Optimize some low efficient code

pymilvus/client/check.py

@@ -3,6 +3,7 @@
 from typing import Any, Union
 from ..exceptions import ParamError
 from ..grpc_gen import milvus_pb2 as milvus_types
+from .singleton_utils import Singleton
 from .utils import (
     valid_index_types,
     valid_binary_index_types,
@@ -308,103 +309,56 @@ def is_legal_operate_privilege_type(operate_privilege_type: Any) -> bool:
             (milvus_types.OperatePrivilegeType.Grant, milvus_types.OperatePrivilegeType.Revoke)
 
 
+class ParamChecker(metaclass=Singleton):
+    def __init__(self) -> None:
+        self.check_dict = {
+            "collection_name": is_legal_table_name,
+            "field_name": is_legal_field_name,
+            "dimension": is_legal_dimension,
+            "index_file_size": is_legal_index_size,
+            "topk": is_legal_topk,
+            "ids": is_legal_ids,
+            "nprobe": is_legal_nprobe,
+            "nlist": is_legal_nlist,
+            "cmd": is_legal_cmd,
+            "partition_name": is_legal_partition_name,
+            "partition_name_array": is_legal_partition_name_array,
+            "limit": is_legal_limit,
+            "anns_field": is_legal_anns_field,
+            "search_data": is_legal_search_data,
+            "output_fields": is_legal_output_fields,
+            "round_decimal": is_legal_round_decimal,
+            "travel_timestamp": is_legal_travel_timestamp,
+            "guarantee_timestamp": is_legal_guarantee_timestamp,
+            "user": is_legal_user,
+            "password": is_legal_password,
+            "role_name": is_legal_role_name,
+            "operate_user_role_type": is_legal_operate_user_role_type,
+            "include_user_info": is_legal_include_user_info,
+            "include_role_info": is_legal_include_role_info,
+            "object": is_legal_object,
+            "object_name": is_legal_object_name,
+            "privilege": is_legal_privilege,
+            "operate_privilege_type": is_legal_operate_privilege_type,
+            "properties": is_legal_collection_properties,
+        }
+
+    def check(self, key, value):
+        if key in self.check_dict:
+            if not self.check_dict[key](value):
+                _raise_param_error(key, value)
+        else:
+            raise ParamError(message=f"unknown param `{key}`")
+
+def _get_param_checker():
+    return ParamChecker()
+
 def check_pass_param(*_args: Any, **kwargs: Any) -> None:  # pylint: disable=too-many-statements
     if kwargs is None:
         raise ParamError(message="Param should not be None")
-
+    checker = _get_param_checker()
     for key, value in kwargs.items():
-        if key in ("collection_name",):
-            if not is_legal_table_name(value):
-                _raise_param_error(key, value)
-        elif key == "field_name":
-            if not is_legal_field_name(value):
-                _raise_param_error(key, value)
-        elif key == "dimension":
-            if not is_legal_dimension(value):
-                _raise_param_error(key, value)
-        elif key == "index_file_size":
-            if not is_legal_index_size(value):
-                _raise_param_error(key, value)
-        elif key in ("topk", "top_k"):
-            if not is_legal_topk(value):
-                _raise_param_error(key, value)
-        elif key in ("ids",):
-            if not is_legal_ids(value):
-                _raise_param_error(key, value)
-        elif key in ("nprobe",):
-            if not is_legal_nprobe(value):
-                _raise_param_error(key, value)
-        elif key in ("nlist",):
-            if not is_legal_nlist(value):
-                _raise_param_error(key, value)
-        elif key in ("cmd",):
-            if not is_legal_cmd(value):
-                _raise_param_error(key, value)
-        elif key in ("partition_name",):
-            if not is_legal_partition_name(value):
-                _raise_param_error(key, value)
-        elif key in ("partition_name_array",):
-            if not is_legal_partition_name_array(value):
-                _raise_param_error(key, value)
-        elif key in ("limit",):
-            if not is_legal_limit(value):
-                _raise_param_error(key, value)
-        elif key in ("anns_field",):
-            if not is_legal_anns_field(value):
-                _raise_param_error(key, value)
-        elif key in ("search_data",):
-            if not is_legal_search_data(value):
-                _raise_param_error(key, value)
-        elif key in ("output_fields",):
-            if not is_legal_output_fields(value):
-                _raise_param_error(key, value)
-        elif key in ("round_decimal",):
-            if not is_legal_round_decimal(value):
-                _raise_param_error(key, value)
-        elif key in ("travel_timestamp",):
-            if not is_legal_travel_timestamp(value):
-                _raise_param_error(key, value)
-        elif key in ("guarantee_timestamp",):
-            if not is_legal_guarantee_timestamp(value):
-                _raise_param_error(key, value)
-        elif key in ("user",):
-            if not is_legal_user(value):
-                _raise_param_error(key, value)
-        elif key in ("password",):
-            if not is_legal_password(value):
-                _raise_param_error(key, value)
-        # elif key in ("records",):
-        #     if not is_legal_records(value):
-        #         _raise_param_error(key, value)
-        elif key in ("role_name",):
-            if not is_legal_role_name(value):
-                _raise_param_error(key, value)
-        elif key in ("operate_user_role_type",):
-            if not is_legal_operate_user_role_type(value):
-                _raise_param_error(key, value)
-        elif key in ("include_user_info",):
-            if not is_legal_include_user_info(value):
-                _raise_param_error(key, value)
-        elif key in ("include_role_info",):
-            if not is_legal_include_role_info(value):
-                _raise_param_error(key, value)
-        elif key in ("object",):
-            if not is_legal_object(value):
-                _raise_param_error(key, value)
-        elif key in ("object_name",):
-            if not is_legal_object_name(value):
-                _raise_param_error(key, value)
-        elif key in ("privilege",):
-            if not is_legal_privilege(value):
-                _raise_param_error(key, value)
-        elif key in ("operate_privilege_type",):
-            if not is_legal_operate_privilege_type(value):
-                _raise_param_error(key, value)
-        elif key == "properties":
-            if not is_legal_collection_properties(value):
-                _raise_param_error(key, value)
-        else:
-            raise ParamError(message=f"unknown param `{key}`")
+        checker.check(key, value)
 
