test: add cases for async milvus client

Signed-off-by: ThreadDao <[email protected]>

tests/python_client/base/async_milvus_client_wrapper.py

@@ -0,0 +1,176 @@
+import asyncio
+import sys
+from typing import Optional, List, Union, Dict
+
+from pymilvus import (
+    AsyncMilvusClient,
+    AnnSearchRequest,
+    RRFRanker,
+)
+from pymilvus.orm.types import CONSISTENCY_STRONG
+from pymilvus.orm.collection import CollectionSchema
+
+from check.func_check import ResponseChecker
+from utils.api_request import api_request, logger_interceptor
+
+
+class AsyncMilvusClientWrapper:
+    async_milvus_client = None
+
+    def __init__(self, active_trace=False):
+        self.active_trace = active_trace
+
+    def init_async_client(self, uri: str = "http://localhost:19530",
+                          user: str = "",
+                          password: str = "",
+                          db_name: str = "",
+                          token: str = "",
+                          timeout: Optional[float] = None,
+                          active_trace=False,
+                          check_task=None, check_items=None,
+                          **kwargs):
+        self.active_trace = active_trace
+
+        """ In order to distinguish the same name of collection """
+        func_name = sys._getframe().f_code.co_name
+        res, is_succ = api_request([AsyncMilvusClient, uri, user, password, db_name, token,
+                                    timeout], **kwargs)
+        self.async_milvus_client = res if is_succ else None
+        check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ, **kwargs).run()
+        return res, check_result
+
+    @logger_interceptor()
+    async def create_collection(self,
+                                collection_name: str,
+                                dimension: Optional[int] = None,
+                                primary_field_name: str = "id",  # default is "id"
+                                id_type: str = "int",  # or "string",
+                                vector_field_name: str = "vector",  # default is  "vector"
+                                metric_type: str = "COSINE",
+                                auto_id: bool = False,
+                                timeout: Optional[float] = None,
+                                schema: Optional[CollectionSchema] = None,
+                                index_params=None,
+                                **kwargs):
+        kwargs["consistency_level"] = kwargs.get("consistency_level", CONSISTENCY_STRONG)
+
+        return await self.async_milvus_client.create_collection(collection_name, dimension,
+                                                                primary_field_name,
+                                                                id_type, vector_field_name, metric_type,
+                                                                auto_id,
+                                                                timeout, schema, index_params, **kwargs)
+
+    @logger_interceptor()
+    async def drop_collection(self, collection_name: str, timeout: Optional[float] = None, **kwargs):
+        return await self.async_milvus_client.drop_collection(collection_name, timeout, **kwargs)
+
+    @logger_interceptor()
+    async def load_collection(self, collection_name: str, timeout: Optional[float] = None, **kwargs):
+        return await self.async_milvus_client.load_collection(collection_name, timeout, **kwargs)
+
+    @logger_interceptor()
+    async def create_index(self, collection_name: str, index_params, timeout: Optional[float] = None,
+                           **kwargs):
+        return await self.async_milvus_client.create_index(collection_name, index_params, timeout, **kwargs)
+
+    @logger_interceptor()
+    async def insert(self,
+                     collection_name: str,
+                     data: Union[Dict, List[Dict]],
+                     timeout: Optional[float] = None,
+                     partition_name: Optional[str] = "",
+                     **kwargs):
+        return await self.async_milvus_client.insert(collection_name, data, timeout, partition_name, **kwargs)
+
+    @logger_interceptor()
+    async def upsert(self,
+                     collection_name: str,
+                     data: Union[Dict, List[Dict]],
+                     timeout: Optional[float] = None,
+                     partition_name: Optional[str] = "",
+                     **kwargs):
+        kwargs["consistency_level"] = kwargs.get("consistency_level", CONSISTENCY_STRONG)
+
+        return await self.async_milvus_client.upsert(collection_name, data, timeout, partition_name, **kwargs)
+
+    @logger_interceptor()
+    async def search(self,
+                     collection_name: str,
+                     data: Union[List[list], list],
+                     filter: str = "",
+                     limit: int = 10,
+                     output_fields: Optional[List[str]] = None,
+                     search_params: Optional[dict] = None,
+                     timeout: Optional[float] = None,
+                     partition_names: Optional[List[str]] = None,
+                     anns_field: Optional[str] = None,
+                     **kwargs):
+        return await self.async_milvus_client.search(collection_name, data,
+                                                     filter,
+                                                     limit, output_fields, search_params,
+                                                     timeout,
+                                                     partition_names, anns_field, **kwargs)
+
+    @logger_interceptor()
+    async def hybrid_search(self,
+                            collection_name: str,
+                            reqs: List[AnnSearchRequest],
+                            ranker: RRFRanker,
+                            limit: int = 10,
+                            output_fields: Optional[List[str]] = None,
+                            timeout: Optional[float] = None,
+                            partition_names: Optional[List[str]] = None,
+                            **kwargs):
+        return await self.async_milvus_client.hybrid_search(collection_name, reqs,
+                                                            ranker,
+                                                            limit, output_fields,
+                                                            timeout, partition_names, **kwargs)
+
+    @logger_interceptor()
+    async def query(self,
+                    collection_name: str,
+                    filter: str = "",
+                    output_fields: Optional[List[str]] = None,
+                    timeout: Optional[float] = None,
+                    ids: Optional[Union[List, str, int]] = None,
+                    partition_names: Optional[List[str]] = None,
+                    **kwargs):
+        return await self.async_milvus_client.query(collection_name, filter,
+                                                    output_fields, timeout,
+                                                    ids, partition_names,
+                                                    **kwargs)
+
+    @logger_interceptor()
+    async def get(self,
+                  collection_name: str,
+                  ids: Union[list, str, int],
+                  output_fields: Optional[List[str]] = None,
+                  timeout: Optional[float] = None,
+                  partition_names: Optional[List[str]] = None,
+                  **kwargs):
+        return await self.async_milvus_client.get(collection_name, ids,
+                                                  output_fields, timeout,
+                                                  partition_names,
+                                                  **kwargs)
+
+    @logger_interceptor()
+    async def delete(self,
+                     collection_name: str,
+                     ids: Optional[Union[list, str, int]] = None,
+                     timeout: Optional[float] = None,
+                     filter: Optional[str] = None,
+                     partition_name: Optional[str] = None,
+                     **kwargs):
+        return await self.async_milvus_client.delete(collection_name, ids,
+                                                     timeout, filter,
+                                                     partition_name,
+                                                     **kwargs)
+
+    @classmethod
+    def create_schema(cls, **kwargs):
+        kwargs["check_fields"] = False  # do not check fields for now
+        return CollectionSchema([], **kwargs)
+
+    @logger_interceptor()
+    async def close(self, **kwargs):
+        return await self.async_milvus_client.close(**kwargs)

