fix: validate query_params type (#351)

python/tests/detail/test_collection_dql.py

@@ -13,28 +13,24 @@
 # limitations under the License.
 
 
-from zvec.typing import DataType, StatusCode, MetricType, QuantizeType
+from distance_helper import *
+from doc_helper import *
+from fixture_helper import *
+from params_helper import *
+from zvec import StatusCode
+from zvec.extension import QwenReRanker, RrfReRanker, WeightedReRanker
 from zvec.model import Collection, Doc, VectorQuery
 from zvec.model.param import (
     CollectionOption,
-    InvertIndexParam,
-    HnswIndexParam,
     FlatIndexParam,
-    IVFIndexParam,
+    HnswIndexParam,
     HnswQueryParam,
+    InvertIndexParam,
+    IVFIndexParam,
     IVFQueryParam,
 )
-
-
 from zvec.model.schema import FieldSchema, VectorSchema
-from zvec.extension import RrfReRanker, WeightedReRanker, QwenReRanker
-from distance_helper import *
-
-from zvec import StatusCode
-from distance_helper import *
-from fixture_helper import *
-from doc_helper import *
-from params_helper import *
+from zvec.typing import DataType, MetricType, QuantizeType, StatusCode
 
 
 # ==================== helper ====================
@@ -848,6 +844,9 @@ class TestCollectionQuery:
     @pytest.mark.parametrize("doc_num", [10])
     @pytest.mark.parametrize("topk", [1024])
     @pytest.mark.parametrize("filter", ["int32_field >= 3 and int32_field <= 7"])
+    @pytest.mark.parametrize(
+        "full_schema_new", [(True, True, HnswIndexParam())], indirect=True
+    )
     def test_query_vector_with_HnswQueryParam_valid(
         self,
         full_collection_new: Collection,
@@ -916,6 +915,9 @@ class TestCollectionQuery:
     @pytest.mark.parametrize("doc_num", [10])
     @pytest.mark.parametrize("topk", [10])
     @pytest.mark.parametrize("filter", ["int32_field >= 3 and int32_field <= 7"])
+    @pytest.mark.parametrize(
+        "full_schema_ivf", [(True, True, IVFIndexParam())], indirect=True
+    )
     def test_query_vector_with_IVFQueryParam_valid(
         self, full_collection_ivf: Collection, nprobe, doc_num, topk, filter
     ):

python/tests/test_collection.py

@@ -13,7 +13,6 @@
 # limitations under the License.
 from __future__ import annotations
 
-
 import pytest
 import zvec
 from zvec import (
@@ -23,15 +22,15 @@ from zvec import (
     Doc,
     FieldSchema,
     HnswIndexParam,
+    IndexOption,
+    IndexType,
     InvertIndexParam,
     LogLevel,
     LogType,
-    VectorSchema,
-    StatusCode,
-    IndexOption,
-    IndexType,
-    VectorQuery,
     OptimizeOption,
+    StatusCode,
+    VectorQuery,
+    VectorSchema,
 )
 
 # ==================== Common ====================
@@ -469,10 +468,9 @@ class TestCollectionInsert:
             vectors={"dense": [1 + 0.1] * 128, "sparse": {1: 1.0, 2: 2.0, 3: 3.0}},
         )
         with pytest.raises(ValueError) as e:
-            # ValueError: doc validate failed: field[id] is configured not nullable,
-            # but doc does not contain this field
+            # ValueError: Invalid doc: field[id] is required but not provided
             test_collection.insert(doc)
-        assert "field[id] is configured not nullable" in str(e.value)
+        assert "field[id] is required but not provided" in str(e.value)
 
         # without name
         doc = Doc(
@@ -484,7 +482,7 @@ class TestCollectionInsert:
         )
         with pytest.raises(ValueError) as e:
             test_collection.insert(doc)
-        assert "field[name] is configured not nullable" in str(e.value)
+        assert "field[name] is required but not provided" in str(e.value)
 
     def test_collection_insert_with_nullable_true_field(self, test_collection):
         # id, name's nullable == False
@@ -591,8 +589,7 @@ class TestCollectionUpdate:
             fields={"id": None},
         )
         with pytest.raises(ValueError) as e:
-            # ValueError: doc validate failed: field[id] is configured not nullable,
-            # but doc does not contain this field
+            # ValueError: Invalid doc: field[id] is required but its value is null
             collection_with_single_doc.update(doc)
 
         doc = Doc(