 
 def check_index_params(params):

pymilvus/client/grpc_handler.py

@@ -413,21 +413,17 @@ def _execute_search_requests(self, requests, timeout=None, **kwargs):
         auto_id = kwargs.get("auto_id", True)
 
         try:
-            raws = []
-            futures = []
-
-            # step 1: get future object
-            for request in requests:
-                ft = self._stub.Search.future(request, timeout=timeout)
-                futures.append(ft)
-
             if kwargs.get("_async", False):
+                futures = []
+                for request in requests:
+                    ft = self._stub.Search.future(request, timeout=timeout)
+                    futures.append(ft)
                 func = kwargs.get("_callback", None)
                 return ChunkedSearchFuture(futures, func, auto_id)
 
-            # step2: get results
-            for ft in futures:
-                response = ft.result()
+            raws = []
+            for request in requests:
+                response = self._stub.Search(request, timeout=timeout)
 
                 if response.status.error_code != 0:
                     raise MilvusException(response.status.error_code, response.status.reason)
@@ -444,7 +440,7 @@ def _execute_search_requests(self, requests, timeout=None, **kwargs):
     @retry_on_rpc_failure(retry_on_deadline=False)
     def search(self, collection_name, data, anns_field, param, limit,
                expression=None, partition_names=None, output_fields=None,
-               round_decimal=-1, timeout=None, **kwargs):
+               round_decimal=-1, timeout=None, collection_schema=None, **kwargs):
         check_pass_param(
             limit=limit,
             round_decimal=round_decimal,
@@ -456,26 +452,21 @@ def search(self, collection_name, data, anns_field, param, limit,
             guarantee_timestamp=kwargs.get("guarantee_timestamp", 0)
         )
 
-        _kwargs = copy.deepcopy(kwargs)
-
-        collection_schema = kwargs.get("schema", None)
         if not collection_schema:
             collection_schema = self.describe_collection(collection_name, timeout=timeout, **kwargs)
-        auto_id = collection_schema["auto_id"]
+
         consistency_level = collection_schema["consistency_level"]
         # overwrite the consistency level defined when user created the collection
-        consistency_level = get_consistency_level(_kwargs.get("consistency_level", consistency_level))
-        _kwargs["schema"] = collection_schema
+        consistency_level = get_consistency_level(kwargs.get("consistency_level", consistency_level))
 