tests/python_client/base/client_base.py

@@ -13,6 +13,7 @@
 from base.utility_wrapper import ApiUtilityWrapper
 from base.schema_wrapper import ApiCollectionSchemaWrapper, ApiFieldSchemaWrapper
 from base.high_level_api_wrapper import HighLevelApiWrapper
+from base.async_milvus_client_wrapper import AsyncMilvusClientWrapper
 from utils.util_log import test_log as log
 from common import common_func as cf
 from common import common_type as ct
@@ -35,6 +36,7 @@ class Base:
     collection_object_list = []
     resource_group_list = []
     high_level_api_wrap = None
+    async_milvus_client_wrap = None
     skip_connection = False
 
     def setup_class(self):
@@ -59,6 +61,7 @@ def _setup_objects(self):
         self.field_schema_wrap = ApiFieldSchemaWrapper()
         self.database_wrap = ApiDatabaseWrapper()
         self.high_level_api_wrap = HighLevelApiWrapper()
+        self.async_milvus_client_wrap = AsyncMilvusClientWrapper()
 
     def teardown_method(self, method):
         log.info(("*" * 35) + " teardown " + ("*" * 35))
@@ -166,6 +169,16 @@ def _connect(self, enable_milvus_client_api=False):
         log.info(f"server version: {server_version}")
         return res
 
+    def init_async_milvus_client(self):
+        uri = cf.param_info.param_uri or f"http://{cf.param_info.param_host}:{cf.param_info.param_port}"
+        kwargs = {
+            "uri": uri,
+            "user": cf.param_info.param_user,
+            "password": cf.param_info.param_password,
+            "token": cf.param_info.param_token,
+        }
+        self.async_milvus_client_wrap.init_async_client(**kwargs)
+
     def init_collection_wrap(self, name=None, schema=None, check_task=None, check_items=None,
                              enable_dynamic_field=False, with_json=True, **kwargs):
         name = cf.gen_unique_str('coll_') if name is None else name

tests/python_client/base/high_level_api_wrapper.py

@@ -1,5 +1,7 @@
 import sys
 import time
+from typing import Optional
+
 import timeout_decorator
 from numpy import NaN
 
@@ -40,6 +42,12 @@ def init_milvus_client(self, uri, user="", password="", db_name="", token="", ti
                                        timeout=timeout, **kwargs).run()
         return res, check_result
 
+    def close(self, client, check_task=None, check_items=None):
+        func_name = sys._getframe().f_code.co_name
+        res, is_succ = api_request([client.close])
+        check_result = ResponseChecker(res, func_name, check_task, check_items, is_succ).run()
+        return res, check_result
+
     @trace()
     def create_schema(self, client, timeout=None, check_task=None,
                       check_items=None, **kwargs):
@@ -103,6 +111,17 @@ def upsert(self, client, collection_name, data, timeout=None, check_task=None, c
                                        **kwargs).run()
         return res, check_result
 
