fix(python): validate queries during execution (#538)

python/tests/test_query_executor.py

@@ -313,3 +313,17 @@ class TestQueryExecutor:
             executor._build_search_query(
                 ctx, Query(field_name="test", id="missing"), collection
             )
+
+    def test_build_search_query_validates_query(self):
+        vector_schema = VectorSchema(name="test", data_type=DataType.VECTOR_FP32)
+        schema = CollectionSchema(name="test_collection", vectors=[vector_schema])
+        executor = QueryExecutor(schema)
+        ctx = QueryContext(topk=5)
+        collection = MagicMock()
+
+        with pytest.raises(ValueError, match="Cannot provide both id and vector"):
+            executor._build_search_query(
+                ctx,
+                Query(field_name="test", id="doc1", vector=np.array([0.1])),
+                collection,
+            )

python/zvec/executor/query_executor.py

@@ -226,6 +226,7 @@ class QueryExecutor:
     def _build_search_query(
         self, ctx: QueryContext, query: Query, collection: _Collection
     ) -> _SearchQuery:
+        query._validate()
         search_query = self._build_base_search_query(ctx)
         search_query.field_name = query.field_name
         if query.param: