diff --git a/pymilvus/client/grpc_handler.py b/pymilvus/client/grpc_handler.py index 5072a5799..6ab0857c7 100644 --- a/pymilvus/client/grpc_handler.py +++ b/pymilvus/client/grpc_handler.py @@ -23,7 +23,14 @@ from pymilvus.settings import Config from . import entity_helper, interceptor, ts_utils, utils -from .abstract import AnnSearchRequest, BaseRanker, CollectionSchema, MutationResult, SearchResult +from .abstract import ( + AnnSearchRequest, + BaseRanker, + CollectionSchema, + FieldSchema, + MutationResult, + SearchResult, +) from .asynch import ( CreateIndexFuture, FlushFuture, @@ -324,6 +331,20 @@ def drop_collection(self, collection_name: str, timeout: Optional[float] = None) status = rf.result() check_status(status) + @retry_on_rpc_failure() + def add_collection_field( + self, + collection_name: str, + field_schema: FieldSchema, + timeout: Optional[float] = None, + **kwargs, + ): + check_pass_param(collection_name=collection_name, timeout=timeout) + request = Prepare.add_collection_field_request(collection_name, field_schema) + rf = self._stub.AddCollectionField.future(request, timeout=timeout) + status = rf.result() + check_status(status) + @retry_on_rpc_failure() def alter_collection_properties( self, collection_name: str, properties: List, timeout: Optional[float] = None, **kwargs diff --git a/pymilvus/client/prepare.py b/pymilvus/client/prepare.py index 43d4dc9fd..ef4c8567f 100644 --- a/pymilvus/client/prepare.py +++ b/pymilvus/client/prepare.py @@ -9,7 +9,7 @@ from pymilvus.grpc_gen import common_pb2 as common_types from pymilvus.grpc_gen import milvus_pb2 as milvus_types from pymilvus.grpc_gen import schema_pb2 as schema_types -from pymilvus.orm.schema import CollectionSchema +from pymilvus.orm.schema import CollectionSchema, FieldSchema from pymilvus.orm.types import infer_dtype_by_scalar_data from . import __version__, blob, check, entity_helper, ts_utils, utils @@ -272,6 +272,18 @@ def get_schema( def drop_collection_request(cls, collection_name: str) -> milvus_types.DropCollectionRequest: return milvus_types.DropCollectionRequest(collection_name=collection_name) + @classmethod + def add_collection_field_request( + cls, + collection_name: str, + field_schema: FieldSchema, + ) -> milvus_types.AddCollectionFieldRequest: + (field_schema_proto, _, _) = cls.get_field_schema(field=field_schema.to_dict()) + return milvus_types.AddCollectionFieldRequest( + collection_name=collection_name, + schema=bytes(field_schema_proto.SerializeToString()), + ) + @classmethod def describe_collection_request( cls, diff --git a/pymilvus/grpc_gen/milvus-proto b/pymilvus/grpc_gen/milvus-proto index 6e98baa34..dcf7688ad 160000 --- a/pymilvus/grpc_gen/milvus-proto +++ b/pymilvus/grpc_gen/milvus-proto @@ -1 +1 @@ -Subproject commit 6e98baa34971f28f55a66fe53d2419d316879bff +Subproject commit dcf7688ad54af8ad2271c0eaa870e26758353323 diff --git a/pymilvus/grpc_gen/milvus_pb2.py b/pymilvus/grpc_gen/milvus_pb2.py index e46a9b5f5..163e96e18 100644 --- a/pymilvus/grpc_gen/milvus_pb2.py +++ b/pymilvus/grpc_gen/milvus_pb2.py @@ -30,7 +30,7 @@ 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\x08rg.proto\x1a\x0cschema.proto\x1a\x0b\x66\x65\x64\x65r.proto\x1a\tmsg.proto\x1a google/protobuf/descriptor.proto\"\x8d\x01\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 \x01(\t\x12\x17\n\x0f\x63ollection_name\x18\x03 \x01(\t\x12\r\n\x05\x61lias\x18\x04 \x01(\t:\x12\xca>\x0f\x08\x01\x10,\x18\xff\xff\xff\xff\xff\xff\xff\xff\xff\x01\"r\n\x10\x44ropAliasRequest\x12*\n\x04\x62\x61se\x18\x01 \x01(\x0b\x32\x1c.milvus.proto.common.MsgBase\x12\x0f\n\x07\x64\x62_name\x18\x02 \x01(\t\x12\r\n\x05\x61lias\x18\x03 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\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) @@ -232,18 +232,18 @@ _globals['_MILVUSSERVICE'].methods_by_name['GetIndexState']._serialized_options = b'\210\002\001' _globals['_MILVUSSERVICE'].methods_by_name['GetIndexBuildProgress']._loaded_options = None _globals['_MILVUSSERVICE'].methods_by_name['GetIndexBuildProgress']._serialized_options = b'\210\002\001' - _globals['_SHOWTYPE']._serialized_start=29244 - _globals['_SHOWTYPE']._serialized_end=29281 - _globals['_OPERATEPRIVILEGEGROUPTYPE']._serialized_start=29283 - _globals['_OPERATEPRIVILEGEGROUPTYPE']._serialized_end=29367 - _globals['_OPERATEUSERROLETYPE']._serialized_start=29369 - _globals['_OPERATEUSERROLETYPE']._serialized_end=29433 - _globals['_PRIVILEGELEVEL']._serialized_start=29435 - _globals['_PRIVILEGELEVEL']._serialized_end=29494 - _globals['_OPERATEPRIVILEGETYPE']._serialized_start=29496 - _globals['_OPERATEPRIVILEGETYPE']._serialized_end=29541 - _globals['_QUOTASTATE']._serialized_start=29543 - _globals['_QUOTASTATE']._serialized_end=29651 + _globals['_SHOWTYPE']._serialized_start=29364 + _globals['_SHOWTYPE']._serialized_end=29401 + _globals['_OPERATEPRIVILEGEGROUPTYPE']._serialized_start=29403 + _globals['_OPERATEPRIVILEGEGROUPTYPE']._serialized_end=29487 + _globals['_OPERATEUSERROLETYPE']._serialized_start=29489 + _globals['_OPERATEUSERROLETYPE']._serialized_end=29553 + _globals['_PRIVILEGELEVEL']._serialized_start=29555 + _globals['_PRIVILEGELEVEL']._serialized_end=29614 + _globals['_OPERATEPRIVILEGETYPE']._serialized_start=29616 + _globals['_OPERATEPRIVILEGETYPE']._serialized_end=29661 + _globals['_QUOTASTATE']._serialized_start=29663 + _globals['_QUOTASTATE']._serialized_end=29771 _globals['_CREATEALIASREQUEST']._serialized_start=134 _globals['_CREATEALIASREQUEST']._serialized_end=275 _globals['_DROPALIASREQUEST']._serialized_start=277 @@ -355,291 +355,291 @@ _globals['_SUBSEARCHREQUEST_EXPRTEMPLATEVALUESENTRY']._serialized_start=9365 _globals['_SUBSEARCHREQUEST_EXPRTEMPLATEVALUESENTRY']._serialized_end=9458 _globals['_SEARCHREQUEST']._serialized_start=9837 - _globals['_SEARCHREQUEST']._serialized_end=10610 + _globals['_SEARCHREQUEST']._serialized_end=10670 _globals['_SEARCHREQUEST_EXPRTEMPLATEVALUESENTRY']._serialized_start=9365 _globals['_SEARCHREQUEST_EXPRTEMPLATEVALUESENTRY']._serialized_end=9458 - _globals['_HITS']._serialized_start=10612 - _globals['_HITS']._serialized_end=10665 - _globals['_SEARCHRESULTS']._serialized_start=10668 - _globals['_SEARCHRESULTS']._serialized_end=10829 - _globals['_HYBRIDSEARCHREQUEST']._serialized_start=10832 - _globals['_HYBRIDSEARCHREQUEST']._serialized_end=11289 - _globals['_FLUSHREQUEST']._serialized_start=11291 - _globals['_FLUSHREQUEST']._serialized_end=11401 - _globals['_FLUSHRESPONSE']._serialized_start=11404 - _globals['_FLUSHRESPONSE']._serialized_end=12226 - _globals['_FLUSHRESPONSE_COLLSEGIDSENTRY']._serialized_start=11869 - _globals['_FLUSHRESPONSE_COLLSEGIDSENTRY']._serialized_end=11950 - _globals['_FLUSHRESPONSE_FLUSHCOLLSEGIDSENTRY']._serialized_start=11952 - _globals['_FLUSHRESPONSE_FLUSHCOLLSEGIDSENTRY']._serialized_end=12038 - _globals['_FLUSHRESPONSE_COLLSEALTIMESENTRY']._serialized_start=12040 - _globals['_FLUSHRESPONSE_COLLSEALTIMESENTRY']._serialized_end=12092 - _globals['_FLUSHRESPONSE_COLLFLUSHTSENTRY']._serialized_start=12094 - _globals['_FLUSHRESPONSE_COLLFLUSHTSENTRY']._serialized_end=12144 - _globals['_FLUSHRESPONSE_CHANNELCPSENTRY']._serialized_start=12146 - _globals['_FLUSHRESPONSE_CHANNELCPSENTRY']._serialized_end=12226 - _globals['_QUERYREQUEST']._serialized_start=12229 - _globals['_QUERYREQUEST']._serialized_end=12824 + _globals['_HITS']._serialized_start=10672 + _globals['_HITS']._serialized_end=10725 + 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+ _globals['_LISTIMPORTTASKSRESPONSE']._serialized_start=18105 + _globals['_LISTIMPORTTASKSRESPONSE']._serialized_end=18235 + _globals['_GETREPLICASREQUEST']._serialized_start=18238 + _globals['_GETREPLICASREQUEST']._serialized_end=18392 + _globals['_GETREPLICASRESPONSE']._serialized_start=18394 + _globals['_GETREPLICASRESPONSE']._serialized_end=18512 + _globals['_REPLICAINFO']._serialized_start=18515 + _globals['_REPLICAINFO']._serialized_end=18836 + _globals['_REPLICAINFO_NUMOUTBOUNDNODEENTRY']._serialized_start=18782 + _globals['_REPLICAINFO_NUMOUTBOUNDNODEENTRY']._serialized_end=18836 + _globals['_SHARDREPLICA']._serialized_start=18838 + _globals['_SHARDREPLICA']._serialized_end=18934 + _globals['_CREATECREDENTIALREQUEST']._serialized_start=18937 + _globals['_CREATECREDENTIALREQUEST']._serialized_end=19127 + _globals['_UPDATECREDENTIALREQUEST']._serialized_start=19130 + _globals['_UPDATECREDENTIALREQUEST']._serialized_end=19335 + _globals['_DELETECREDENTIALREQUEST']._serialized_start=19337 + _globals['_DELETECREDENTIALREQUEST']._serialized_end=19444 + _globals['_LISTCREDUSERSRESPONSE']._serialized_start=19446 + _globals['_LISTCREDUSERSRESPONSE']._serialized_end=19533 + _globals['_LISTCREDUSERSREQUEST']._serialized_start=19535 + _globals['_LISTCREDUSERSREQUEST']._serialized_end=19621 + _globals['_ROLEENTITY']._serialized_start=19623 + _globals['_ROLEENTITY']._serialized_end=19649 + _globals['_USERENTITY']._serialized_start=19651 + _globals['_USERENTITY']._serialized_end=19677 + _globals['_CREATEROLEREQUEST']._serialized_start=19680 + _globals['_CREATEROLEREQUEST']._serialized_end=19812 + _globals['_DROPROLEREQUEST']._serialized_start=19814 + _globals['_DROPROLEREQUEST']._serialized_end=19934 + _globals['_CREATEPRIVILEGEGROUPREQUEST']._serialized_start=19936 + _globals['_CREATEPRIVILEGEGROUPREQUEST']._serialized_end=20049 + _globals['_DROPPRIVILEGEGROUPREQUEST']._serialized_start=20051 + _globals['_DROPPRIVILEGEGROUPREQUEST']._serialized_end=20162 + _globals['_LISTPRIVILEGEGROUPSREQUEST']._serialized_start=20164 + _globals['_LISTPRIVILEGEGROUPSREQUEST']._serialized_end=20256 + _globals['_LISTPRIVILEGEGROUPSRESPONSE']._serialized_start=20259 + _globals['_LISTPRIVILEGEGROUPSRESPONSE']._serialized_end=20400 + _globals['_OPERATEPRIVILEGEGROUPREQUEST']._serialized_start=20403 + _globals['_OPERATEPRIVILEGEGROUPREQUEST']._serialized_end=20637 + _globals['_OPERATEUSERROLEREQUEST']._serialized_start=20640 + _globals['_OPERATEUSERROLEREQUEST']._serialized_end=20821 + _globals['_PRIVILEGEGROUPINFO']._serialized_start=20823 + _globals['_PRIVILEGEGROUPINFO']._serialized_end=20921 + _globals['_SELECTROLEREQUEST']._serialized_start=20924 + _globals['_SELECTROLEREQUEST']._serialized_end=21081 + _globals['_ROLERESULT']._serialized_start=21083 + _globals['_ROLERESULT']._serialized_end=21190 + _globals['_SELECTROLERESPONSE']._serialized_start=21192 + _globals['_SELECTROLERESPONSE']._serialized_end=21307 + _globals['_SELECTUSERREQUEST']._serialized_start=21310 + _globals['_SELECTUSERREQUEST']._serialized_end=21458 + _globals['_USERRESULT']._serialized_start=21460 + _globals['_USERRESULT']._serialized_end=21567 + _globals['_SELECTUSERRESPONSE']._serialized_start=21569 + _globals['_SELECTUSERRESPONSE']._serialized_end=21684 + _globals['_OBJECTENTITY']._serialized_start=21686 + _globals['_OBJECTENTITY']._serialized_end=21714 + _globals['_PRIVILEGEENTITY']._serialized_start=21716 + _globals['_PRIVILEGEENTITY']._serialized_end=21747 + _globals['_GRANTORENTITY']._serialized_start=21749 + _globals['_GRANTORENTITY']._serialized_end=21868 + _globals['_GRANTPRIVILEGEENTITY']._serialized_start=21870 + _globals['_GRANTPRIVILEGEENTITY']._serialized_end=21946 + _globals['_GRANTENTITY']._serialized_start=21949 + _globals['_GRANTENTITY']._serialized_end=22151 + _globals['_SELECTGRANTREQUEST']._serialized_start=22154 + _globals['_SELECTGRANTREQUEST']._serialized_end=22288 + _globals['_SELECTGRANTRESPONSE']._serialized_start=22290 + _globals['_SELECTGRANTRESPONSE']._serialized_end=22408 + _globals['_OPERATEPRIVILEGEREQUEST']._serialized_start=22411 + _globals['_OPERATEPRIVILEGEREQUEST']._serialized_end=22624 + _globals['_OPERATEPRIVILEGEV2REQUEST']._serialized_start=22627 + _globals['_OPERATEPRIVILEGEV2REQUEST']._serialized_end=22917 + _globals['_USERINFO']._serialized_start=22919 + _globals['_USERINFO']._serialized_end=23009 + _globals['_RBACMETA']._serialized_start=23012 + _globals['_RBACMETA']._serialized_end=23233 + _globals['_BACKUPRBACMETAREQUEST']._serialized_start=23235 + _globals['_BACKUPRBACMETAREQUEST']._serialized_end=23322 + _globals['_BACKUPRBACMETARESPONSE']._serialized_start=23324 + _globals['_BACKUPRBACMETARESPONSE']._serialized_end=23443 + _globals['_RESTORERBACMETAREQUEST']._serialized_start=23446 + _globals['_RESTORERBACMETAREQUEST']._serialized_end=23584 + _globals['_GETLOADINGPROGRESSREQUEST']._serialized_start=23587 + _globals['_GETLOADINGPROGRESSREQUEST']._serialized_end=23734 + _globals['_GETLOADINGPROGRESSRESPONSE']._serialized_start=23736 + _globals['_GETLOADINGPROGRESSRESPONSE']._serialized_end=23853 + _globals['_GETLOADSTATEREQUEST']._serialized_start=23856 + _globals['_GETLOADSTATEREQUEST']._serialized_end=23997 + _globals['_GETLOADSTATERESPONSE']._serialized_start=23999 + _globals['_GETLOADSTATERESPONSE']._serialized_end=24113 + _globals['_MILVUSEXT']._serialized_start=24115 + _globals['_MILVUSEXT']._serialized_end=24143 + _globals['_GETVERSIONREQUEST']._serialized_start=24145 + _globals['_GETVERSIONREQUEST']._serialized_end=24164 + _globals['_GETVERSIONRESPONSE']._serialized_start=24166 + _globals['_GETVERSIONRESPONSE']._serialized_end=24248 + _globals['_CHECKHEALTHREQUEST']._serialized_start=24250 + _globals['_CHECKHEALTHREQUEST']._serialized_end=24270 + _globals['_CHECKHEALTHRESPONSE']._serialized_start=24273 + _globals['_CHECKHEALTHRESPONSE']._serialized_end=24430 + _globals['_CREATERESOURCEGROUPREQUEST']._serialized_start=24433 + _globals['_CREATERESOURCEGROUPREQUEST']._serialized_end=24603 + _globals['_UPDATERESOURCEGROUPSREQUEST']._serialized_start=24606 + _globals['_UPDATERESOURCEGROUPSREQUEST']._serialized_end=24887 + _globals['_UPDATERESOURCEGROUPSREQUEST_RESOURCEGROUPSENTRY']._serialized_start=24776 + _globals['_UPDATERESOURCEGROUPSREQUEST_RESOURCEGROUPSENTRY']._serialized_end=24867 + _globals['_DROPRESOURCEGROUPREQUEST']._serialized_start=24889 + _globals['_DROPRESOURCEGROUPREQUEST']._serialized_end=25003 + _globals['_TRANSFERNODEREQUEST']._serialized_start=25006 + _globals['_TRANSFERNODEREQUEST']._serialized_end=25171 + _globals['_TRANSFERREPLICAREQUEST']._serialized_start=25174 + _globals['_TRANSFERREPLICAREQUEST']._serialized_end=25387 + _globals['_LISTRESOURCEGROUPSREQUEST']._serialized_start=25389 + _globals['_LISTRESOURCEGROUPSREQUEST']._serialized_end=25480 + _globals['_LISTRESOURCEGROUPSRESPONSE']._serialized_start=25482 + _globals['_LISTRESOURCEGROUPSRESPONSE']._serialized_end=25580 + _globals['_DESCRIBERESOURCEGROUPREQUEST']._serialized_start=25582 + _globals['_DESCRIBERESOURCEGROUPREQUEST']._serialized_end=25700 + _globals['_DESCRIBERESOURCEGROUPRESPONSE']._serialized_start=25703 + _globals['_DESCRIBERESOURCEGROUPRESPONSE']._serialized_end=25839 + _globals['_RESOURCEGROUP']._serialized_start=25842 + _globals['_RESOURCEGROUP']._serialized_end=26440 + _globals['_RESOURCEGROUP_NUMLOADEDREPLICAENTRY']._serialized_start=26273 + _globals['_RESOURCEGROUP_NUMLOADEDREPLICAENTRY']._serialized_end=26328 + _globals['_RESOURCEGROUP_NUMOUTGOINGNODEENTRY']._serialized_start=26330 + _globals['_RESOURCEGROUP_NUMOUTGOINGNODEENTRY']._serialized_end=26384 + _globals['_RESOURCEGROUP_NUMINCOMINGNODEENTRY']._serialized_start=26386 + _globals['_RESOURCEGROUP_NUMINCOMINGNODEENTRY']._serialized_end=26440 + _globals['_RENAMECOLLECTIONREQUEST']._serialized_start=26443 + _globals['_RENAMECOLLECTIONREQUEST']._serialized_end=26602 + _globals['_GETINDEXSTATISTICSREQUEST']._serialized_start=26605 + _globals['_GETINDEXSTATISTICSREQUEST']._serialized_end=26766 + _globals['_GETINDEXSTATISTICSRESPONSE']._serialized_start=26769 + _globals['_GETINDEXSTATISTICSRESPONSE']._serialized_end=26909 + _globals['_CONNECTREQUEST']._serialized_start=26911 + _globals['_CONNECTREQUEST']._serialized_end=27025 + _globals['_CONNECTRESPONSE']._serialized_start=27028 + _globals['_CONNECTRESPONSE']._serialized_end=27164 + _globals['_ALLOCTIMESTAMPREQUEST']._serialized_start=27166 + _globals['_ALLOCTIMESTAMPREQUEST']._serialized_end=27233 + _globals['_ALLOCTIMESTAMPRESPONSE']._serialized_start=27235 + _globals['_ALLOCTIMESTAMPRESPONSE']._serialized_end=27323 + _globals['_CREATEDATABASEREQUEST']._serialized_start=27326 + _globals['_CREATEDATABASEREQUEST']._serialized_end=27485 + _globals['_DROPDATABASEREQUEST']._serialized_start=27487 + _globals['_DROPDATABASEREQUEST']._serialized_end=27589 + _globals['_LISTDATABASESREQUEST']._serialized_start=27591 + _globals['_LISTDATABASESREQUEST']._serialized_end=27657 + _globals['_LISTDATABASESRESPONSE']._serialized_start=27660 + _globals['_LISTDATABASESRESPONSE']._serialized_end=27789 + _globals['_ALTERDATABASEREQUEST']._serialized_start=27792 + _globals['_ALTERDATABASEREQUEST']._serialized_end=27986 + _globals['_DESCRIBEDATABASEREQUEST']._serialized_start=27988 + _globals['_DESCRIBEDATABASEREQUEST']._serialized_end=28094 + _globals['_DESCRIBEDATABASERESPONSE']._serialized_start=28097 + _globals['_DESCRIBEDATABASERESPONSE']._serialized_end=28281 + _globals['_REPLICATEMESSAGEREQUEST']._serialized_start=28284 + _globals['_REPLICATEMESSAGEREQUEST']._serialized_end=28529 + _globals['_REPLICATEMESSAGERESPONSE']._serialized_start=28531 + _globals['_REPLICATEMESSAGERESPONSE']._serialized_end=28620 + _globals['_IMPORTAUTHPLACEHOLDER']._serialized_start=28622 + _globals['_IMPORTAUTHPLACEHOLDER']._serialized_end=28720 + _globals['_GETIMPORTPROGRESSAUTHPLACEHOLDER']._serialized_start=28722 + _globals['_GETIMPORTPROGRESSAUTHPLACEHOLDER']._serialized_end=28793 + _globals['_LISTIMPORTSAUTHPLACEHOLDER']._serialized_start=28795 + _globals['_LISTIMPORTSAUTHPLACEHOLDER']._serialized_end=28885 + _globals['_RUNANALYZERREQUEST']._serialized_start=28888 + _globals['_RUNANALYZERREQUEST']._serialized_end=29038 + _globals['_ANALYZERTOKEN']._serialized_start=29041 + _globals['_ANALYZERTOKEN']._serialized_end=29170 + _globals['_ANALYZERRESULT']._serialized_start=29172 + _globals['_ANALYZERRESULT']._serialized_end=29240 + _globals['_RUNANALYZERRESPONSE']._serialized_start=29242 + _globals['_RUNANALYZERRESPONSE']._serialized_end=29362 + _globals['_MILVUSSERVICE']._serialized_start=29774 + _globals['_MILVUSSERVICE']._serialized_end=39576 + _globals['_PROXYSERVICE']._serialized_start=39578 + _globals['_PROXYSERVICE']._serialized_end=39695 # @@protoc_insertion_point(module_scope) diff --git a/pymilvus/grpc_gen/milvus_pb2.pyi b/pymilvus/grpc_gen/milvus_pb2.pyi index 69b4c164a..7a81a6a30 100644 --- a/pymilvus/grpc_gen/milvus_pb2.pyi +++ b/pymilvus/grpc_gen/milvus_pb2.pyi @@ -819,7 +819,7 @@ class SubSearchRequest(_message.Message): def __init__(self, dsl: _Optional[str] = ..., placeholder_group: _Optional[bytes] = ..., dsl_type: _Optional[_Union[_common_pb2.DslType, str]] = ..., search_params: _Optional[_Iterable[_Union[_common_pb2.KeyValuePair, _Mapping]]] = ..., nq: _Optional[int] = ..., expr_template_values: _Optional[_Mapping[str, _schema_pb2.TemplateValue]] = ...) -> 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", "sub_reqs", "expr_template_values") + __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", "sub_reqs", "expr_template_values", "function_score") class