+    @trace()
+    def get_collection_stats(self, client, collection_name, timeout=None, check_task=None, check_items=None, **kwargs):
+        timeout = TIMEOUT if timeout is None else timeout
+        kwargs.update({"timeout": timeout})
+
+        func_name = sys._getframe().f_code.co_name
+        res, check = api_request([client.get_collection_stats, collection_name], **kwargs)
+        check_result = ResponseChecker(res, func_name, check_task, check_items, check,
+                                       collection_name=collection_name, **kwargs).run()
+        return res, check_result
+
     @trace()
     def search(self, client, collection_name, data, limit=10, filter=None, output_fields=None, search_params=None,
                timeout=None, check_task=None, check_items=None, **kwargs):
@@ -315,6 +334,16 @@ def rename_collection(self, client, old_name, new_name, timeout=None, check_task
                                        **kwargs).run()
         return res, check_result
 
+    @trace()
+    def create_database(self, client, db_name, properties: Optional[dict] = None, check_task=None, check_items=None, **kwargs):
+        func_name = sys._getframe().f_code.co_name
+        res, check = api_request([client.create_database, db_name, properties], **kwargs)
+        check_result = ResponseChecker(res, func_name, check_task,
+                                       check_items, check,
+                                       db_name=db_name, properties=properties,
+                                       **kwargs).run()
+        return res, check_result
+
     @trace()
     def create_partition(self, client, collection_name, partition_name, timeout=None, check_task=None, check_items=None, **kwargs):
         timeout = TIMEOUT if timeout is None else timeout

tests/python_client/check/func_check.py

@@ -7,10 +7,21 @@
 from common.common_type import CheckTasks, Connect_Object_Name
 # from common.code_mapping import ErrorCode, ErrorMessage
 from pymilvus import Collection, Partition, ResourceGroupInfo
-from utils.api_request import Error
 import check.param_check as pc
 
 
+class Error:
+    def __init__(self, error):
+        self.code = getattr(error, 'code', -1)
+        self.message = getattr(error, 'message', str(error))
+
+    def __str__(self):
+        return f"Error(code={self.code}, message={self.message})"
+
+    def __repr__(self):
+        return f"Error(code={self.code}, message={self.message})"
+
+
 class ResponseChecker:
     def __init__(self, response, func_name, check_task, check_items, is_succ=True, **kwargs):
         self.response = response  # response of api request

tests/python_client/conftest.py

@@ -25,7 +25,7 @@ def pytest_addoption(parser):
     parser.addoption("--user", action="store", default="", help="user name for connection")
     parser.addoption("--password", action="store", default="", help="password for connection")
     parser.addoption("--db_name", action="store", default="default", help="database name for connection")
-    parser.addoption("--secure", type=bool, action="store", default=False, help="secure for connection")
+    parser.addoption("--secure", action="store", default=False, help="secure for connection")
     parser.addoption("--milvus_ns", action="store", default="chaos-testing", help="milvus_ns")
     parser.addoption("--http_port", action="store", default=19121, help="http's port")
     parser.addoption("--handler", action="store", default="GRPC", help="handler of request")
@@ -45,7 +45,7 @@ def pytest_addoption(parser):
     parser.addoption('--term_expr', action='store', default="term_expr", help="expr of query quest")
     parser.addoption('--check_content', action='store', default="check_content", help="content of check")
     parser.addoption('--field_name', action='store', default="field_name", help="field_name of index")
-    parser.addoption('--replica_num', type='int', action='store', default=ct.default_replica_num, help="memory replica number")
+    parser.addoption('--replica_num', action='store', default=ct.default_replica_num, help="memory replica number")
     parser.addoption('--minio_host', action='store', default="localhost", help="minio service's ip")
     parser.addoption('--uri', action='store', default="", help="uri for high level api")
     parser.addoption('--token', action='store', default="", help="token for high level api")

tests/python_client/pytest.ini

@@ -10,3 +10,6 @@ log_date_format = %Y-%m-%d %H:%M:%S
 
 filterwarnings =
     ignore::DeprecationWarning
+
+asyncio_default_fixture_loop_scope = function
+

tests/python_client/requirements.txt

@@ -4,7 +4,8 @@ requests==2.26.0
 scikit-learn==1.1.3
 timeout_decorator==0.5.0
 ujson==5.5.0
-pytest==7.2.0
+pytest==8.3.4
+pytest-asyncio==0.24.0
 pytest-assume==2.4.3
 pytest-timeout==1.3.3
 pytest-repeat==0.8.0
@@ -27,8 +28,8 @@ pytest-parallel
 pytest-random-order
 
 # pymilvus
-pymilvus==2.5.1rc25
-pymilvus[bulk_writer]==2.5.1rc25
+pymilvus==2.5.2rc3
+pymilvus[bulk_writer]==2.5.2rc3
 
 
 # for customize config test