-        ts_utils.construct_guarantee_ts(consistency_level, collection_name, _kwargs)
+        ts_utils.construct_guarantee_ts(consistency_level, collection_name, kwargs)
 
-        requests = Prepare.search_requests_with_expr(collection_name, data, anns_field, param, limit, expression,
-                                                     partition_names, output_fields, round_decimal, **_kwargs)
-        _kwargs.pop("schema")
-        _kwargs["auto_id"] = auto_id
-        _kwargs["round_decimal"] = round_decimal
+        requests = Prepare.search_requests_with_expr(collection_name, data, anns_field, param, limit, collection_schema,
+                                                     expression, partition_names, output_fields, round_decimal,
+                                                     **kwargs)
 
-        return self._execute_search_requests(requests, timeout, **_kwargs)
+        auto_id = collection_schema["auto_id"]
+        return self._execute_search_requests(requests, timeout, round_decimal=round_decimal, auto_id=auto_id, **kwargs)
 
     @retry_on_rpc_failure()
     def get_query_segment_info(self, collection_name, timeout=30, **kwargs):

pymilvus/client/prepare.py

@@ -431,10 +431,9 @@ def extract_vectors_param(param, placeholders, names, round_decimal):
         return request
 
     @classmethod
-    def search_requests_with_expr(cls, collection_name, data, anns_field, param, limit, expr=None, partition_names=None,
+    def search_requests_with_expr(cls, collection_name, data, anns_field, param, limit, schema, expr=None, partition_names=None,
                                   output_fields=None, round_decimal=-1, **kwargs):
         # TODO Move this impl into server side
-        schema = kwargs.get("schema", None)
         fields_schema = schema.get("fields", None)  # list
         fields_name_locs = {fields_schema[loc]["name"]: loc for loc in range(len(fields_schema))}
 

pymilvus/orm/collection.py

@@ -134,6 +134,9 @@ def __init__(self, name, schema=None, using="default", shards_num=2, **kwargs):
             else:
                 raise SchemaNotReadyException(message=ExceptionsMessage.SchemaType)
 
+        self._schema_dict = self._schema.to_dict()
+        self._schema_dict["consistency_level"] = self._consistency_level
+
     def __repr__(self):
         _dict = {
             'name': self.name,
@@ -653,10 +656,9 @@ def search(self, data, anns_field, param, limit, expr=None, partition_names=None
             raise DataTypeNotMatchException(message=ExceptionsMessage.ExprType % type(expr))
 
         conn = self._get_connection()
-        schema_dict = self._schema.to_dict()
-        schema_dict["consistency_level"] = self._consistency_level
         res = conn.search(self._name, data, anns_field, param, limit, expr,
-                          partition_names, output_fields, round_decimal, timeout=timeout, schema=schema_dict, **kwargs)
+                          partition_names, output_fields, round_decimal, timeout=timeout,
+                          collection_schema=self._schema_dict, **kwargs)
         if kwargs.get("_async", False):
             return SearchFuture(res)
         return SearchResult(res)

pymilvus/orm/partition.py

@@ -444,7 +444,7 @@ def search(self, data, anns_field, param, limit,
         schema_dict = self._schema.to_dict()
         schema_dict["consistency_level"] = self._consistency_level
         res = conn.search(self._collection.name, data, anns_field, param, limit, expr, [self._name], output_fields,
-                          round_decimal=round_decimal, timeout=timeout, schema=schema_dict, **kwargs)
+                          round_decimal=round_decimal, timeout=timeout, collection_schema=schema_dict, **kwargs)
         if kwargs.get("_async", False):
             return SearchFuture(res)
         return SearchResult(res)

tests/test_prepare.py

@@ -26,7 +26,7 @@ def test_search_requests_with_expr_offset(self):
             "offset": 10,
         }
 
-        ret = Prepare.search_requests_with_expr("name", data, "v", search_params, 100, schema=schema)
+        ret = Prepare.search_requests_with_expr("name", data, "v", search_params, 100, schema)
 
         offset_exists = False
         for p in ret[0].search_params: