diff --git a/pymilvus/client/grpc_handler.py b/pymilvus/client/grpc_handler.py index 7b075b154..47ad64976 100644 --- a/pymilvus/client/grpc_handler.py +++ b/pymilvus/client/grpc_handler.py @@ -708,16 +708,16 @@ def _execute_search( return SearchFuture(None, None, e) raise e from e - def _execute_searchV2( - self, request: milvus_types.SearchRequestV2, timeout: Optional[float] = None, **kwargs + def _execute_hybrid_search( + self, request: milvus_types.HybridSearchRequest, timeout: Optional[float] = None, **kwargs ): try: if kwargs.get("_async", False): - future = self._stub.SearchV2.future(request, timeout=timeout) + future = self._stub.HybridSearch.future(request, timeout=timeout) func = kwargs.get("_callback", None) return SearchFuture(future, func) - response = self._stub.SearchV2(request, timeout=timeout) + response = self._stub.HybridSearch(request, timeout=timeout) check_status(response.status) round_decimal = kwargs.get("round_decimal", -1) return SearchResult(response.results, round_decimal) @@ -767,7 +767,7 @@ def search( return self._execute_search(request, timeout, round_decimal=round_decimal, **kwargs) @retry_on_rpc_failure() - def searchV2( + def hybrid_search( self, collection_name: str, reqs: List[AnnSearchRequest], @@ -802,7 +802,7 @@ def searchV2( ) requests.append(search_request) - search_request_v2 = Prepare.search_requestV2_with_ranker( + hybrid_search_request = Prepare.hybrid_search_request_with_ranker( collection_name, requests, rerank.dict(), @@ -812,8 +812,8 @@ def searchV2( round_decimal, **kwargs, ) - return self._execute_searchV2( - search_request_v2, timeout, round_decimal=round_decimal, **kwargs + return self._execute_hybrid_search( + hybrid_search_request, timeout, round_decimal=round_decimal, **kwargs ) @retry_on_rpc_failure() diff --git a/pymilvus/client/prepare.py b/pymilvus/client/prepare.py index da936cba3..5166cbe6d 100644 --- a/pymilvus/client/prepare.py +++ b/pymilvus/client/prepare.py @@ -653,7 +653,7 @@ def dump(v: Dict): return request @classmethod - def search_requestV2_with_ranker( + def hybrid_search_request_with_ranker( cls, collection_name: str, reqs: List, @@ -663,7 +663,7 @@ def search_requestV2_with_ranker( output_fields: Optional[List[str]] = None, round_decimal: int = -1, **kwargs, - ) -> milvus_types.SearchRequestV2: + ) -> milvus_types.HybridSearchRequest: use_default_consistency = ts_utils.construct_guarantee_ts(collection_name, kwargs) rerank_param["limit"] = limit rerank_param["round_decimal"] = round_decimal @@ -673,7 +673,7 @@ def dump(v: Dict): return ujson.dumps(v) return str(v) - request = milvus_types.SearchRequestV2( + request = milvus_types.HybridSearchRequest( collection_name=collection_name, partition_names=partition_names, requests=reqs, diff --git a/pymilvus/grpc_gen/common_pb2.py b/pymilvus/grpc_gen/common_pb2.py index eb7e62942..ad99c9062 100644 --- a/pymilvus/grpc_gen/common_pb2.py +++ b/pymilvus/grpc_gen/common_pb2.py @@ -14,7 +14,7 @@ from google.protobuf import 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\x12\x19\n\x15PrivilegeGetLoadState\x10!\x12\x1d\n\x19PrivilegeRenameCollection\x10\"\x12\x1b\n\x17PrivilegeCreateDatabase\x10#\x12\x19\n\x15PrivilegeDropDatabase\x10$\x12\x1a\n\x16PrivilegeListDatabases\x10%\x12\x15\n\x11PrivilegeFlushAll\x10&\x12\x1c\n\x18PrivilegeCreatePartition\x10\'\x12\x1a\n\x16PrivilegeDropPartition\x10(\x12\x1b\n\x17PrivilegeShowPartitions\x10)\x12\x19\n\x15PrivilegeHasPartition\x10*\x12\x1a\n\x16PrivilegeGetFlushState\x10+*S\n\tStateCode\x12\x10\n\x0cInitializing\x10\x00\x12\x0b\n\x07Healthy\x10\x01\x12\x0c\n\x08\x41\x62normal\x10\x02\x12\x0b\n\x07StandBy\x10\x03\x12\x0c\n\x08Stopping\x10\x04*c\n\tLoadState\x12\x15\n\x11LoadStateNotExist\x10\x00\x12\x14\n\x10LoadStateNotLoad\x10\x01\x12\x14\n\x10LoadStateLoading\x10\x02\x12\x13\n\x0fLoadStateLoaded\x10\x03:^\n\x11privilege_ext_obj\x12\x1f.google.protobuf.MessageOptions\x18\xe9\x07 \x01(\x0b\x32!.milvus.proto.common.PrivilegeExtBm\n\x0eio.milvus.grpcB\x0b\x43ommonProtoP\x01Z4github.com/milvus-io/milvus-proto/go-api/v2/commonpb\xa0\x01\x01\xaa\x02\x12Milvus.Client.Grpcb\x06proto3') _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) @@ -43,23 +43,23 @@ _globals['_PLACEHOLDERTYPE']._serialized_start=3309 _globals['_PLACEHOLDERTYPE']._serialized_end=3434 _globals['_MSGTYPE']._serialized_start=3437 - _globals['_MSGTYPE']._serialized_end=5537 - _globals['_DSLTYPE']._serialized_start=5539 - _globals['_DSLTYPE']._serialized_end=5573 - _globals['_COMPACTIONSTATE']._serialized_start=5575 - _globals['_COMPACTIONSTATE']._serialized_end=5641 - _globals['_CONSISTENCYLEVEL']._serialized_start=5643 - _globals['_CONSISTENCYLEVEL']._serialized_end=5731 - _globals['_IMPORTSTATE']._serialized_start=5734 - _globals['_IMPORTSTATE']._serialized_end=5892 - _globals['_OBJECTTYPE']._serialized_start=5894 - _globals['_OBJECTTYPE']._serialized_end=5944 - _globals['_OBJECTPRIVILEGE']._serialized_start=5947 - _globals['_OBJECTPRIVILEGE']._serialized_end=7004 - _globals['_STATECODE']._serialized_start=7006 - _globals['_STATECODE']._serialized_end=7089 - _globals['_LOADSTATE']._serialized_start=7091 - _globals['_LOADSTATE']._serialized_end=7190 + _globals['_MSGTYPE']._serialized_end=5554 + _globals['_DSLTYPE']._serialized_start=5556 + _globals['_DSLTYPE']._serialized_end=5590 + _globals['_COMPACTIONSTATE']._serialized_start=5592 + _globals['_COMPACTIONSTATE']._serialized_end=5658 + _globals['_CONSISTENCYLEVEL']._serialized_start=5660 + _globals['_CONSISTENCYLEVEL']._serialized_end=5748 + _globals['_IMPORTSTATE']._serialized_start=5751 + _globals['_IMPORTSTATE']._serialized_end=5909 + _globals['_OBJECTTYPE']._serialized_start=5911 + _globals['_OBJECTTYPE']._serialized_end=5961 + _globals['_OBJECTPRIVILEGE']._serialized_start=5964 + _globals['_OBJECTPRIVILEGE']._serialized_end=7163 + _globals['_STATECODE']._serialized_start=7165 + _globals['_STATECODE']._serialized_end=7248 + _globals['_LOADSTATE']._serialized_start=7250 + _globals['_LOADSTATE']._serialized_end=7349 _globals['_STATUS']._serialized_start=72 _globals['_STATUS']._serialized_end=201 _globals['_KEYVALUEPAIR']._serialized_start=203 diff --git a/pymilvus/grpc_gen/common_pb2.pyi b/pymilvus/grpc_gen/common_pb2.pyi index b9614be5b..c089a3eaf 100644 --- a/pymilvus/grpc_gen/common_pb2.pyi +++ b/pymilvus/grpc_gen/common_pb2.pyi @@ -137,6 +137,7 @@ class MsgType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper): DescribeIndex: _ClassVar[MsgType] DropIndex: _ClassVar[MsgType] GetIndexStatistics: _ClassVar[MsgType] + AlterIndex: _ClassVar[MsgType] Insert: _ClassVar[MsgType] Delete: _ClassVar[MsgType] Flush: _ClassVar[MsgType] @@ -278,6 +279,11 @@ class ObjectPrivilege(int, metaclass=_enum_type_wrapper.EnumTypeWrapper): PrivilegeDropDatabase: _ClassVar[ObjectPrivilege] PrivilegeListDatabases: _ClassVar[ObjectPrivilege] PrivilegeFlushAll: _ClassVar[ObjectPrivilege] + PrivilegeCreatePartition: _ClassVar[ObjectPrivilege] + PrivilegeDropPartition: _ClassVar[ObjectPrivilege] + PrivilegeShowPartitions: _ClassVar[ObjectPrivilege] + PrivilegeHasPartition: _ClassVar[ObjectPrivilege] + PrivilegeGetFlushState: _ClassVar[ObjectPrivilege] class StateCode(int, metaclass=_enum_type_wrapper.EnumTypeWrapper): __slots__ = [] @@ -409,6 +415,7 @@ CreateIndex: MsgType DescribeIndex: MsgType DropIndex: MsgType GetIndexStatistics: MsgType +AlterIndex: MsgType Insert: MsgType Delete: MsgType Flush: MsgType @@ -532,6 +539,11 @@ PrivilegeCreateDatabase: ObjectPrivilege PrivilegeDropDatabase: ObjectPrivilege PrivilegeListDatabases: ObjectPrivilege PrivilegeFlushAll: ObjectPrivilege +PrivilegeCreatePartition: ObjectPrivilege +PrivilegeDropPartition: ObjectPrivilege +PrivilegeShowPartitions: ObjectPrivilege +PrivilegeHasPartition: ObjectPrivilege +PrivilegeGetFlushState: ObjectPrivilege Initializing: StateCode Healthy: StateCode Abnormal: StateCode diff --git a/pymilvus/grpc_gen/milvus-proto b/pymilvus/grpc_gen/milvus-proto index f31a26259..b5442d755 160000 --- a/pymilvus/grpc_gen/milvus-proto +++ b/pymilvus/grpc_gen/milvus-proto @@ -1 +1 @@ -Subproject commit f31a262591dc0e94a6cec71f7d43ce419b17170c +Subproject commit b5442d755fa41a6684e381674e5e129ec483fc6f diff --git a/pymilvus/grpc_gen/milvus_pb2.py b/pymilvus/grpc_gen/milvus_pb2.py index c316da412..ec1872539 100644 --- a/pymilvus/grpc_gen/milvus_pb2.py +++ b/pymilvus/grpc_gen/milvus_pb2.py @@ -18,7 +18,7 @@ from google.protobuf import descriptor_pb2 as google_dot_protobuf_dot_descriptor__pb2 -DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x0cmilvus.proto\x12\x13milvus.proto.milvus\x1a\x0c\x63ommon.proto\x1a\x0cschema.proto\x1a\x0b\x66\x65\x64\x65r.proto\x1a\tmsg.proto\x1a google/protobuf/descriptor.proto\"y\n\x12\x43reateAliasRequest\x12*\n\x04\x62\x61se\x18\x01 \x01(\x0b\x32\x1c.milvus.proto.common.MsgBase\x12\x0f\n\x07\x64\x62_name\x18\x02 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ConnectResponse\"\x00\x12k\n\x0e\x41llocTimestamp\x12*.milvus.proto.milvus.AllocTimestampRequest\x1a+.milvus.proto.milvus.AllocTimestampResponse\"\x00\x12[\n\x0e\x43reateDatabase\x12*.milvus.proto.milvus.CreateDatabaseRequest\x1a\x1b.milvus.proto.common.Status\"\x00\x12W\n\x0c\x44ropDatabase\x12(.milvus.proto.milvus.DropDatabaseRequest\x1a\x1b.milvus.proto.common.Status\"\x00\x12h\n\rListDatabases\x12).milvus.proto.milvus.ListDatabasesRequest\x1a*.milvus.proto.milvus.ListDatabasesResponse\"\x00\x12q\n\x10ReplicateMessage\x12,.milvus.proto.milvus.ReplicateMessageRequest\x1a-.milvus.proto.milvus.ReplicateMessageResponse\"\x00\x32u\n\x0cProxyService\x12\x65\n\x0cRegisterLink\x12(.milvus.proto.milvus.RegisterLinkRequest\x1a).milvus.proto.milvus.RegisterLinkResponse\"\x00:U\n\x0emilvus_ext_obj\x12\x1c.google.protobuf.FileOptions\x18\xe9\x07 \x01(\x0b\x32\x1e.milvus.proto.milvus.MilvusExtBm\n\x0eio.milvus.grpcB\x0bMilvusProtoP\x01Z4github.com/milvus-io/milvus-proto/go-api/v2/milvuspb\xa0\x01\x01\xaa\x02\x12Milvus.Client.Grpcb\x06proto3') _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) @@ -52,8 +52,20 @@ _SHOWCOLLECTIONSREQUEST._serialized_options = b'\312>\017\010\001\020\004\030\377\377\377\377\377\377\377\377\377\001' _SHOWCOLLECTIONSRESPONSE.fields_by_name['inMemory_percentages']._options = None _SHOWCOLLECTIONSRESPONSE.fields_by_name['inMemory_percentages']._serialized_options = b'\030\001' + _CREATEPARTITIONREQUEST._options = None + _CREATEPARTITIONREQUEST._serialized_options = b'\312>\004\020\'\030\003' + _DROPPARTITIONREQUEST._options = None + _DROPPARTITIONREQUEST._serialized_options = b'\312>\004\020(\030\003' + _HASPARTITIONREQUEST._options = None + _HASPARTITIONREQUEST._serialized_options = b'\312>\004\020*\030\003' + _LOADPARTITIONSREQUEST._options = None + _LOADPARTITIONSREQUEST._serialized_options = b'\312>\004\020\005\030\003' + _RELEASEPARTITIONSREQUEST._options = None + _RELEASEPARTITIONSREQUEST._serialized_options = b'\312>\004\020\006\030\003' _SHOWPARTITIONSREQUEST.fields_by_name['type']._options = None _SHOWPARTITIONSREQUEST.fields_by_name['type']._serialized_options = b'\030\001' + _SHOWPARTITIONSREQUEST._options = None + _SHOWPARTITIONSREQUEST._serialized_options = b'\312>\004\020)\030\003' _SHOWPARTITIONSRESPONSE.fields_by_name['inMemory_percentages']._options = None _SHOWPARTITIONSRESPONSE.fields_by_name['inMemory_percentages']._serialized_options = b'\030\001' _CREATEINDEXREQUEST._options = None @@ -76,8 +88,8 @@ _DELETEREQUEST._serialized_options = b'\312>\004\020\t\030\003' _SEARCHREQUEST._options = None _SEARCHREQUEST._serialized_options = b'\312>\004\020\016\030\003' - _SEARCHREQUESTV2._options = None - _SEARCHREQUESTV2._serialized_options = b'\312>\004\020\016\030\003' + _HYBRIDSEARCHREQUEST._options = None + _HYBRIDSEARCHREQUEST._serialized_options = b'\312>\004\020\016\030\003' _FLUSHREQUEST._options = None _FLUSHREQUEST._serialized_options = b'\312>\004\020\017 \003' _FLUSHRESPONSE_COLLSEGIDSENTRY._options = None @@ -98,6 +110,8 @@ _LOADBALANCEREQUEST._serialized_options = b'\312>\004\020\021\030\005' _MANUALCOMPACTIONREQUEST._options = None _MANUALCOMPACTIONREQUEST._serialized_options = b'\312>\004\020\007\030\001' + _GETFLUSHSTATEREQUEST._options = None + _GETFLUSHSTATEREQUEST._serialized_options = b'\312>\004\020+\030\004' _IMPORTREQUEST._options = None _IMPORTREQUEST._serialized_options = b'\312>\004\020\022\030\001' _REPLICAINFO_NUMOUTBOUNDNODEENTRY._options = None @@ -162,14 +176,14 @@ _MILVUSSERVICE.methods_by_name['GetIndexState']._serialized_options = b'\210\002\001' _MILVUSSERVICE.methods_by_name['GetIndexBuildProgress']._options = None _MILVUSSERVICE.methods_by_name['GetIndexBuildProgress']._serialized_options = b'\210\002\001' - _globals['_SHOWTYPE']._serialized_start=23297 - _globals['_SHOWTYPE']._serialized_end=23334 - _globals['_OPERATEUSERROLETYPE']._serialized_start=23336 - _globals['_OPERATEUSERROLETYPE']._serialized_end=23400 - _globals['_OPERATEPRIVILEGETYPE']._serialized_start=23402 - _globals['_OPERATEPRIVILEGETYPE']._serialized_end=23447 - _globals['_QUOTASTATE']._serialized_start=23449 - _globals['_QUOTASTATE']._serialized_end=23542 + _globals['_SHOWTYPE']._serialized_start=23455 + _globals['_SHOWTYPE']._serialized_end=23492 + _globals['_OPERATEUSERROLETYPE']._serialized_start=23494 + _globals['_OPERATEUSERROLETYPE']._serialized_end=23558 + _globals['_OPERATEPRIVILEGETYPE']._serialized_start=23560 + _globals['_OPERATEPRIVILEGETYPE']._serialized_end=23605 + _globals['_QUOTASTATE']._serialized_start=23607 + _globals['_QUOTASTATE']._serialized_end=23700 _globals['_CREATEALIASREQUEST']._serialized_start=123 _globals['_CREATEALIASREQUEST']._serialized_end=244 _globals['_DROPALIASREQUEST']._serialized_start=246 @@ -217,289 +231,289 @@ _globals['_SHOWCOLLECTIONSRESPONSE']._serialized_start=3666 _globals['_SHOWCOLLECTIONSRESPONSE']._serialized_end=3913 _globals['_CREATEPARTITIONREQUEST']._serialized_start=3916 - _globals['_CREATEPARTITIONREQUEST']._serialized_end=4050 - _globals['_DROPPARTITIONREQUEST']._serialized_start=4053 - _globals['_DROPPARTITIONREQUEST']._serialized_end=4185 - _globals['_HASPARTITIONREQUEST']._serialized_start=4188 - _globals['_HASPARTITIONREQUEST']._serialized_end=4319 - _globals['_LOADPARTITIONSREQUEST']._serialized_start=4322 - _globals['_LOADPARTITIONSREQUEST']._serialized_end=4522 - _globals['_RELEASEPARTITIONSREQUEST']._serialized_start=4525 - _globals['_RELEASEPARTITIONSREQUEST']._serialized_end=4662 - _globals['_GETPARTITIONSTATISTICSREQUEST']._serialized_start=4665 - _globals['_GETPARTITIONSTATISTICSREQUEST']._serialized_end=4806 - _globals['_GETPARTITIONSTATISTICSRESPONSE']._serialized_start=4808 - _globals['_GETPARTITIONSTATISTICSRESPONSE']._serialized_end=4935 - _globals['_SHOWPARTITIONSREQUEST']._serialized_start=4938 - _globals['_SHOWPARTITIONSREQUEST']._serialized_end=5143 - _globals['_SHOWPARTITIONSRESPONSE']._serialized_start=5146 - _globals['_SHOWPARTITIONSRESPONSE']._serialized_end=5356 - _globals['_DESCRIBESEGMENTREQUEST']._serialized_start=5358 - _globals['_DESCRIBESEGMENTREQUEST']._serialized_end=5467 - _globals['_DESCRIBESEGMENTRESPONSE']._serialized_start=5470 - _globals['_DESCRIBESEGMENTRESPONSE']._serialized_end=5613 - _globals['_SHOWSEGMENTSREQUEST']._serialized_start=5615 - _globals['_SHOWSEGMENTSREQUEST']._serialized_end=5723 - _globals['_SHOWSEGMENTSRESPONSE']._serialized_start=5725 - _globals['_SHOWSEGMENTSRESPONSE']._serialized_end=5812 - _globals['_CREATEINDEXREQUEST']._serialized_start=5815 - _globals['_CREATEINDEXREQUEST']._serialized_end=6027 - _globals['_ALTERINDEXREQUEST']._serialized_start=6030 - _globals['_ALTERINDEXREQUEST']._serialized_end=6221 - _globals['_DESCRIBEINDEXREQUEST']._serialized_start=6224 - _globals['_DESCRIBEINDEXREQUEST']._serialized_end=6400 - _globals['_INDEXDESCRIPTION']._serialized_start=6403 - _globals['_INDEXDESCRIPTION']._serialized_end=6680 - _globals['_DESCRIBEINDEXRESPONSE']._serialized_start=6683 - _globals['_DESCRIBEINDEXRESPONSE']._serialized_end=6818 - _globals['_GETINDEXBUILDPROGRESSREQUEST']._serialized_start=6821 - _globals['_GETINDEXBUILDPROGRESSREQUEST']._serialized_end=6986 - _globals['_GETINDEXBUILDPROGRESSRESPONSE']._serialized_start=6988 - _globals['_GETINDEXBUILDPROGRESSRESPONSE']._serialized_end=7106 - _globals['_GETINDEXSTATEREQUEST']._serialized_start=7109 - _globals['_GETINDEXSTATEREQUEST']._serialized_end=7266 - _globals['_GETINDEXSTATERESPONSE']._serialized_start=7269 - _globals['_GETINDEXSTATERESPONSE']._serialized_end=7406 - _globals['_DROPINDEXREQUEST']._serialized_start=7409 - _globals['_DROPINDEXREQUEST']._serialized_end=7562 - _globals['_INSERTREQUEST']._serialized_start=7565 - _globals['_INSERTREQUEST']._serialized_end=7789 - _globals['_UPSERTREQUEST']._serialized_start=7792 - _globals['_UPSERTREQUEST']._serialized_end=8016 - _globals['_MUTATIONRESULT']._serialized_start=8019 - _globals['_MUTATIONRESULT']._serialized_end=8259 - _globals['_DELETEREQUEST']._serialized_start=8262 - _globals['_DELETEREQUEST']._serialized_end=8429 - _globals['_SEARCHREQUEST']._serialized_start=8432 - _globals['_SEARCHREQUEST']._serialized_end=8963 - _globals['_HITS']._serialized_start=8965 - _globals['_HITS']._serialized_end=9018 - _globals['_SEARCHRESULTS']._serialized_start=9021 - _globals['_SEARCHRESULTS']._serialized_end=9162 - _globals['_SEARCHREQUESTV2']._serialized_start=9165 - _globals['_SEARCHREQUESTV2']._serialized_end=9618 - _globals['_FLUSHREQUEST']._serialized_start=9620 - _globals['_FLUSHREQUEST']._serialized_end=9730 - _globals['_FLUSHRESPONSE']._serialized_start=9733 - _globals['_FLUSHRESPONSE']._serialized_end=10400 - _globals['_FLUSHRESPONSE_COLLSEGIDSENTRY']._serialized_start=10125 - _globals['_FLUSHRESPONSE_COLLSEGIDSENTRY']._serialized_end=10206 - _globals['_FLUSHRESPONSE_FLUSHCOLLSEGIDSENTRY']._serialized_start=10208 - _globals['_FLUSHRESPONSE_FLUSHCOLLSEGIDSENTRY']._serialized_end=10294 - _globals['_FLUSHRESPONSE_COLLSEALTIMESENTRY']._serialized_start=10296 - _globals['_FLUSHRESPONSE_COLLSEALTIMESENTRY']._serialized_end=10348 - _globals['_FLUSHRESPONSE_COLLFLUSHTSENTRY']._serialized_start=10350 - _globals['_FLUSHRESPONSE_COLLFLUSHTSENTRY']._serialized_end=10400 - _globals['_QUERYREQUEST']._serialized_start=10403 - _globals['_QUERYREQUEST']._serialized_end=10814 - _globals['_QUERYRESULTS']._serialized_start=10817 - _globals['_QUERYRESULTS']._serialized_end=10977 - _globals['_VECTORIDS']._serialized_start=10979 - _globals['_VECTORIDS']._serialized_end=11104 - _globals['_VECTORSARRAY']._serialized_start=11107 - _globals['_VECTORSARRAY']._serialized_end=11238 - _globals['_CALCDISTANCEREQUEST']._serialized_start=11241 - _globals['_CALCDISTANCEREQUEST']._serialized_end=11462 - _globals['_CALCDISTANCERESULTS']._serialized_start=11465 - _globals['_CALCDISTANCERESULTS']._serialized_end=11646 - _globals['_FLUSHALLREQUEST']._serialized_start=11648 - _globals['_FLUSHALLREQUEST']._serialized_end=11746 - _globals['_FLUSHALLRESPONSE']._serialized_start=11748 - _globals['_FLUSHALLRESPONSE']._serialized_end=11833 - _globals['_PERSISTENTSEGMENTINFO']._serialized_start=11836 - _globals['_PERSISTENTSEGMENTINFO']._serialized_end=11989 - _globals['_GETPERSISTENTSEGMENTINFOREQUEST']._serialized_start=11991 - _globals['_GETPERSISTENTSEGMENTINFOREQUEST']._serialized_end=12108 - _globals['_GETPERSISTENTSEGMENTINFORESPONSE']._serialized_start=12111 - _globals['_GETPERSISTENTSEGMENTINFORESPONSE']._serialized_end=12249 - _globals['_QUERYSEGMENTINFO']._serialized_start=12252 - _globals['_QUERYSEGMENTINFO']._serialized_end=12492 - _globals['_GETQUERYSEGMENTINFOREQUEST']._serialized_start=12494 - _globals['_GETQUERYSEGMENTINFOREQUEST']._serialized_end=12606 - _globals['_GETQUERYSEGMENTINFORESPONSE']._serialized_start=12609 - _globals['_GETQUERYSEGMENTINFORESPONSE']._serialized_end=12737 - _globals['_DUMMYREQUEST']._serialized_start=12739 - _globals['_DUMMYREQUEST']._serialized_end=12775 - _globals['_DUMMYRESPONSE']._serialized_start=12777 - _globals['_DUMMYRESPONSE']._serialized_end=12810 - _globals['_REGISTERLINKREQUEST']._serialized_start=12812 - _globals['_REGISTERLINKREQUEST']._serialized_end=12833 - _globals['_REGISTERLINKRESPONSE']._serialized_start=12835 - _globals['_REGISTERLINKRESPONSE']._serialized_end=12949 - _globals['_GETMETRICSREQUEST']._serialized_start=12951 - _globals['_GETMETRICSREQUEST']._serialized_end=13031 - _globals['_GETMETRICSRESPONSE']._serialized_start=13033 - _globals['_GETMETRICSRESPONSE']._serialized_end=13140 - _globals['_COMPONENTINFO']._serialized_start=13143 - _globals['_COMPONENTINFO']._serialized_end=13295 - _globals['_COMPONENTSTATES']._serialized_start=13298 - _globals['_COMPONENTSTATES']._serialized_end=13476 - _globals['_GETCOMPONENTSTATESREQUEST']._serialized_start=13478 - _globals['_GETCOMPONENTSTATESREQUEST']._serialized_end=13505 - _globals['_LOADBALANCEREQUEST']._serialized_start=13508 - _globals['_LOADBALANCEREQUEST']._serialized_end=13690 - _globals['_MANUALCOMPACTIONREQUEST']._serialized_start=13692 - _globals['_MANUALCOMPACTIONREQUEST']._serialized_end=13768 - _globals['_MANUALCOMPACTIONRESPONSE']._serialized_start=13770 - _globals['_MANUALCOMPACTIONRESPONSE']._serialized_end=13892 - _globals['_GETCOMPACTIONSTATEREQUEST']._serialized_start=13894 - _globals['_GETCOMPACTIONSTATEREQUEST']._serialized_end=13943 - _globals['_GETCOMPACTIONSTATERESPONSE']._serialized_start=13946 - _globals['_GETCOMPACTIONSTATERESPONSE']._serialized_end=14167 - _globals['_GETCOMPACTIONPLANSREQUEST']._serialized_start=14169 - _globals['_GETCOMPACTIONPLANSREQUEST']._serialized_end=14218 - _globals['_GETCOMPACTIONPLANSRESPONSE']._serialized_start=14221 - _globals['_GETCOMPACTIONPLANSRESPONSE']._serialized_end=14409 - _globals['_COMPACTIONMERGEINFO']._serialized_start=14411 - _globals['_COMPACTIONMERGEINFO']._serialized_end=14465 - _globals['_GETFLUSHSTATEREQUEST']._serialized_start=14467 - _globals['_GETFLUSHSTATEREQUEST']._serialized_end=14569 - _globals['_GETFLUSHSTATERESPONSE']._serialized_start=14571 - _globals['_GETFLUSHSTATERESPONSE']._serialized_end=14656 - _globals['_GETFLUSHALLSTATEREQUEST']._serialized_start=14658 - _globals['_GETFLUSHALLSTATEREQUEST']._serialized_end=14766 - _globals['_GETFLUSHALLSTATERESPONSE']._serialized_start=14768 - _globals['_GETFLUSHALLSTATERESPONSE']._serialized_end=14856 - _globals['_IMPORTREQUEST']._serialized_start=14859 - _globals['_IMPORTREQUEST']._serialized_end=15058 - _globals['_IMPORTRESPONSE']._serialized_start=15060 - _globals['_IMPORTRESPONSE']._serialized_end=15136 - _globals['_GETIMPORTSTATEREQUEST']._serialized_start=15138 - _globals['_GETIMPORTSTATEREQUEST']._serialized_end=15175 - _globals['_GETIMPORTSTATERESPONSE']._serialized_start=15178 - _globals['_GETIMPORTSTATERESPONSE']._serialized_end=15457 - _globals['_LISTIMPORTTASKSREQUEST']._serialized_start=15459 - _globals['_LISTIMPORTTASKSREQUEST']._serialized_end=15540 - _globals['_LISTIMPORTTASKSRESPONSE']._serialized_start=15543 - _globals['_LISTIMPORTTASKSRESPONSE']._serialized_end=15673 - _globals['_GETREPLICASREQUEST']._serialized_start=15676 - _globals['_GETREPLICASREQUEST']._serialized_end=15830 - _globals['_GETREPLICASRESPONSE']._serialized_start=15832 - _globals['_GETREPLICASRESPONSE']._serialized_end=15950 - _globals['_REPLICAINFO']._serialized_start=15953 - _globals['_REPLICAINFO']._serialized_end=16274 - _globals['_REPLICAINFO_NUMOUTBOUNDNODEENTRY']._serialized_start=16220 - _globals['_REPLICAINFO_NUMOUTBOUNDNODEENTRY']._serialized_end=16274 - _globals['_SHARDREPLICA']._serialized_start=16276 - _globals['_SHARDREPLICA']._serialized_end=16372 - _globals['_CREATECREDENTIALREQUEST']._serialized_start=16375 - _globals['_CREATECREDENTIALREQUEST']._serialized_end=16565 - _globals['_UPDATECREDENTIALREQUEST']._serialized_start=16568 - _globals['_UPDATECREDENTIALREQUEST']._serialized_end=16773 - _globals['_DELETECREDENTIALREQUEST']._serialized_start=16775 - _globals['_DELETECREDENTIALREQUEST']._serialized_end=16882 - _globals['_LISTCREDUSERSRESPONSE']._serialized_start=16884 - _globals['_LISTCREDUSERSRESPONSE']._serialized_end=16971 - _globals['_LISTCREDUSERSREQUEST']._serialized_start=16973 - _globals['_LISTCREDUSERSREQUEST']._serialized_end=17059 - _globals['_ROLEENTITY']._serialized_start=17061 - _globals['_ROLEENTITY']._serialized_end=17087 - _globals['_USERENTITY']._serialized_start=17089 - _globals['_USERENTITY']._serialized_end=17115 - _globals['_CREATEROLEREQUEST']._serialized_start=17118 - _globals['_CREATEROLEREQUEST']._serialized_end=17250 - _globals['_DROPROLEREQUEST']._serialized_start=17252 - _globals['_DROPROLEREQUEST']._serialized_end=17352 - _globals['_OPERATEUSERROLEREQUEST']._serialized_start=17355 - _globals['_OPERATEUSERROLEREQUEST']._serialized_end=17536 - _globals['_SELECTROLEREQUEST']._serialized_start=17539 - _globals['_SELECTROLEREQUEST']._serialized_end=17696 - _globals['_ROLERESULT']._serialized_start=17698 - _globals['_ROLERESULT']._serialized_end=17805 - _globals['_SELECTROLERESPONSE']._serialized_start=17807 - _globals['_SELECTROLERESPONSE']._serialized_end=17922 - _globals['_SELECTUSERREQUEST']._serialized_start=17925 - _globals['_SELECTUSERREQUEST']._serialized_end=18073 - _globals['_USERRESULT']._serialized_start=18075 - _globals['_USERRESULT']._serialized_end=18182 - _globals['_SELECTUSERRESPONSE']._serialized_start=18184 - _globals['_SELECTUSERRESPONSE']._serialized_end=18299 - _globals['_OBJECTENTITY']._serialized_start=18301 - _globals['_OBJECTENTITY']._serialized_end=18329 - _globals['_PRIVILEGEENTITY']._serialized_start=18331 - _globals['_PRIVILEGEENTITY']._serialized_end=18362 - _globals['_GRANTORENTITY']._serialized_start=18364 - _globals['_GRANTORENTITY']._serialized_end=18483 - _globals['_GRANTPRIVILEGEENTITY']._serialized_start=18485 - _globals['_GRANTPRIVILEGEENTITY']._serialized_end=18561 - _globals['_GRANTENTITY']._serialized_start=18564 - _globals['_GRANTENTITY']._serialized_end=18766 - _globals['_SELECTGRANTREQUEST']._serialized_start=18769 - _globals['_SELECTGRANTREQUEST']._serialized_end=18903 - _globals['_SELECTGRANTRESPONSE']._serialized_start=18905 - _globals['_SELECTGRANTRESPONSE']._serialized_end=19023 - _globals['_OPERATEPRIVILEGEREQUEST']._serialized_start=19026 - _globals['_OPERATEPRIVILEGEREQUEST']._serialized_end=19222 - _globals['_GETLOADINGPROGRESSREQUEST']._serialized_start=19225 - _globals['_GETLOADINGPROGRESSREQUEST']._serialized_end=19372 - _globals['_GETLOADINGPROGRESSRESPONSE']._serialized_start=19374 - _globals['_GETLOADINGPROGRESSRESPONSE']._serialized_end=19491 - _globals['_GETLOADSTATEREQUEST']._serialized_start=19494 - _globals['_GETLOADSTATEREQUEST']._serialized_end=19635 - _globals['_GETLOADSTATERESPONSE']._serialized_start=19637 - _globals['_GETLOADSTATERESPONSE']._serialized_end=19751 - _globals['_MILVUSEXT']._serialized_start=19753 - _globals['_MILVUSEXT']._serialized_end=19781 - _globals['_GETVERSIONREQUEST']._serialized_start=19783 - _globals['_GETVERSIONREQUEST']._serialized_end=19802 - _globals['_GETVERSIONRESPONSE']._serialized_start=19804 - _globals['_GETVERSIONRESPONSE']._serialized_end=19886 - _globals['_CHECKHEALTHREQUEST']._serialized_start=19888 - _globals['_CHECKHEALTHREQUEST']._serialized_end=19908 - _globals['_CHECKHEALTHRESPONSE']._serialized_start=19911 - _globals['_CHECKHEALTHRESPONSE']._serialized_end=20068 - _globals['_CREATERESOURCEGROUPREQUEST']._serialized_start=20070 - _globals['_CREATERESOURCEGROUPREQUEST']._serialized_end=20186 - _globals['_DROPRESOURCEGROUPREQUEST']._serialized_start=20188 - _globals['_DROPRESOURCEGROUPREQUEST']._serialized_end=20302 - _globals['_TRANSFERNODEREQUEST']._serialized_start=20305 - _globals['_TRANSFERNODEREQUEST']._serialized_end=20470 - _globals['_TRANSFERREPLICAREQUEST']._serialized_start=20473 - _globals['_TRANSFERREPLICAREQUEST']._serialized_end=20686 - _globals['_LISTRESOURCEGROUPSREQUEST']._serialized_start=20688 - _globals['_LISTRESOURCEGROUPSREQUEST']._serialized_end=20779 - _globals['_LISTRESOURCEGROUPSRESPONSE']._serialized_start=20781 - _globals['_LISTRESOURCEGROUPSRESPONSE']._serialized_end=20879 - _globals['_DESCRIBERESOURCEGROUPREQUEST']._serialized_start=20881 - _globals['_DESCRIBERESOURCEGROUPREQUEST']._serialized_end=20999 - _globals['_DESCRIBERESOURCEGROUPRESPONSE']._serialized_start=21002 - _globals['_DESCRIBERESOURCEGROUPRESPONSE']._serialized_end=21138 - _globals['_RESOURCEGROUP']._serialized_start=21141 - _globals['_RESOURCEGROUP']._serialized_end=21639 - _globals['_RESOURCEGROUP_NUMLOADEDREPLICAENTRY']._serialized_start=21472 - _globals['_RESOURCEGROUP_NUMLOADEDREPLICAENTRY']._serialized_end=21527 - _globals['_RESOURCEGROUP_NUMOUTGOINGNODEENTRY']._serialized_start=21529 - _globals['_RESOURCEGROUP_NUMOUTGOINGNODEENTRY']._serialized_end=21583 - _globals['_RESOURCEGROUP_NUMINCOMINGNODEENTRY']._serialized_start=21585 - _globals['_RESOURCEGROUP_NUMINCOMINGNODEENTRY']._serialized_end=21639 - _globals['_RENAMECOLLECTIONREQUEST']._serialized_start=21642 - _globals['_RENAMECOLLECTIONREQUEST']._serialized_end=21801 - _globals['_GETINDEXSTATISTICSREQUEST']._serialized_start=21804 - _globals['_GETINDEXSTATISTICSREQUEST']._serialized_end=21965 - _globals['_GETINDEXSTATISTICSRESPONSE']._serialized_start=21968 - _globals['_GETINDEXSTATISTICSRESPONSE']._serialized_end=22108 - _globals['_CONNECTREQUEST']._serialized_start=22110 - 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_globals['_REPLICATEMESSAGERESPONSE']._serialized_start=23206 - _globals['_REPLICATEMESSAGERESPONSE']._serialized_end=23295 - _globals['_MILVUSSERVICE']._serialized_start=23545 - _globals['_MILVUSSERVICE']._serialized_end=31988 - _globals['_PROXYSERVICE']._serialized_start=31990 - _globals['_PROXYSERVICE']._serialized_end=32107 + _globals['_CREATEPARTITIONREQUEST']._serialized_end=4059 + _globals['_DROPPARTITIONREQUEST']._serialized_start=4062 + _globals['_DROPPARTITIONREQUEST']._serialized_end=4203 + _globals['_HASPARTITIONREQUEST']._serialized_start=4206 + _globals['_HASPARTITIONREQUEST']._serialized_end=4346 + _globals['_LOADPARTITIONSREQUEST']._serialized_start=4349 + _globals['_LOADPARTITIONSREQUEST']._serialized_end=4558 + _globals['_RELEASEPARTITIONSREQUEST']._serialized_start=4561 + _globals['_RELEASEPARTITIONSREQUEST']._serialized_end=4707 + _globals['_GETPARTITIONSTATISTICSREQUEST']._serialized_start=4710 + _globals['_GETPARTITIONSTATISTICSREQUEST']._serialized_end=4851 + _globals['_GETPARTITIONSTATISTICSRESPONSE']._serialized_start=4853 + _globals['_GETPARTITIONSTATISTICSRESPONSE']._serialized_end=4980 + _globals['_SHOWPARTITIONSREQUEST']._serialized_start=4983 + _globals['_SHOWPARTITIONSREQUEST']._serialized_end=5197 + _globals['_SHOWPARTITIONSRESPONSE']._serialized_start=5200 + _globals['_SHOWPARTITIONSRESPONSE']._serialized_end=5410 + _globals['_DESCRIBESEGMENTREQUEST']._serialized_start=5412 + _globals['_DESCRIBESEGMENTREQUEST']._serialized_end=5521 + _globals['_DESCRIBESEGMENTRESPONSE']._serialized_start=5524 + _globals['_DESCRIBESEGMENTRESPONSE']._serialized_end=5667 + _globals['_SHOWSEGMENTSREQUEST']._serialized_start=5669 + _globals['_SHOWSEGMENTSREQUEST']._serialized_end=5777 + _globals['_SHOWSEGMENTSRESPONSE']._serialized_start=5779 + _globals['_SHOWSEGMENTSRESPONSE']._serialized_end=5866 + _globals['_CREATEINDEXREQUEST']._serialized_start=5869 + _globals['_CREATEINDEXREQUEST']._serialized_end=6081 + 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_globals['_VECTORIDS']._serialized_end=11228 + _globals['_VECTORSARRAY']._serialized_start=11231 + _globals['_VECTORSARRAY']._serialized_end=11362 + _globals['_CALCDISTANCEREQUEST']._serialized_start=11365 + _globals['_CALCDISTANCEREQUEST']._serialized_end=11586 + _globals['_CALCDISTANCERESULTS']._serialized_start=11589 + _globals['_CALCDISTANCERESULTS']._serialized_end=11770 + _globals['_FLUSHALLREQUEST']._serialized_start=11772 + _globals['_FLUSHALLREQUEST']._serialized_end=11870 + _globals['_FLUSHALLRESPONSE']._serialized_start=11872 + _globals['_FLUSHALLRESPONSE']._serialized_end=11957 + _globals['_PERSISTENTSEGMENTINFO']._serialized_start=11960 + _globals['_PERSISTENTSEGMENTINFO']._serialized_end=12113 + _globals['_GETPERSISTENTSEGMENTINFOREQUEST']._serialized_start=12115 + _globals['_GETPERSISTENTSEGMENTINFOREQUEST']._serialized_end=12232 + _globals['_GETPERSISTENTSEGMENTINFORESPONSE']._serialized_start=12235 + _globals['_GETPERSISTENTSEGMENTINFORESPONSE']._serialized_end=12373 + _globals['_QUERYSEGMENTINFO']._serialized_start=12376 + _globals['_QUERYSEGMENTINFO']._serialized_end=12616 + _globals['_GETQUERYSEGMENTINFOREQUEST']._serialized_start=12618 + _globals['_GETQUERYSEGMENTINFOREQUEST']._serialized_end=12730 + _globals['_GETQUERYSEGMENTINFORESPONSE']._serialized_start=12733 + _globals['_GETQUERYSEGMENTINFORESPONSE']._serialized_end=12861 + _globals['_DUMMYREQUEST']._serialized_start=12863 + _globals['_DUMMYREQUEST']._serialized_end=12899 + _globals['_DUMMYRESPONSE']._serialized_start=12901 + _globals['_DUMMYRESPONSE']._serialized_end=12934 + _globals['_REGISTERLINKREQUEST']._serialized_start=12936 + _globals['_REGISTERLINKREQUEST']._serialized_end=12957 + _globals['_REGISTERLINKRESPONSE']._serialized_start=12959 + _globals['_REGISTERLINKRESPONSE']._serialized_end=13073 + _globals['_GETMETRICSREQUEST']._serialized_start=13075 + _globals['_GETMETRICSREQUEST']._serialized_end=13155 + _globals['_GETMETRICSRESPONSE']._serialized_start=13157 + _globals['_GETMETRICSRESPONSE']._serialized_end=13264 + _globals['_COMPONENTINFO']._serialized_start=13267 + _globals['_COMPONENTINFO']._serialized_end=13419 + _globals['_COMPONENTSTATES']._serialized_start=13422 + _globals['_COMPONENTSTATES']._serialized_end=13600 + _globals['_GETCOMPONENTSTATESREQUEST']._serialized_start=13602 + _globals['_GETCOMPONENTSTATESREQUEST']._serialized_end=13629 + _globals['_LOADBALANCEREQUEST']._serialized_start=13632 + _globals['_LOADBALANCEREQUEST']._serialized_end=13814 + _globals['_MANUALCOMPACTIONREQUEST']._serialized_start=13816 + _globals['_MANUALCOMPACTIONREQUEST']._serialized_end=13892 + _globals['_MANUALCOMPACTIONRESPONSE']._serialized_start=13894 + _globals['_MANUALCOMPACTIONRESPONSE']._serialized_end=14016 + _globals['_GETCOMPACTIONSTATEREQUEST']._serialized_start=14018 + _globals['_GETCOMPACTIONSTATEREQUEST']._serialized_end=14067 + _globals['_GETCOMPACTIONSTATERESPONSE']._serialized_start=14070 + _globals['_GETCOMPACTIONSTATERESPONSE']._serialized_end=14291 + _globals['_GETCOMPACTIONPLANSREQUEST']._serialized_start=14293 + _globals['_GETCOMPACTIONPLANSREQUEST']._serialized_end=14342 + _globals['_GETCOMPACTIONPLANSRESPONSE']._serialized_start=14345 + _globals['_GETCOMPACTIONPLANSRESPONSE']._serialized_end=14533 + _globals['_COMPACTIONMERGEINFO']._serialized_start=14535 + _globals['_COMPACTIONMERGEINFO']._serialized_end=14589 + _globals['_GETFLUSHSTATEREQUEST']._serialized_start=14591 + _globals['_GETFLUSHSTATEREQUEST']._serialized_end=14702 + _globals['_GETFLUSHSTATERESPONSE']._serialized_start=14704 + _globals['_GETFLUSHSTATERESPONSE']._serialized_end=14789 + _globals['_GETFLUSHALLSTATEREQUEST']._serialized_start=14791 + _globals['_GETFLUSHALLSTATEREQUEST']._serialized_end=14899 + _globals['_GETFLUSHALLSTATERESPONSE']._serialized_start=14901 + _globals['_GETFLUSHALLSTATERESPONSE']._serialized_end=14989 + _globals['_IMPORTREQUEST']._serialized_start=14992 + _globals['_IMPORTREQUEST']._serialized_end=15216 + _globals['_IMPORTRESPONSE']._serialized_start=15218 + _globals['_IMPORTRESPONSE']._serialized_end=15294 + _globals['_GETIMPORTSTATEREQUEST']._serialized_start=15296 + _globals['_GETIMPORTSTATEREQUEST']._serialized_end=15333 + _globals['_GETIMPORTSTATERESPONSE']._serialized_start=15336 + _globals['_GETIMPORTSTATERESPONSE']._serialized_end=15615 + _globals['_LISTIMPORTTASKSREQUEST']._serialized_start=15617 + _globals['_LISTIMPORTTASKSREQUEST']._serialized_end=15698 + _globals['_LISTIMPORTTASKSRESPONSE']._serialized_start=15701 + _globals['_LISTIMPORTTASKSRESPONSE']._serialized_end=15831 + _globals['_GETREPLICASREQUEST']._serialized_start=15834 + _globals['_GETREPLICASREQUEST']._serialized_end=15988 + _globals['_GETREPLICASRESPONSE']._serialized_start=15990 + _globals['_GETREPLICASRESPONSE']._serialized_end=16108 + _globals['_REPLICAINFO']._serialized_start=16111 + _globals['_REPLICAINFO']._serialized_end=16432 + _globals['_REPLICAINFO_NUMOUTBOUNDNODEENTRY']._serialized_start=16378 + _globals['_REPLICAINFO_NUMOUTBOUNDNODEENTRY']._serialized_end=16432 + _globals['_SHARDREPLICA']._serialized_start=16434 + _globals['_SHARDREPLICA']._serialized_end=16530 + _globals['_CREATECREDENTIALREQUEST']._serialized_start=16533 + _globals['_CREATECREDENTIALREQUEST']._serialized_end=16723 + _globals['_UPDATECREDENTIALREQUEST']._serialized_start=16726 + _globals['_UPDATECREDENTIALREQUEST']._serialized_end=16931 + _globals['_DELETECREDENTIALREQUEST']._serialized_start=16933 + _globals['_DELETECREDENTIALREQUEST']._serialized_end=17040 + _globals['_LISTCREDUSERSRESPONSE']._serialized_start=17042 + _globals['_LISTCREDUSERSRESPONSE']._serialized_end=17129 + _globals['_LISTCREDUSERSREQUEST']._serialized_start=17131 + _globals['_LISTCREDUSERSREQUEST']._serialized_end=17217 + _globals['_ROLEENTITY']._serialized_start=17219 + _globals['_ROLEENTITY']._serialized_end=17245 + _globals['_USERENTITY']._serialized_start=17247 + _globals['_USERENTITY']._serialized_end=17273 + _globals['_CREATEROLEREQUEST']._serialized_start=17276 + _globals['_CREATEROLEREQUEST']._serialized_end=17408 + _globals['_DROPROLEREQUEST']._serialized_start=17410 + _globals['_DROPROLEREQUEST']._serialized_end=17510 + _globals['_OPERATEUSERROLEREQUEST']._serialized_start=17513 + _globals['_OPERATEUSERROLEREQUEST']._serialized_end=17694 + _globals['_SELECTROLEREQUEST']._serialized_start=17697 + _globals['_SELECTROLEREQUEST']._serialized_end=17854 + _globals['_ROLERESULT']._serialized_start=17856 + _globals['_ROLERESULT']._serialized_end=17963 + _globals['_SELECTROLERESPONSE']._serialized_start=17965 + _globals['_SELECTROLERESPONSE']._serialized_end=18080 + _globals['_SELECTUSERREQUEST']._serialized_start=18083 + _globals['_SELECTUSERREQUEST']._serialized_end=18231 + _globals['_USERRESULT']._serialized_start=18233 + _globals['_USERRESULT']._serialized_end=18340 + _globals['_SELECTUSERRESPONSE']._serialized_start=18342 + _globals['_SELECTUSERRESPONSE']._serialized_end=18457 + _globals['_OBJECTENTITY']._serialized_start=18459 + _globals['_OBJECTENTITY']._serialized_end=18487 + _globals['_PRIVILEGEENTITY']._serialized_start=18489 + _globals['_PRIVILEGEENTITY']._serialized_end=18520 + _globals['_GRANTORENTITY']._serialized_start=18522 + _globals['_GRANTORENTITY']._serialized_end=18641 + _globals['_GRANTPRIVILEGEENTITY']._serialized_start=18643 + _globals['_GRANTPRIVILEGEENTITY']._serialized_end=18719 + _globals['_GRANTENTITY']._serialized_start=18722 + _globals['_GRANTENTITY']._serialized_end=18924 + _globals['_SELECTGRANTREQUEST']._serialized_start=18927 + _globals['_SELECTGRANTREQUEST']._serialized_end=19061 + _globals['_SELECTGRANTRESPONSE']._serialized_start=19063 + _globals['_SELECTGRANTRESPONSE']._serialized_end=19181 + _globals['_OPERATEPRIVILEGEREQUEST']._serialized_start=19184 + _globals['_OPERATEPRIVILEGEREQUEST']._serialized_end=19380 + _globals['_GETLOADINGPROGRESSREQUEST']._serialized_start=19383 + _globals['_GETLOADINGPROGRESSREQUEST']._serialized_end=19530 + _globals['_GETLOADINGPROGRESSRESPONSE']._serialized_start=19532 + _globals['_GETLOADINGPROGRESSRESPONSE']._serialized_end=19649 + _globals['_GETLOADSTATEREQUEST']._serialized_start=19652 + _globals['_GETLOADSTATEREQUEST']._serialized_end=19793 + _globals['_GETLOADSTATERESPONSE']._serialized_start=19795 + _globals['_GETLOADSTATERESPONSE']._serialized_end=19909 + _globals['_MILVUSEXT']._serialized_start=19911 + _globals['_MILVUSEXT']._serialized_end=19939 + _globals['_GETVERSIONREQUEST']._serialized_start=19941 + _globals['_GETVERSIONREQUEST']._serialized_end=19960 + _globals['_GETVERSIONRESPONSE']._serialized_start=19962 + _globals['_GETVERSIONRESPONSE']._serialized_end=20044 + _globals['_CHECKHEALTHREQUEST']._serialized_start=20046 + _globals['_CHECKHEALTHREQUEST']._serialized_end=20066 + _globals['_CHECKHEALTHRESPONSE']._serialized_start=20069 + _globals['_CHECKHEALTHRESPONSE']._serialized_end=20226 + _globals['_CREATERESOURCEGROUPREQUEST']._serialized_start=20228 + _globals['_CREATERESOURCEGROUPREQUEST']._serialized_end=20344 + _globals['_DROPRESOURCEGROUPREQUEST']._serialized_start=20346 + _globals['_DROPRESOURCEGROUPREQUEST']._serialized_end=20460 + _globals['_TRANSFERNODEREQUEST']._serialized_start=20463 + _globals['_TRANSFERNODEREQUEST']._serialized_end=20628 + _globals['_TRANSFERREPLICAREQUEST']._serialized_start=20631 + _globals['_TRANSFERREPLICAREQUEST']._serialized_end=20844 + _globals['_LISTRESOURCEGROUPSREQUEST']._serialized_start=20846 + _globals['_LISTRESOURCEGROUPSREQUEST']._serialized_end=20937 + _globals['_LISTRESOURCEGROUPSRESPONSE']._serialized_start=20939 + _globals['_LISTRESOURCEGROUPSRESPONSE']._serialized_end=21037 + _globals['_DESCRIBERESOURCEGROUPREQUEST']._serialized_start=21039 + _globals['_DESCRIBERESOURCEGROUPREQUEST']._serialized_end=21157 + _globals['_DESCRIBERESOURCEGROUPRESPONSE']._serialized_start=21160 + _globals['_DESCRIBERESOURCEGROUPRESPONSE']._serialized_end=21296 + _globals['_RESOURCEGROUP']._serialized_start=21299 + _globals['_RESOURCEGROUP']._serialized_end=21797 + _globals['_RESOURCEGROUP_NUMLOADEDREPLICAENTRY']._serialized_start=21630 + _globals['_RESOURCEGROUP_NUMLOADEDREPLICAENTRY']._serialized_end=21685 + _globals['_RESOURCEGROUP_NUMOUTGOINGNODEENTRY']._serialized_start=21687 + _globals['_RESOURCEGROUP_NUMOUTGOINGNODEENTRY']._serialized_end=21741 + _globals['_RESOURCEGROUP_NUMINCOMINGNODEENTRY']._serialized_start=21743 + _globals['_RESOURCEGROUP_NUMINCOMINGNODEENTRY']._serialized_end=21797 + _globals['_RENAMECOLLECTIONREQUEST']._serialized_start=21800 + _globals['_RENAMECOLLECTIONREQUEST']._serialized_end=21959 + _globals['_GETINDEXSTATISTICSREQUEST']._serialized_start=21962 + _globals['_GETINDEXSTATISTICSREQUEST']._serialized_end=22123 + _globals['_GETINDEXSTATISTICSRESPONSE']._serialized_start=22126 + _globals['_GETINDEXSTATISTICSRESPONSE']._serialized_end=22266 + _globals['_CONNECTREQUEST']._serialized_start=22268 + _globals['_CONNECTREQUEST']._serialized_end=22382 + _globals['_CONNECTRESPONSE']._serialized_start=22385 + _globals['_CONNECTRESPONSE']._serialized_end=22521 + _globals['_ALLOCTIMESTAMPREQUEST']._serialized_start=22523 + _globals['_ALLOCTIMESTAMPREQUEST']._serialized_end=22590 + _globals['_ALLOCTIMESTAMPRESPONSE']._serialized_start=22592 + _globals['_ALLOCTIMESTAMPRESPONSE']._serialized_end=22680 + _globals['_CREATEDATABASEREQUEST']._serialized_start=22682 + _globals['_CREATEDATABASEREQUEST']._serialized_end=22786 + _globals['_DROPDATABASEREQUEST']._serialized_start=22788 + _globals['_DROPDATABASEREQUEST']._serialized_end=22890 + _globals['_LISTDATABASESREQUEST']._serialized_start=22892 + _globals['_LISTDATABASESREQUEST']._serialized_end=22978 + _globals['_LISTDATABASESRESPONSE']._serialized_start=22981 + _globals['_LISTDATABASESRESPONSE']._serialized_end=23114 + _globals['_REPLICATEMESSAGEREQUEST']._serialized_start=23117 + _globals['_REPLICATEMESSAGEREQUEST']._serialized_end=23362 + _globals['_REPLICATEMESSAGERESPONSE']._serialized_start=23364 + _globals['_REPLICATEMESSAGERESPONSE']._serialized_end=23453 + _globals['_MILVUSSERVICE']._serialized_start=23703 + _globals['_MILVUSSERVICE']._serialized_end=32154 + _globals['_PROXYSERVICE']._serialized_start=32156 + _globals['_PROXYSERVICE']._serialized_end=32273 # @@protoc_insertion_point(module_scope) diff --git a/pymilvus/grpc_gen/milvus_pb2.pyi b/pymilvus/grpc_gen/milvus_pb2.pyi index de709fda6..a63fb8a88 100644 --- a/pymilvus/grpc_gen/milvus_pb2.pyi +++ b/pymilvus/grpc_gen/milvus_pb2.pyi @@ -700,20 +700,22 @@ class MutationResult(_message.Message): def __init__(self, status: _Optional[_Union[_common_pb2.Status, _Mapping]] = ..., IDs: _Optional[_Union[_schema_pb2.IDs, _Mapping]] = ..., succ_index: _Optional[_Iterable[int]] = ..., err_index: _Optional[_Iterable[int]] = ..., acknowledged: bool = ..., insert_cnt: _Optional[int] = ..., delete_cnt: _Optional[int] = ..., upsert_cnt: _Optional[int] = ..., timestamp: _Optional[int] = ...) -> None: ... class DeleteRequest(_message.Message): - __slots__ = ["base", "db_name", "collection_name", "partition_name", "expr", "hash_keys"] + __slots__ = ["base", "db_name", "collection_name", "partition_name", "expr", "hash_keys", "consistency_level"] BASE_FIELD_NUMBER: _ClassVar[int] DB_NAME_FIELD_NUMBER: _ClassVar[int] COLLECTION_NAME_FIELD_NUMBER: _ClassVar[int] PARTITION_NAME_FIELD_NUMBER: _ClassVar[int] EXPR_FIELD_NUMBER: _ClassVar[int] HASH_KEYS_FIELD_NUMBER: _ClassVar[int] + CONSISTENCY_LEVEL_FIELD_NUMBER: _ClassVar[int] base: _common_pb2.MsgBase db_name: str collection_name: str partition_name: str expr: str hash_keys: _containers.RepeatedScalarFieldContainer[int] - def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., db_name: _Optional[str] = ..., collection_name: _Optional[str] = ..., partition_name: _Optional[str] = ..., expr: _Optional[str] = ..., hash_keys: _Optional[_Iterable[int]] = ...) -> None: ... + consistency_level: _common_pb2.ConsistencyLevel + def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., db_name: _Optional[str] = ..., collection_name: _Optional[str] = ..., partition_name: _Optional[str] = ..., expr: _Optional[str] = ..., hash_keys: _Optional[_Iterable[int]] = ..., consistency_level: _Optional[_Union[_common_pb2.ConsistencyLevel, str]] = ...) -> None: ... class SearchRequest(_message.Message): __slots__ = ["base", "db_name", "collection_name", "partition_names", "dsl", "placeholder_group", "dsl_type", "output_fields", "search_params", "travel_timestamp", "guarantee_timestamp", "nq", "not_return_all_meta", "consistency_level", "use_default_consistency", "search_by_primary_keys"] @@ -771,7 +773,7 @@ class SearchResults(_message.Message): collection_name: str def __init__(self, status: _Optional[_Union[_common_pb2.Status, _Mapping]] = ..., results: _Optional[_Union[_schema_pb2.SearchResultData, _Mapping]] = ..., collection_name: _Optional[str] = ...) -> None: ... -class SearchRequestV2(_message.Message): +class HybridSearchRequest(_message.Message): __slots__ = ["base", "db_name", "collection_name", "partition_names", "requests", "rank_params", "travel_timestamp", "guarantee_timestamp", "not_return_all_meta", "output_fields", "consistency_level", "use_default_consistency"] BASE_FIELD_NUMBER: _ClassVar[int] DB_NAME_FIELD_NUMBER: _ClassVar[int] @@ -1212,7 +1214,7 @@ class GetFlushAllStateResponse(_message.Message): def __init__(self, status: _Optional[_Union[_common_pb2.Status, _Mapping]] = ..., flushed: bool = ...) -> None: ... class ImportRequest(_message.Message): - __slots__ = ["collection_name", "partition_name", "channel_names", "row_based", "files", "options", "db_name"] + __slots__ = ["collection_name", "partition_name", "channel_names", "row_based", "files", "options", "db_name", "clustering_info"] COLLECTION_NAME_FIELD_NUMBER: _ClassVar[int] PARTITION_NAME_FIELD_NUMBER: _ClassVar[int] CHANNEL_NAMES_FIELD_NUMBER: _ClassVar[int] @@ -1220,6 +1222,7 @@ class ImportRequest(_message.Message): FILES_FIELD_NUMBER: _ClassVar[int] OPTIONS_FIELD_NUMBER: _ClassVar[int] DB_NAME_FIELD_NUMBER: _ClassVar[int] + CLUSTERING_INFO_FIELD_NUMBER: _ClassVar[int] collection_name: str partition_name: str channel_names: _containers.RepeatedScalarFieldContainer[str] @@ -1227,7 +1230,8 @@ class ImportRequest(_message.Message): files: _containers.RepeatedScalarFieldContainer[str] options: _containers.RepeatedCompositeFieldContainer[_common_pb2.KeyValuePair] db_name: str - def __init__(self, collection_name: _Optional[str] = ..., partition_name: _Optional[str] = ..., channel_names: _Optional[_Iterable[str]] = ..., row_based: bool = ..., files: _Optional[_Iterable[str]] = ..., options: _Optional[_Iterable[_Union[_common_pb2.KeyValuePair, _Mapping]]] = ..., db_name: _Optional[str] = ...) -> None: ... + clustering_info: bytes + def __init__(self, collection_name: _Optional[str] = ..., partition_name: _Optional[str] = ..., channel_names: _Optional[_Iterable[str]] = ..., row_based: bool = ..., files: _Optional[_Iterable[str]] = ..., options: _Optional[_Iterable[_Union[_common_pb2.KeyValuePair, _Mapping]]] = ..., db_name: _Optional[str] = ..., clustering_info: _Optional[bytes] = ...) -> None: ... class ImportResponse(_message.Message): __slots__ = ["status", "tasks"] diff --git a/pymilvus/grpc_gen/milvus_pb2_grpc.py b/pymilvus/grpc_gen/milvus_pb2_grpc.py index bf0d1c502..02f0e266d 100644 --- a/pymilvus/grpc_gen/milvus_pb2_grpc.py +++ b/pymilvus/grpc_gen/milvus_pb2_grpc.py @@ -186,9 +186,9 @@ def __init__(self, channel): request_serializer=milvus__pb2.SearchRequest.SerializeToString, response_deserializer=milvus__pb2.SearchResults.FromString, ) - self.SearchV2 = channel.unary_unary( - '/milvus.proto.milvus.MilvusService/SearchV2', - request_serializer=milvus__pb2.SearchRequestV2.SerializeToString, + self.HybridSearch = channel.unary_unary( + '/milvus.proto.milvus.MilvusService/HybridSearch', + request_serializer=milvus__pb2.HybridSearchRequest.SerializeToString, response_deserializer=milvus__pb2.SearchResults.FromString, ) self.Flush = channel.unary_unary( @@ -642,7 +642,7 @@ def Search(self, request, context): context.set_details('Method not implemented!') raise NotImplementedError('Method not implemented!') - def SearchV2(self, request, context): + def HybridSearch(self, request, context): """Missing associated documentation comment in .proto file.""" context.set_code(grpc.StatusCode.UNIMPLEMENTED) context.set_details('Method not implemented!') @@ -1114,9 +1114,9 @@ def add_MilvusServiceServicer_to_server(servicer, server): request_deserializer=milvus__pb2.SearchRequest.FromString, response_serializer=milvus__pb2.SearchResults.SerializeToString, ), - 'SearchV2': grpc.unary_unary_rpc_method_handler( - servicer.SearchV2, - request_deserializer=milvus__pb2.SearchRequestV2.FromString, + 'HybridSearch': grpc.unary_unary_rpc_method_handler( + servicer.HybridSearch, + request_deserializer=milvus__pb2.HybridSearchRequest.FromString, response_serializer=milvus__pb2.SearchResults.SerializeToString, ), 'Flush': grpc.unary_unary_rpc_method_handler( @@ -1948,7 +1948,7 @@ def Search(request, insecure, call_credentials, compression, wait_for_ready, timeout, metadata) @staticmethod - def SearchV2(request, + def HybridSearch(request, target, options=(), channel_credentials=None, @@ -1958,8 +1958,8 @@ def SearchV2(request, wait_for_ready=None, timeout=None, metadata=None): - return grpc.experimental.unary_unary(request, target, '/milvus.proto.milvus.MilvusService/SearchV2', - milvus__pb2.SearchRequestV2.SerializeToString, + return