From 142886dea06b664d62f5289c2db43ec44651dc02 Mon Sep 17 00:00:00 2001 From: "Xianhui.Lin" Date: Wed, 8 Jan 2025 20:31:29 +0800 Subject: [PATCH] Add schema update time verification to insert and upsert so as to use the cache Signed-off-by: Xianhui.Lin add default param Signed-off-by: Xianhui.Lin --- pymilvus/client/abstract.py | 5 +- pymilvus/client/grpc_handler.py | 62 ++- pymilvus/client/prepare.py | 4 + pymilvus/grpc_gen/common_pb2.py | 56 +-- pymilvus/grpc_gen/common_pb2.pyi | 4 + pymilvus/grpc_gen/milvus-proto | 2 +- pymilvus/grpc_gen/milvus_pb2.py | 740 +++++++++++++++---------------- pymilvus/grpc_gen/milvus_pb2.pyi | 18 +- pymilvus/grpc_gen/schema_pb2.py | 56 +-- pymilvus/grpc_gen/schema_pb2.pyi | 8 +- 10 files changed, 514 insertions(+), 441 deletions(-) diff --git a/pymilvus/client/abstract.py b/pymilvus/client/abstract.py index 88d23f683..9bc76a1d0 100644 --- a/pymilvus/client/abstract.py +++ b/pymilvus/client/abstract.py @@ -182,7 +182,7 @@ def __init__(self, raw: Any): self.num_shards = 0 self.num_partitions = 0 self.enable_dynamic_field = False - + self.update_timestamp = 0 if self._raw: self.__pack(self._raw) @@ -209,7 +209,7 @@ def __pack(self, raw: Any): # for kv in raw.extra_params: self.fields = [FieldSchema(f) for f in raw.schema.fields] - + self.update_timestamp = raw.update_timestamp self.functions = [FunctionSchema(f) for f in raw.schema.functions] function_output_field_names = [f for fn in self.functions for f in fn.output_field_names] for field in self.fields: @@ -247,6 +247,7 @@ def dict(self): "properties": self.properties, "num_partitions": self.num_partitions, "enable_dynamic_field": self.enable_dynamic_field, + "update_timestamp": self.update_timestamp, } self._rewrite_schema_dict(_dict) return _dict diff --git a/pymilvus/client/grpc_handler.py b/pymilvus/client/grpc_handler.py index 258711125..7a8782ea5 100644 --- a/pymilvus/client/grpc_handler.py +++ b/pymilvus/client/grpc_handler.py @@ -94,6 +94,7 @@ def __init__( self._setup_db_interceptor(kwargs.get("db_name")) self._setup_grpc_channel() self.callbacks = [] + self.schema_cache = {} def register_state_change_callback(self, callback: Callable): self.callbacks.append(callback) @@ -526,10 +527,27 @@ def insert_rows( collection_name, entities, partition_name, schema, timeout, **kwargs ) resp = self._stub.Insert(request=request, timeout=timeout) + if resp.status.error_code == common_pb2.SchemaMismatch: + schema = self.update_schema(collection_name, timeout) + request = self._prepare_row_insert_request( + collection_name, entities, partition_name, schema, timeout, **kwargs + ) + resp = self._stub.Insert(request=request, timeout=timeout) check_status(resp.status) ts_utils.update_collection_ts(collection_name, resp.timestamp) return MutationResult(resp) + def update_schema(self, collection_name: str, timeout: Optional[float] = None): + schema = self.describe_collection(collection_name, timeout=timeout) + schema_timestamp = schema.get("update_timestamp", 0) + + self.schema_cache[collection_name] = { + "schema": schema, + "schema_timestamp": schema_timestamp, + } + + return schema + def _prepare_row_insert_request( self, collection_name: str, @@ -542,9 +560,9 @@ def _prepare_row_insert_request( if isinstance(entity_rows, dict): entity_rows = [entity_rows] - if not isinstance(schema, dict): - schema = self.describe_collection(collection_name, timeout=timeout) - + schema, schema_timestamp = self._get_schema_from_cache_or_remote( + collection_name, schema, timeout + ) fields_info = schema.get("fields") enable_dynamic = schema.get("enable_dynamic_field", False) @@ -554,8 +572,33 @@ def _prepare_row_insert_request( partition_name, fields_info, enable_dynamic=enable_dynamic, + schema_timestamp=schema_timestamp, ) + def _get_schema_from_cache_or_remote( + self, collection_name: str, schema: Optional[dict] = None, timeout: Optional[float] = None + ): + """ + checks the cache for the schema. If not found, it fetches it remotely and updates the cache + """ + if collection_name in self.schema_cache: + # Use the cached schema and timestamp + schema = self.schema_cache[collection_name]["schema"] + schema_timestamp = self.schema_cache[collection_name]["schema_timestamp"] + else: + # Fetch the schema remotely if not in cache + if not isinstance(schema, dict): + schema = self.describe_collection(collection_name, timeout=timeout) + schema_timestamp = schema.get("update_timestamp", 0) + + # Cache the fetched schema and timestamp + self.schema_cache[collection_name] = { + "schema": schema, + "schema_timestamp": schema_timestamp, + } + + return schema, schema_timestamp + def _prepare_batch_insert_request( self, collection_name: str, @@ -723,13 +766,18 @@ def _prepare_row_upsert_request( if not isinstance(rows, list): raise ParamError(message="'rows' must be a list, please provide valid row data.") - fields_info, enable_dynamic = self._get_info(collection_name, timeout, **kwargs) + schema, schema_timestamp = self._get_schema_from_cache_or_remote( + collection_name, timeout=timeout + ) + fields_info = schema.get("fields") + enable_dynamic = schema.get("enable_dynamic_field", False) return Prepare.row_upsert_param( collection_name, rows, partition_name, fields_info, enable_dynamic=enable_dynamic, + schema_timestamp=schema_timestamp, ) @retry_on_rpc_failure() @@ -748,6 +796,12 @@ def upsert_rows( ) rf = self._stub.Upsert.future(request, timeout=timeout) response = rf.result() + if response.status.error_code == common_pb2.SchemaMismatch: + schema = self.update_schema(collection_name, timeout) + request = self._prepare_row_insert_request( + collection_name, entities, partition_name, schema, timeout, **kwargs + ) + response = self._stub.Insert(request=request, timeout=timeout) check_status(response.status) m = MutationResult(response) ts_utils.update_collection_ts(collection_name, m.timestamp) diff --git a/pymilvus/client/prepare.py b/pymilvus/client/prepare.py index f0210b69d..1bc3b7183 100644 --- a/pymilvus/client/prepare.py +++ b/pymilvus/client/prepare.py @@ -606,6 +606,7 @@ def row_insert_param( entities: List, partition_name: str, fields_info: Dict, + schema_timestamp: int = 0, enable_dynamic: bool = False, ): if not fields_info: @@ -617,6 +618,7 @@ def row_insert_param( collection_name=collection_name, partition_name=p_name, num_rows=len(entities), + schema_timestamp=schema_timestamp, ) return