ExprTemplateValuesEntry(_message.Message): __slots__ = ("key", "value") KEY_FIELD_NUMBER: _ClassVar[int] @@ -845,6 +845,7 @@ class SearchRequest(_message.Message): SEARCH_BY_PRIMARY_KEYS_FIELD_NUMBER: _ClassVar[int] SUB_REQS_FIELD_NUMBER: _ClassVar[int] EXPR_TEMPLATE_VALUES_FIELD_NUMBER: _ClassVar[int] + FUNCTION_SCORE_FIELD_NUMBER: _ClassVar[int] base: _common_pb2.MsgBase db_name: str collection_name: str @@ -863,7 +864,8 @@ class SearchRequest(_message.Message): search_by_primary_keys: bool sub_reqs: _containers.RepeatedCompositeFieldContainer[SubSearchRequest] expr_template_values: _containers.MessageMap[str, _schema_pb2.TemplateValue] - def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., db_name: _Optional[str] = ..., collection_name: _Optional[str] = ..., partition_names: _Optional[_Iterable[str]] = ..., dsl: _Optional[str] = ..., placeholder_group: _Optional[bytes] = ..., dsl_type: _Optional[_Union[_common_pb2.DslType, str]] = ..., output_fields: _Optional[_Iterable[str]] = ..., search_params: _Optional[_Iterable[_Union[_common_pb2.KeyValuePair, _Mapping]]] = ..., travel_timestamp: _Optional[int] = ..., guarantee_timestamp: _Optional[int] = ..., nq: _Optional[int] = ..., not_return_all_meta: bool = ..., consistency_level: _Optional[_Union[_common_pb2.ConsistencyLevel, str]] = ..., use_default_consistency: bool = ..., search_by_primary_keys: bool = ..., sub_reqs: _Optional[_Iterable[_Union[SubSearchRequest, _Mapping]]] = ..., expr_template_values: _Optional[_Mapping[str, _schema_pb2.TemplateValue]] = ...) -> None: ... + function_score: _schema_pb2.FunctionScore + def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., db_name: _Optional[str] = ..., collection_name: _Optional[str] = ..., partition_names: _Optional[_Iterable[str]] = ..., dsl: _Optional[str] = ..., placeholder_group: _Optional[bytes] = ..., dsl_type: _Optional[_Union[_common_pb2.DslType, str]] = ..., output_fields: _Optional[_Iterable[str]] = ..., search_params: _Optional[_Iterable[_Union[_common_pb2.KeyValuePair, _Mapping]]] = ..., travel_timestamp: _Optional[int] = ..., guarantee_timestamp: _Optional[int] = ..., nq: _Optional[int] = ..., not_return_all_meta: bool = ..., consistency_level: _Optional[_Union[_common_pb2.ConsistencyLevel, str]] = ..., use_default_consistency: bool = ..., search_by_primary_keys: bool = ..., sub_reqs: _Optional[_Iterable[_Union[SubSearchRequest, _Mapping]]] = ..., expr_template_values: _Optional[_Mapping[str, _schema_pb2.TemplateValue]] = ..., function_score: _Optional[_Union[_schema_pb2.FunctionScore, _Mapping]] = ...) -> None: ... class Hits(_message.Message): __slots__ = ("IDs", "row_data", "scores") @@ -888,7 +890,7 @@ class SearchResults(_message.Message): def __init__(self, status: _Optional[_Union[_common_pb2.Status, _Mapping]] = ..., results: _Optional[_Union[_schema_pb2.SearchResultData, _Mapping]] = ..., collection_name: _Optional[str] = ..., session_ts: _Optional[int] = ...) -> None: ... 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") + __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", "function_score") BASE_FIELD_NUMBER: _ClassVar[int] DB_NAME_FIELD_NUMBER: _ClassVar[int] COLLECTION_NAME_FIELD_NUMBER: _ClassVar[int] @@ -901,6 +903,7 @@ class HybridSearchRequest(_message.Message): OUTPUT_FIELDS_FIELD_NUMBER: _ClassVar[int] CONSISTENCY_LEVEL_FIELD_NUMBER: _ClassVar[int] USE_DEFAULT_CONSISTENCY_FIELD_NUMBER: _ClassVar[int] + FUNCTION_SCORE_FIELD_NUMBER: _ClassVar[int] base: _common_pb2.MsgBase db_name: str collection_name: str @@ -913,7 +916,8 @@ class HybridSearchRequest(_message.Message): output_fields: _containers.RepeatedScalarFieldContainer[str] consistency_level: _common_pb2.ConsistencyLevel use_default_consistency: bool - def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., db_name: _Optional[str] = ..., collection_name: _Optional[str] = ..., partition_names: _Optional[_Iterable[str]] = ..., requests: _Optional[_Iterable[_Union[SearchRequest, _Mapping]]] = ..., rank_params: _Optional[_Iterable[_Union[_common_pb2.KeyValuePair, _Mapping]]] = ..., travel_timestamp: _Optional[int] = ..., guarantee_timestamp: _Optional[int] = ..., not_return_all_meta: bool = ..., output_fields: _Optional[_Iterable[str]] = ..., consistency_level: _Optional[_Union[_common_pb2.ConsistencyLevel, str]] = ..., use_default_consistency: bool = ...) -> None: ... + function_score: _schema_pb2.FunctionScore + def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., db_name: _Optional[str] = ..., collection_name: _Optional[str] = ..., partition_names: _Optional[_Iterable[str]] = ..., requests: _Optional[_Iterable[_Union[SearchRequest, _Mapping]]] = ..., rank_params: _Optional[_Iterable[_Union[_common_pb2.KeyValuePair, _Mapping]]] = ..., travel_timestamp: _Optional[int] = ..., guarantee_timestamp: _Optional[int] = ..., not_return_all_meta: bool = ..., output_fields: _Optional[_Iterable[str]] = ..., consistency_level: _Optional[_Union[_common_pb2.ConsistencyLevel, str]] = ..., use_default_consistency: bool = ..., function_score: _Optional[_Union[_schema_pb2.FunctionScore, _Mapping]] = ...) -> None: ... class FlushRequest(_message.Message): __slots__ = ("base", "db_name", "collection_names") diff --git a/pymilvus/grpc_gen/schema_pb2.py b/pymilvus/grpc_gen/schema_pb2.py index db415a5a3..3d3d71c75 100644 --- a/pymilvus/grpc_gen/schema_pb2.py +++ b/pymilvus/grpc_gen/schema_pb2.py @@ -26,7 +26,7 @@ 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\"\xa0\x04\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 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_globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) @@ -36,64 +36,66 @@ _globals['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' _globals['_COLLECTIONSCHEMA'].fields_by_name['autoID']._loaded_options = None _globals['_COLLECTIONSCHEMA'].fields_by_name['autoID']._serialized_options = b'\030\001' - _globals['_DATATYPE']._serialized_start=4454 - _globals['_DATATYPE']._serialized_end=4733 - _globals['_FUNCTIONTYPE']._serialized_start=4735 - _globals['_FUNCTIONTYPE']._serialized_end=4791 - _globals['_FIELDSTATE']._serialized_start=4793 - _globals['_FIELDSTATE']._serialized_end=4879 + _globals['_DATATYPE']._serialized_start=4578 + _globals['_DATATYPE']._serialized_end=4857 + _globals['_FUNCTIONTYPE']._serialized_start=4859 + _globals['_FUNCTIONTYPE']._serialized_end=4927 + _globals['_FIELDSTATE']._serialized_start=4929 + 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_globals['_SCALARCLUSTERINGINFO']._serialized_start=3742 + _globals['_SCALARCLUSTERINGINFO']._serialized_end=3779 + _globals['_CLUSTERINGINFO']._serialized_start=3782 + _globals['_CLUSTERINGINFO']._serialized_end=3950 + _globals['_TEMPLATEVALUE']._serialized_start=3953 + _globals['_TEMPLATEVALUE']._serialized_end=4121 + _globals['_TEMPLATEARRAYVALUE']._serialized_start=4124 + _globals['_TEMPLATEARRAYVALUE']._serialized_end=4493 + _globals['_TEMPLATEARRAYVALUEARRAY']._serialized_start=4495 + _globals['_TEMPLATEARRAYVALUEARRAY']._serialized_end=4575 # @@protoc_insertion_point(module_scope) diff --git a/pymilvus/grpc_gen/schema_pb2.pyi b/pymilvus/grpc_gen/schema_pb2.pyi index 7b7ead601..b5f1ed6ab 100644 --- a/pymilvus/grpc_gen/schema_pb2.pyi +++ b/pymilvus/grpc_gen/schema_pb2.pyi @@ -36,6 +36,7 @@ class FunctionType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper): Unknown: _ClassVar[FunctionType] BM25: _ClassVar[FunctionType] TextEmbedding: _ClassVar[FunctionType] + Rerank: _ClassVar[FunctionType] class FieldState(int, metaclass=_enum_type_wrapper.EnumTypeWrapper): __slots__ = () @@ -66,6 +67,7 @@ Int8Vector: DataType Unknown: FunctionType BM25: FunctionType TextEmbedding: FunctionType +Rerank: FunctionType FieldCreated: FieldState FieldCreating: FieldState FieldDropping: FieldState @@ -129,6 +131,14 @@ class FunctionSchema(_message.Message): params: _containers.RepeatedCompositeFieldContainer[_common_pb2.KeyValuePair] def __init__(self, name: _Optional[str] = ..., id: _Optional[int] = ..., description: _Optional[str] = ..., type: _Optional[_Union[FunctionType, str]] = ..., input_field_names: _Optional[_Iterable[str]] = ..., input_field_ids: _Optional[_Iterable[int]] = ..., output_field_names: _Optional[_Iterable[str]] = ..., output_field_ids: _Optional[_Iterable[int]] = ..., params: _Optional[_Iterable[_Union[_common_pb2.KeyValuePair, _Mapping]]] = ...) -> None: ... +class FunctionScore(_message.Message): + __slots__ = ("functions", "params") + FUNCTIONS_FIELD_NUMBER: _ClassVar[int] + PARAMS_FIELD_NUMBER: _ClassVar[int] + functions: _containers.RepeatedCompositeFieldContainer[FunctionSchema] + params: _containers.RepeatedCompositeFieldContainer[_common_pb2.KeyValuePair] + def __init__(self, functions: _Optional[_Iterable[_Union[FunctionSchema, _Mapping]]] = ..., params: _Optional[_Iterable[_Union[_common_pb2.KeyValuePair, _Mapping]]] = ...) -> None: ... + class CollectionSchema(_message.Message): __slots__ = ("name", "description", "autoID", "fields", "enable_dynamic_field", "properties", "functions", "dbName") NAME_FIELD_NUMBER: _ClassVar[int] diff --git a/pymilvus/milvus_client/milvus_client.py b/pymilvus/milvus_client/milvus_client.py index 300e952c8..f41db2f81 100644 --- a/pymilvus/milvus_client/milvus_client.py +++ b/pymilvus/milvus_client/milvus_client.py @@ -24,7 +24,7 @@ ServerVersionIncompatibleException, ) from pymilvus.orm import utility -from pymilvus.orm.collection import CollectionSchema +from pymilvus.orm.collection import CollectionSchema, FieldSchema from pymilvus.orm.connections import connections from pymilvus.orm.constants import FIELDS, METRIC_TYPE, TYPE, UNLIMITED from pymilvus.orm.iterator import QueryIterator, SearchIterator @@ -873,6 +873,23 @@ def create_schema(cls, **kwargs): kwargs["check_fields"] = False # do not check fields for now return CollectionSchema([], **kwargs) + @classmethod + def create_field_schema( + cls, name: str, data_type: DataType, desc: str = "", **kwargs + ) -> FieldSchema: + """Create a field schema. Wrapping orm.FieldSchema. + + Args: + name (str): The name of the field. + dtype (DataType): The data type of the field. + desc (str): The description of the field. + **kwargs: Additional keyword arguments. + + Returns: + FieldSchema: the FieldSchema created. + """ + return FieldSchema(name, data_type, desc, **kwargs) + @classmethod def prepare_index_params(cls, field_name: str = "", **kwargs) -> IndexParams: index_params = IndexParams() @@ -1103,6 +1120,34 @@ def alter_collection_field( **kwargs, ) + def add_collection_field( + self, + collection_name: str, + field_schema: FieldSchema, + timeout: Optional[float] = None, + **kwargs, + ): + """Add a new field to the collection. + + Args: + collection_name(``string``): The name of collection. + field_schema (``FieldSchema``): The field schema to add. + timeout (``float``, optional): A duration of time in seconds to allow for the RPC. + If timeout is set to None, the client keeps waiting until the server + responds or an error occurs. + **kwargs (``dict``): Optional field params + + Raises: + MilvusException: If anything goes wrong + """ + conn = self._get_connection() + conn.add_collection_field( + collection_name, + field_schema, + timeout=timeout, + **kwargs, + ) + def create_partition( self, collection_name: str, partition_name: str, timeout: Optional[float] = None, **kwargs ):