get("documents", None),
             data=None,
             uris=body.get("uris", None),
+            included=body["included"],
         )
 
     @trace_method("FastAPI._delete", OpenTelemetryGranularity.OPERATION)
@@ -581,6 +582,7 @@ def _query(
             documents=body.get("documents", None),
             uris=body.get("uris", None),
             data=None,
+            included=body["included"],
         )
 
     @trace_method("FastAPI.reset", OpenTelemetryGranularity.ALL)

chromadb/api/segment.py

@@ -531,6 +531,7 @@ def _get(
                 documents=[] if "documents" in include else None,
                 uris=[] if "uris" in include else None,
                 data=[] if "data" in include else None,
+                included=include,
             )
 
         vectors: Sequence[t.VectorEmbeddingRecord] = []
@@ -574,6 +575,7 @@ def _get(
             documents=documents if "documents" in include else None,  # type: ignore
             uris=uris if "uris" in include else None,  # type: ignore
             data=None,
+            included=include,
         )
 
     @trace_method("SegmentAPI._delete", OpenTelemetryGranularity.OPERATION)
@@ -766,6 +768,7 @@ def _query(
             documents=documents if documents else None,
             uris=uris if uris else None,
             data=None,
+            included=include,
         )
 
     @trace_method("SegmentAPI._peek", OpenTelemetryGranularity.OPERATION)

chromadb/api/types.py

@@ -157,6 +157,7 @@ class GetResult(TypedDict):
     uris: Optional[URIs]
     data: Optional[Loadable]
     metadatas: Optional[List[Metadata]]
+    included: Include
 
 
 class QueryResult(TypedDict):
@@ -167,6 +168,7 @@ class QueryResult(TypedDict):
     data: Optional[List[Loadable]]
     metadatas: Optional[List[List[Metadata]]]
     distances: Optional[List[List[float]]]
+    included: Include
 
 
 class IndexMetadata(TypedDict):

chromadb/test/property/test_filtering.py

@@ -338,6 +338,7 @@ def test_empty_filter(api: ServerAPI) -> None:
     assert res["embeddings"] == [[]]
     assert res["distances"] == [[]]
     assert res["metadatas"] == [[]]
+    assert set(res["included"]) == set(["embeddings", "distances", "metadatas"])
 
     res = coll.query(
         query_embeddings=test_query_embeddings,
@@ -348,6 +349,7 @@ def test_empty_filter(api: ServerAPI) -> None:
     assert res["embeddings"] is None
     assert res["distances"] == [[], []]
     assert res["metadatas"] == [[], []]
+    assert set(res["included"]) == set(["metadatas", "documents", "distances"])
 
 
 def test_boolean_metadata(api: ServerAPI) -> None:

chromadb/test/test_api.py

@@ -91,6 +91,8 @@ def test_persist_index_loading(api_fixture, request):
     for key in nn.keys():
         if (key in includes) or (key == "ids"):
             assert len(nn[key]) == 1
+        elif key == "included":
+            assert set(nn[key]) == set(includes)
         else:
             assert nn[key] is None
 
@@ -118,6 +120,8 @@ def __call__(self, input):
     for key in nn.keys():
         if (key in includes) or (key == "ids"):
             assert len(nn[key]) == 1
+        elif key == "included":
+            assert set(nn[key]) == set(includes)
         else:
             assert nn[key] is None
 
@@ -146,6 +150,8 @@ def __call__(self, input):
     for key in nn.keys():
         if (key in includes) or (key == "ids"):
             assert len(nn[key]) == 1
+        elif key == "included":
+            assert set(nn[key]) == set(includes)
         else:
             assert nn[key] is None
 
@@ -260,6 +266,8 @@ def test_get_from_db(api):
     for key in records.keys():
         if (key in includes) or (key == "ids"):
             assert len(records[key]) == 2
+        elif key == "included":
+            assert set(records[key]) == set(includes)
         else:
             assert records[key] is None
 
@@ -290,6 +298,8 @@ def test_get_nearest_neighbors(api):
     for key in nn.keys():
         if (key in includes) or (key == "ids"):
             assert len(nn[key]) == 1
+        elif key == "included":
+            assert set(nn[key]) == set(includes)
         else:
             assert nn[key] is None
 
@@ -302,6 +312,8 @@ def test_get_nearest_neighbors(api):
     for key in nn.keys():
         if (key in includes) or (key == "ids"):
             assert len(nn[key]) == 1
+        elif key == "included":
+            assert set(nn[key]) == set(includes)
         else:
             assert nn[key] is None
 
@@ -314,6 +326,8 @@ def test_get_nearest_neighbors(api):
     for key in nn.keys():
         if (key in includes) or (key == "ids"):
             assert len(nn[key]) == 2
+        elif key == "included":
+            assert set(nn[key]) == set(includes)
         else:
             assert nn[key] is None
 
@@ -437,6 +451,8 @@ def test_increment_index_on(api):
     for key in nn.keys():
         if (key in includes) or (key == "ids"):
             assert len(nn[key]) == 1
+        elif key == "included":
+            assert set(nn[key]) == set(includes)
         else:
             assert nn[key] is None
 
@@ -489,6 +505,8 @@ def test_peek(api):
     for key in peek.keys():
         if key in ["embeddings", "documents", "metadatas"] or key == "ids":
             assert len(peek[key]) == 2
+        elif key == "included":
+            assert set(peek[key]) == set(["embeddings", "metadatas", "documents"])
         else:
             assert peek[key] is None
 
@@ -994,22 +1012,26 @@ def test_query_include(api):
     collection = api.create_collection("test_query_include")
     collection.add(**records)
 
+    include = ["metadatas", "documents", "distances"]
     items = collection.query(
         query_embeddings=[0, 0, 0],
-        include=["metadatas", "documents", "distances"],
+        include=include,
         n_results=1,
     )
     assert items["embeddings"] is None
     assert items["ids"][0][0] == "id1"
     assert items["metadatas"][0][0]["int_value"] == 1
+    assert set(items["included"]) == set(include)
 
+    include = ["embeddings", "documents", "distances"]
     items = collection.query(
         query_embeddings=[0, 0, 0],
-        include=["embeddings", "documents", "distances"],
+        include=include,
         n_results=1,
     )
     assert items["metadatas"] is None
     assert items["ids"][0][0] == "id1"
+    assert set(items["included"]) == set(include)
 
     items = collection.query(
         query_embeddings=[[0, 0, 0], [1, 2, 1.2]],
@@ -1029,22 +1051,27 @@ def test_get_include(api):
     collection = api.create_collection("test_get_include")
     collection.add(**records)
 
-    items = collection.get(include=["metadatas", "documents"], where={"int_value": 1})
+    include = ["metadatas", "documents"]
+    items = collection.get(include=include, where={"int_value": 1})
     assert items["embeddings"] is None
     assert items["ids"][0] == "id1"
     assert items["metadatas"][0]["int_value"] == 1
     assert items["documents"][0] == "this document is first"
+    assert set(items["included"]) == set(include)
 
-    items = collection.get(include=["embeddings", "documents"])
+    include = ["embeddings", "documents"]
+    items = collection.get(include=include)
     assert items["metadatas"] is None
     assert items["ids"][0] == "id1"
     assert approx_equal(items["embeddings"][1][0], 1.2)
+    assert set(items["included"]) == set(include)
 
     items = collection.get(include=[])
     assert items["documents"] is None
     assert items["metadatas"] is None
     assert items["embeddings"] is None
     assert items["ids"][0] == "id1"
+    assert items["included"] == []
 
     with pytest.raises(ValueError, match="include"):
         items = collection.get(include=["metadatas", "undefined"])
@@ -1172,6 +1199,8 @@ def test_persist_index_loading_params(api, request):
     for key in nn.keys():
         if (key in includes) or (key == "ids"):
             assert len(nn[key]) == 1
+        elif key == "included":
+            assert set(nn[key]) == set(includes)
         else:
             assert nn[key] is None
 