grpc.experimental.unary_unary(request, target, '/milvus.proto.milvus.MilvusService/HybridSearch', + milvus__pb2.HybridSearchRequest.SerializeToString, milvus__pb2.SearchResults.FromString, options, channel_credentials, insecure, call_credentials, compression, wait_for_ready, timeout, metadata) diff --git a/pymilvus/grpc_gen/schema_pb2.py b/pymilvus/grpc_gen/schema_pb2.py index 89294ed5f..f84341938 100644 --- a/pymilvus/grpc_gen/schema_pb2.py +++ b/pymilvus/grpc_gen/schema_pb2.py @@ -15,7 +15,7 @@ from google.protobuf import descriptor_pb2 as google_dot_protobuf_dot_descriptor__pb2 -DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x0cschema.proto\x12\x13milvus.proto.schema\x1a\x0c\x63ommon.proto\x1a google/protobuf/descriptor.proto\"\xd7\x03\n\x0b\x46ieldSchema\x12\x0f\n\x07\x66ieldID\x18\x01 \x01(\x03\x12\x0c\n\x04name\x18\x02 \x01(\t\x12\x16\n\x0eis_primary_key\x18\x03 \x01(\x08\x12\x13\n\x0b\x64\x65scription\x18\x04 \x01(\t\x12\x30\n\tdata_type\x18\x05 \x01(\x0e\x32\x1d.milvus.proto.schema.DataType\x12\x36\n\x0btype_params\x18\x06 \x03(\x0b\x32!.milvus.proto.common.KeyValuePair\x12\x37\n\x0cindex_params\x18\x07 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\x03(\x0b\x32).milvus.proto.schema.VectorClusteringInfo\x12J\n\x17scalar_clustering_infos\x18\x02 \x03(\x0b\x32).milvus.proto.schema.ScalarClusteringInfo*\xd8\x01\n\x08\x44\x61taType\x12\x08\n\x04None\x10\x00\x12\x08\n\x04\x42ool\x10\x01\x12\x08\n\x04Int8\x10\x02\x12\t\n\x05Int16\x10\x03\x12\t\n\x05Int32\x10\x04\x12\t\n\x05Int64\x10\x05\x12\t\n\x05\x46loat\x10\n\x12\n\n\x06\x44ouble\x10\x0b\x12\n\n\x06String\x10\x14\x12\x0b\n\x07VarChar\x10\x15\x12\t\n\x05\x41rray\x10\x16\x12\x08\n\x04JSON\x10\x17\x12\x10\n\x0c\x42inaryVector\x10\x64\x12\x0f\n\x0b\x46loatVector\x10\x65\x12\x11\n\rFloat16Vector\x10\x66\x12\x12\n\x0e\x42\x46loat16Vector\x10g*V\n\nFieldState\x12\x10\n\x0c\x46ieldCreated\x10\x00\x12\x11\n\rFieldCreating\x10\x01\x12\x11\n\rFieldDropping\x10\x02\x12\x10\n\x0c\x46ieldDropped\x10\x03\x42m\n\x0eio.milvus.grpcB\x0bSchemaProtoP\x01Z4github.com/milvus-io/milvus-proto/go-api/v2/schemapb\xa0\x01\x01\xaa\x02\x12Milvus.Client.Grpcb\x06proto3') _globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) @@ -26,10 +26,10 @@ DESCRIPTOR._serialized_options = b'\n\016io.milvus.grpcB\013SchemaProtoP\001Z4github.com/milvus-io/milvus-proto/go-api/v2/schemapb\240\001\001\252\002\022Milvus.Client.Grpc' _COLLECTIONSCHEMA.fields_by_name['autoID']._options = None _COLLECTIONSCHEMA.fields_by_name['autoID']._serialized_options = b'\030\001' - _globals['_DATATYPE']._serialized_start=2530 - _globals['_DATATYPE']._serialized_end=2746 - _globals['_FIELDSTATE']._serialized_start=2748 - _globals['_FIELDSTATE']._serialized_end=2834 + _globals['_DATATYPE']._serialized_start=2831 + _globals['_DATATYPE']._serialized_end=3047 + _globals['_FIELDSTATE']._serialized_start=3049 + _globals['_FIELDSTATE']._serialized_end=3135 _globals['_FIELDSCHEMA']._serialized_start=86 _globals['_FIELDSCHEMA']._serialized_end=557 _globals['_COLLECTIONSCHEMA']._serialized_start=560 @@ -64,4 +64,10 @@ _globals['_IDS']._serialized_end=2262 _globals['_SEARCHRESULTDATA']._serialized_start=2265 _globals['_SEARCHRESULTDATA']._serialized_end=2527 + _globals['_VECTORCLUSTERINGINFO']._serialized_start=2529 + _globals['_VECTORCLUSTERINGINFO']._serialized_end=2618 + _globals['_SCALARCLUSTERINGINFO']._serialized_start=2620 + _globals['_SCALARCLUSTERINGINFO']._serialized_end=2657 + _globals['_CLUSTERINGINFO']._serialized_start=2660 + _globals['_CLUSTERINGINFO']._serialized_end=2828 # @@protoc_insertion_point(module_scope) diff --git a/pymilvus/grpc_gen/schema_pb2.pyi b/pymilvus/grpc_gen/schema_pb2.pyi index 8c601a3bc..884609e02 100644 --- a/pymilvus/grpc_gen/schema_pb2.pyi +++ b/pymilvus/grpc_gen/schema_pb2.pyi @@ -251,3 +251,25 @@ class SearchResultData(_message.Message): output_fields: _containers.RepeatedScalarFieldContainer[str] group_by_field_value: FieldData def __init__(self, num_queries: _Optional[int] = ..., top_k: _Optional[int] = ..., fields_data: _Optional[_Iterable[_Union[FieldData, _Mapping]]] = ..., scores: _Optional[_Iterable[float]] = ..., ids: _Optional[_Union[IDs, _Mapping]] = ..., topks: _Optional[_Iterable[int]] = ..., output_fields: _Optional[_Iterable[str]] = ..., group_by_field_value: _Optional[_Union[FieldData, _Mapping]] = ...) -> None: ... + +class VectorClusteringInfo(_message.Message): + __slots__ = ["field", "centroid"] + FIELD_FIELD_NUMBER: _ClassVar[int] + CENTROID_FIELD_NUMBER: _ClassVar[int] + field: str + centroid: VectorField + def __init__(self, field: _Optional[str] = ..., centroid: _Optional[_Union[VectorField, _Mapping]] = ...) -> None: ... + +class ScalarClusteringInfo(_message.Message): + __slots__ = ["field"] + FIELD_FIELD_NUMBER: _ClassVar[int] + field: str + def __init__(self, field: _Optional[str] = ...) -> None: ... + +class ClusteringInfo(_message.Message): + __slots__ = ["vector_clustering_infos", "scalar_clustering_infos"] + VECTOR_CLUSTERING_INFOS_FIELD_NUMBER: _ClassVar[int] + SCALAR_CLUSTERING_INFOS_FIELD_NUMBER: _ClassVar[int] + vector_clustering_infos: _containers.RepeatedCompositeFieldContainer[VectorClusteringInfo] + scalar_clustering_infos: _containers.RepeatedCompositeFieldContainer[ScalarClusteringInfo] + def __init__(self, vector_clustering_infos: _Optional[_Iterable[_Union[VectorClusteringInfo, _Mapping]]] = ..., scalar_clustering_infos: _Optional[_Iterable[_Union[ScalarClusteringInfo, _Mapping]]] = ...) -> None: ... diff --git a/pymilvus/orm/collection.py b/pymilvus/orm/collection.py index c2bde1ae0..de8bc3e2f 100644 --- a/pymilvus/orm/collection.py +++ b/pymilvus/orm/collection.py @@ -796,7 +796,7 @@ def search( return SearchFuture(resp) if kwargs.get("_async", False) else resp - def searchV2( + def hybrid_search( self, reqs: List, rerank: BaseRanker, @@ -909,7 +909,7 @@ def searchV2( ... "expr": "film_id > 0", ... } >>> req2 = AnnSearchRequest(**search_param2) - >>> res = collection.searchV2([req1, req2], WeightedRanker(0.9, 0.1), 2) + >>> res = collection.hybrid_search([req1, req2], WeightedRanker(0.9, 0.1), 2) >>> assert len(res) == 1 >>> hits = res[0] >>> assert len(hits) == 2 @@ -923,7 +923,7 @@ def searchV2( return SearchFuture(None) if kwargs.get("_async", False) else resp conn = self._get_connection() - resp = conn.searchV2( + resp = conn.hybrid_search( self._name, reqs, rerank, diff --git a/pymilvus/orm/partition.py b/pymilvus/orm/partition.py index 10b84f5ee..a54a3b466 100644 --- a/pymilvus/orm/partition.py +++ b/pymilvus/orm/partition.py @@ -504,7 +504,7 @@ def search( **kwargs, ) - def searchV2( + def hybrid_search( self, reqs: List, rerank: BaseRanker, @@ -619,7 +619,7 @@ def searchV2( ... "expr": "film_id > 0", ... } >>> req2 = AnnSearchRequest(**search_param2) - >>> res = partition.searchV2([req1, req2], WeightedRanker(0.9, 0.1), 2) + >>> res = partition.hybrid_search([req1, req2], WeightedRanker(0.9, 0.1), 2) >>> assert len(res) == 1 >>> hits = res[0] >>> assert len(hits) == 2 @@ -629,7 +629,7 @@ def searchV2( - Top1 hit id: 8, score: 0.10143111646175385 """ - return self._collection.searchV2( + return self._collection.hybrid_search( reqs=reqs, rerank=rerank, limit=limit,