@@ -1290,6 +1319,8 @@ def test_get_nearest_neighbors_where_n_results_more_than_element(api):
     for key in results.keys():
         if key in includes or key == "ids":
             assert len(results[key][0]) == 2
+        elif key == "included":
+            assert set(results[key]) == set(includes)
         else:
             assert results[key] is None
 

clients/js/src/types.ts

@@ -32,8 +32,8 @@ type WhereOperator = "$gt" | "$gte" | "$lt" | "$lte" | "$ne" | "$eq";
 
 type OperatorExpression = {
   [key in WhereOperator | InclusionOperator | LogicalOperator]?:
-    | LiteralValue
-    | ListLiteralValue;
+  | LiteralValue
+  | ListLiteralValue;
 };
 
 type BaseWhere = {
@@ -50,9 +50,9 @@ type WhereDocumentOperator = "$contains" | "$not_contains" | LogicalOperator;
 
 export type WhereDocument = {
   [key in WhereDocumentOperator]?:
-    | LiteralValue
-    | LiteralNumber
-    | WhereDocument[];
+  | LiteralValue
+  | LiteralNumber
+  | WhereDocument[];
 };
 
 export type CollectionType = {
@@ -67,6 +67,7 @@ export type GetResponse = {
   documents: (null | Document)[];
   metadatas: (null | Metadata)[];
   error: null | string;
+  included: IncludeEnum[]
 };
 
 export type QueryResponse = {
@@ -75,6 +76,7 @@ export type QueryResponse = {
   documents: (null | Document)[][];
   metadatas: (null | Metadata)[][];
   distances: null | number[][];
+  included: IncludeEnum[]
 };
 
 export type AddResponse = {

clients/js/test/get.collection.test.ts

@@ -17,6 +17,7 @@ test("it should get a collection", async () => {
   expect(results.ids.length).toBe(1);
   expect(["test1"]).toEqual(expect.arrayContaining(results.ids));
   expect(["test2"]).not.toEqual(expect.arrayContaining(results.ids));
+  expect(results.included).toEqual(expect.arrayContaining(["metadatas", "documents"]))
 
   const results2 = await collection.get({ where: { test: "test1" } });
   expect(results2).toBeDefined();

clients/js/test/query.collection.test.ts

@@ -6,7 +6,7 @@ import { EMBEDDINGS, IDS, METADATAS, DOCUMENTS } from "./data";
 import { IEmbeddingFunction } from "../src/embeddings/IEmbeddingFunction";
 
 export class TestEmbeddingFunction implements IEmbeddingFunction {
-  constructor() {}
+  constructor() { }
 
   public async generate(texts: string[]): Promise<number[][]> {
     let embeddings: number[][] = [];
@@ -29,6 +29,7 @@ test("it should query a collection", async () => {
   expect(results).toBeInstanceOf(Object);
   expect(["test1", "test2"]).toEqual(expect.arrayContaining(results.ids[0]));
   expect(["test3"]).not.toEqual(expect.arrayContaining(results.ids[0]));
+  expect(results.included).toEqual(expect.arrayContaining(["metadatas", "documents"]))
 });
 
 // test where_document
@@ -68,6 +69,7 @@ test("it should get embedding with matching documents", async () => {
   // expect(results2.embeddings[0][0]).toBeInstanceOf(Array);
   expect(results2.embeddings![0].length).toBe(1);
   expect(results2.embeddings![0][0]).toEqual([1, 2, 3, 4, 5, 6, 7, 8, 9, 10]);
+  expect(results2.included).toEqual(expect.arrayContaining(["embeddings"]))
 });
 
 test("it should exclude documents matching - not_contains", async () => {