cls._parse_row_request(request, fields_info, enable_dynamic, entities) @@ -629,6 +631,7 @@ def row_upsert_param( partition_name: str, fields_info: Any, enable_dynamic: bool = False, + schema_timestamp: int = 0, ): if not fields_info: raise ParamError(message="Missing collection meta to validate entities") @@ -639,6 +642,7 @@ def row_upsert_param( collection_name=collection_name, partition_name=p_name, num_rows=len(entities), + schema_timestamp=schema_timestamp, ) return cls._parse_upsert_row_request(request, fields_info, enable_dynamic, entities) diff 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\n\x1cPrivilegeListPrivilegeGroups\x10:\x12\"\n\x1ePrivilegeOperatePrivilegeGroup\x10;\x12!\n\x1dPrivilegeGroupClusterReadOnly\x10<\x12\"\n\x1ePrivilegeGroupClusterReadWrite\x10=\x12\x1e\n\x1aPrivilegeGroupClusterAdmin\x10>\x12\"\n\x1ePrivilegeGroupDatabaseReadOnly\x10?\x12#\n\x1fPrivilegeGroupDatabaseReadWrite\x10@\x12\x1f\n\x1bPrivilegeGroupDatabaseAdmin\x10\x41\x12$\n PrivilegeGroupCollectionReadOnly\x10\x42\x12%\n!PrivilegeGroupCollectionReadWrite\x10\x43\x12!\n\x1dPrivilegeGroupCollectionAdmin\x10\x44*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) @@ -36,33 +36,33 @@ _globals['_SERVERINFO_RESERVEDENTRY']._options = None _globals['_SERVERINFO_RESERVEDENTRY']._serialized_options = b'8\001' _globals['_ERRORCODE']._serialized_start=1921 - _globals['_ERRORCODE']._serialized_end=3402 - _globals['_INDEXSTATE']._serialized_start=3404 - _globals['_INDEXSTATE']._serialized_end=3503 - _globals['_SEGMENTSTATE']._serialized_start=3506 - _globals['_SEGMENTSTATE']._serialized_end=3636 - _globals['_SEGMENTLEVEL']._serialized_start=3638 - _globals['_SEGMENTLEVEL']._serialized_end=3688 - _globals['_PLACEHOLDERTYPE']._serialized_start=3691 - _globals['_PLACEHOLDERTYPE']._serialized_end=3839 - _globals['_MSGTYPE']._serialized_start=3842 - _globals['_MSGTYPE']._serialized_end=6234 - _globals['_DSLTYPE']._serialized_start=6236 - _globals['_DSLTYPE']._serialized_end=6270 - _globals['_COMPACTIONSTATE']._serialized_start=6272 - _globals['_COMPACTIONSTATE']._serialized_end=6338 - _globals['_CONSISTENCYLEVEL']._serialized_start=6340 - _globals['_CONSISTENCYLEVEL']._serialized_end=6428 - _globals['_IMPORTSTATE']._serialized_start=6431 - _globals['_IMPORTSTATE']._serialized_end=6589 - _globals['_OBJECTTYPE']._serialized_start=6591 - _globals['_OBJECTTYPE']._serialized_end=6641 - _globals['_OBJECTPRIVILEGE']._serialized_start=6644 - _globals['_OBJECTPRIVILEGE']._serialized_end=8633 - _globals['_STATECODE']._serialized_start=8635 - _globals['_STATECODE']._serialized_end=8718 - _globals['_LOADSTATE']._serialized_start=8720 - _globals['_LOADSTATE']._serialized_end=8819 + _globals['_ERRORCODE']._serialized_end=3422 + _globals['_INDEXSTATE']._serialized_start=3424 + _globals['_INDEXSTATE']._serialized_end=3523 + _globals['_SEGMENTSTATE']._serialized_start=3526 + _globals['_SEGMENTSTATE']._serialized_end=3656 + _globals['_SEGMENTLEVEL']._serialized_start=3658 + _globals['_SEGMENTLEVEL']._serialized_end=3708 + _globals['_PLACEHOLDERTYPE']._serialized_start=3711 + _globals['_PLACEHOLDERTYPE']._serialized_end=3875 + _globals['_MSGTYPE']._serialized_start=3878 + _globals['_MSGTYPE']._serialized_end=6270 + _globals['_DSLTYPE']._serialized_start=6272 + _globals['_DSLTYPE']._serialized_end=6306 + _globals['_COMPACTIONSTATE']._serialized_start=6308 + _globals['_COMPACTIONSTATE']._serialized_end=6374 + _globals['_CONSISTENCYLEVEL']._serialized_start=6376 + _globals['_CONSISTENCYLEVEL']._serialized_end=6464 + _globals['_IMPORTSTATE']._serialized_start=6467 + _globals['_IMPORTSTATE']._serialized_end=6625 + _globals['_OBJECTTYPE']._serialized_start=6627 + _globals['_OBJECTTYPE']._serialized_end=6677 + _globals['_OBJECTPRIVILEGE']._serialized_start=6680 + _globals['_OBJECTPRIVILEGE']._serialized_end=8669 + _globals['_STATECODE']._serialized_start=8671 + _globals['_STATECODE']._serialized_end=8754 + _globals['_LOADSTATE']._serialized_start=8756 + _globals['_LOADSTATE']._serialized_end=8855 _globals['_STATUS']._serialized_start=72 _globals['_STATUS']._serialized_end=315 _globals['_STATUS_EXTRAINFOENTRY']._serialized_start=267 diff --git a/pymilvus/grpc_gen/common_pb2.pyi b/pymilvus/grpc_gen/common_pb2.pyi index 7d68a9bb7..25eced308 100644 --- a/pymilvus/grpc_gen/common_pb2.pyi +++ b/pymilvus/grpc_gen/common_pb2.pyi @@ -70,6 +70,7 @@ class ErrorCode(int, metaclass=_enum_type_wrapper.EnumTypeWrapper): DropPrivilegeGroupFailure: _ClassVar[ErrorCode] ListPrivilegeGroupsFailure: _ClassVar[ErrorCode] OperatePrivilegeGroupFailure: _ClassVar[ErrorCode] + SchemaMismatch: _ClassVar[ErrorCode] DataCoordNA: _ClassVar[ErrorCode] DDRequestRace: _ClassVar[ErrorCode] @@ -108,6 +109,7 @@ class PlaceholderType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper): Float16Vector: _ClassVar[PlaceholderType] BFloat16Vector: _ClassVar[PlaceholderType] SparseFloatVector: _ClassVar[PlaceholderType] + Int8Vector: _ClassVar[PlaceholderType] Int64: _ClassVar[PlaceholderType] VarChar: _ClassVar[PlaceholderType] @@ -409,6 +411,7 @@ CreatePrivilegeGroupFailure: ErrorCode DropPrivilegeGroupFailure: ErrorCode ListPrivilegeGroupsFailure: ErrorCode OperatePrivilegeGroupFailure: ErrorCode +SchemaMismatch: ErrorCode DataCoordNA: ErrorCode DDRequestRace: ErrorCode IndexStateNone: IndexState @@ -435,6 +438,7 @@ FloatVector: PlaceholderType Float16Vector: PlaceholderType BFloat16Vector: PlaceholderType SparseFloatVector: PlaceholderType +Int8Vector: PlaceholderType Int64: PlaceholderType VarChar: PlaceholderType Undefined: MsgType diff --git a/pymilvus/grpc_gen/milvus-proto b/pymilvus/grpc_gen/milvus-proto index 410431d78..409992343 160000 --- a/pymilvus/grpc_gen/milvus-proto +++ b/pymilvus/grpc_gen/milvus-proto @@ -1 +1 @@ -Subproject commit 410431d7865bccac42bd84aecfbb456634a0face +Subproject commit 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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) @@ -220,18 +220,18 @@ _globals['_MILVUSSERVICE'].methods_by_name['GetIndexState']._serialized_options = b'\210\002\001' _globals['_MILVUSSERVICE'].methods_by_name['GetIndexBuildProgress']._options = None _globals['_MILVUSSERVICE'].methods_by_name['GetIndexBuildProgress']._serialized_options = b'\210\002\001' - _globals['_SHOWTYPE']._serialized_start=28425 - _globals['_SHOWTYPE']._serialized_end=28462 - _globals['_OPERATEPRIVILEGEGROUPTYPE']._serialized_start=28464 - _globals['_OPERATEPRIVILEGEGROUPTYPE']._serialized_end=28548 - _globals['_OPERATEUSERROLETYPE']._serialized_start=28550 - _globals['_OPERATEUSERROLETYPE']._serialized_end=28614 - _globals['_PRIVILEGELEVEL']._serialized_start=28616 - _globals['_PRIVILEGELEVEL']._serialized_end=28675 - _globals['_OPERATEPRIVILEGETYPE']._serialized_start=28677 - _globals['_OPERATEPRIVILEGETYPE']._serialized_end=28722 - _globals['_QUOTASTATE']._serialized_start=28724 - _globals['_QUOTASTATE']._serialized_end=28817 + _globals['_SHOWTYPE']._serialized_start=28503 + _globals['_SHOWTYPE']._serialized_end=28540 + _globals['_OPERATEPRIVILEGEGROUPTYPE']._serialized_start=28542 + _globals['_OPERATEPRIVILEGEGROUPTYPE']._serialized_end=28626 + _globals['_OPERATEUSERROLETYPE']._serialized_start=28628 + _globals['_OPERATEUSERROLETYPE']._serialized_end=28692 + _globals['_PRIVILEGELEVEL']._serialized_start=28694 + _globals['_PRIVILEGELEVEL']._serialized_end=28753 + _globals['_OPERATEPRIVILEGETYPE']._serialized_start=28755 + _globals['_OPERATEPRIVILEGETYPE']._serialized_end=28800 + _globals['_QUOTASTATE']._serialized_start=28802 + _globals['_QUOTASTATE']._serialized_end=28895 _globals['_CREATEALIASREQUEST']._serialized_start=134 _globals['_CREATEALIASREQUEST']._serialized_end=275 _globals['_DROPALIASREQUEST']._serialized_start=277 @@ -263,361 +263,361 @@ _globals['_DESCRIBECOLLECTIONREQUEST']._serialized_start=2210 _globals['_DESCRIBECOLLECTIONREQUEST']._serialized_end=2385 _globals['_DESCRIBECOLLECTIONRESPONSE']._serialized_start=2388 - _globals['_DESCRIBECOLLECTIONRESPONSE']._serialized_end=2979 - _globals['_LOADCOLLECTIONREQUEST']._serialized_start=2982 - _globals['_LOADCOLLECTIONREQUEST']._serialized_end=3220 - _globals['_RELEASECOLLECTIONREQUEST']._serialized_start=3222 - _globals['_RELEASECOLLECTIONREQUEST']._serialized_end=3343 - _globals['_GETSTATISTICSREQUEST']._serialized_start=3346 - _globals['_GETSTATISTICSREQUEST']._serialized_end=3517 - _globals['_GETSTATISTICSRESPONSE']._serialized_start=3519 - _globals['_GETSTATISTICSRESPONSE']._serialized_end=3637 - _globals['_GETCOLLECTIONSTATISTICSREQUEST']._serialized_start=3639 - _globals['_GETCOLLECTIONSTATISTICSREQUEST']._serialized_end=3766 - _globals['_GETCOLLECTIONSTATISTICSRESPONSE']._serialized_start=3769 - _globals['_GETCOLLECTIONSTATISTICSRESPONSE']._serialized_end=3897 - _globals['_SHOWCOLLECTIONSREQUEST']._serialized_start=3900 - _globals['_SHOWCOLLECTIONSREQUEST']._serialized_end=4080 - _globals['_SHOWCOLLECTIONSRESPONSE']._serialized_start=4083 - _globals['_SHOWCOLLECTIONSRESPONSE']._serialized_end=4330 - _globals['_CREATEPARTITIONREQUEST']._serialized_start=4333 - _globals['_CREATEPARTITIONREQUEST']._serialized_end=4476 - _globals['_DROPPARTITIONREQUEST']._serialized_start=4479 - _globals['_DROPPARTITIONREQUEST']._serialized_end=4620 - _globals['_HASPARTITIONREQUEST']._serialized_start=4623 - _globals['_HASPARTITIONREQUEST']._serialized_end=4763 - _globals['_LOADPARTITIONSREQUEST']._serialized_start=4766 - _globals['_LOADPARTITIONSREQUEST']._serialized_end=5029 - _globals['_RELEASEPARTITIONSREQUEST']._serialized_start=5032 - _globals['_RELEASEPARTITIONSREQUEST']._serialized_end=5178 - 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_globals['_PROXYSERVICE']._serialized_end=38618 # @@protoc_insertion_point(module_scope) diff --git a/pymilvus/grpc_gen/milvus_pb2.pyi b/pymilvus/grpc_gen/milvus_pb2.pyi index 643212383..a16f95e70 100644 --- a/pymilvus/grpc_gen/milvus_pb2.pyi +++ b/pymilvus/grpc_gen/milvus_pb2.pyi @@ -245,7 +245,7 @@ class DescribeCollectionRequest(_message.Message): def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., db_name: _Optional[str] = ..., collection_name: _Optional[str] = ..., collectionID: _Optional[int] = ..., time_stamp: _Optional[int] = ...) -> None: ... class DescribeCollectionResponse(_message.Message): - __slots__ = ("status", "schema", "collectionID", "virtual_channel_names", "physical_channel_names", "created_timestamp", "created_utc_timestamp", "shards_num", "aliases", "start_positions", "consistency_level", "collection_name", "properties", "db_name", "num_partitions", "db_id", "request_time") + __slots__ = ("status", "schema", "collectionID", "virtual_channel_names", "physical_channel_names", "created_timestamp", "created_utc_timestamp", "shards_num", "aliases", "start_positions", "consistency_level", "collection_name", "properties", "db_name", "num_partitions", "db_id", "request_time", "update_timestamp") STATUS_FIELD_NUMBER: _ClassVar[int] SCHEMA_FIELD_NUMBER: _ClassVar[int] COLLECTIONID_FIELD_NUMBER: _ClassVar[int] @@ -263,6 +263,7 @@ class DescribeCollectionResponse(_message.Message): NUM_PARTITIONS_FIELD_NUMBER: _ClassVar[int] DB_ID_FIELD_NUMBER: _ClassVar[int] REQUEST_TIME_FIELD_NUMBER: _ClassVar[int] + UPDATE_TIMESTAMP_FIELD_NUMBER: _ClassVar[int] status: _common_pb2.Status schema: _schema_pb2.CollectionSchema collectionID: int @@ -280,7 +281,8 @@ class DescribeCollectionResponse(_message.Message): num_partitions: int db_id: int request_time: int - def __init__(self, status: _Optional[_Union[_common_pb2.Status, _Mapping]] = ..., schema: _Optional[_Union[_schema_pb2.CollectionSchema, _Mapping]] = ..., collectionID: _Optional[int] = ..., virtual_channel_names: _Optional[_Iterable[str]] = ..., physical_channel_names: _Optional[_Iterable[str]] = ..., created_timestamp: _Optional[int] = ..., created_utc_timestamp: _Optional[int] = ..., shards_num: _Optional[int] = ..., aliases: _Optional[_Iterable[str]] = ..., start_positions: _Optional[_Iterable[_Union[_common_pb2.KeyDataPair, _Mapping]]] = ..., consistency_level: _Optional[_Union[_common_pb2.ConsistencyLevel, str]] = ..., collection_name: _Optional[str] = ..., properties: _Optional[_Iterable[_Union[_common_pb2.KeyValuePair, _Mapping]]] = ..., db_name: _Optional[str] = ..., num_partitions: _Optional[int] = ..., db_id: _Optional[int] = ..., request_time: _Optional[int] = ...) -> None: ... + update_timestamp: int + def __init__(self, status: _Optional[_Union[_common_pb2.Status, _Mapping]] = ..., schema: _Optional[_Union[_schema_pb2.CollectionSchema, _Mapping]] = ..., collectionID: _Optional[int] = ..., virtual_channel_names: _Optional[_Iterable[str]] = ..., physical_channel_names: _Optional[_Iterable[str]] = ..., created_timestamp: _Optional[int] = ..., created_utc_timestamp: _Optional[int] = ..., shards_num: _Optional[int] = ..., aliases: _Optional[_Iterable[str]] = ..., start_positions: _Optional[_Iterable[_Union[_common_pb2.KeyDataPair, _Mapping]]] = ..., consistency_level: _Optional[_Union[_common_pb2.ConsistencyLevel, str]] = ..., collection_name: _Optional[str] = ..., properties: _Optional[_Iterable[_Union[_common_pb2.KeyValuePair, _Mapping]]] = ..., db_name: _Optional[str] = ..., num_partitions: _Optional[int] = ..., db_id: _Optional[int] = ..., request_time: _Optional[int] = ..., update_timestamp: _Optional[int] = ...) -> None: ... class LoadCollectionRequest(_message.Message): __slots__ = ("base", "db_name", "collection_name", "replica_number", "resource_groups", "refresh", "load_fields", "skip_load_dynamic_field") @@ -689,7 +691,7 @@ class DropIndexRequest(_message.Message): def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., db_name: _Optional[str] = ..., collection_name: _Optional[str] = ..., field_name: _Optional[str] = ..., index_name: _Optional[str] = ...) -> None: ... class InsertRequest(_message.Message): - __slots__ = ("base", "db_name", "collection_name", "partition_name", "fields_data", "hash_keys", "num_rows") + __slots__ = ("base", "db_name", "collection_name", "partition_name", "fields_data", "hash_keys", "num_rows", "schema_timestamp") BASE_FIELD_NUMBER: _ClassVar[int] DB_NAME_FIELD_NUMBER: _ClassVar[int] COLLECTION_NAME_FIELD_NUMBER: _ClassVar[int] @@ -697,6 +699,7 @@ class InsertRequest(_message.Message): FIELDS_DATA_FIELD_NUMBER: _ClassVar[int] HASH_KEYS_FIELD_NUMBER: _ClassVar[int] NUM_ROWS_FIELD_NUMBER: _ClassVar[int] + SCHEMA_TIMESTAMP_FIELD_NUMBER: _ClassVar[int] base: _common_pb2.MsgBase db_name: str collection_name: str @@ -704,10 +707,11 @@ class InsertRequest(_message.Message): fields_data: _containers.RepeatedCompositeFieldContainer[_schema_pb2.FieldData] hash_keys: _containers.RepeatedScalarFieldContainer[int] num_rows: int - def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., db_name: _Optional[str] = ..., collection_name: _Optional[str] = ..., partition_name: _Optional[str] = ..., fields_data: _Optional[_Iterable[_Union[_schema_pb2.FieldData, _Mapping]]] = ..., hash_keys: _Optional[_Iterable[int]] = ..., num_rows: _Optional[int] = ...) -> None: ... + schema_timestamp: int + def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., db_name: _Optional[str] = ..., collection_name: _Optional[str] = ..., partition_name: _Optional[str] = ..., fields_data: _Optional[_Iterable[_Union[_schema_pb2.FieldData, _Mapping]]] = ..., hash_keys: _Optional[_Iterable[int]] = ..., num_rows: _Optional[int] = ..., schema_timestamp: _Optional[int] = ...) -> None: ... class UpsertRequest(_message.Message): - __slots__ = ("base", "db_name", "collection_name", "partition_name", "fields_data", "hash_keys", "num_rows") + __slots__ = ("base", "db_name", "collection_name", "partition_name", "fields_data", "hash_keys", "num_rows", "schema_timestamp") BASE_FIELD_NUMBER: _ClassVar[int] DB_NAME_FIELD_NUMBER: _ClassVar[int] COLLECTION_NAME_FIELD_NUMBER: _ClassVar[int] @@ -715,6 +719,7 @@ class UpsertRequest(_message.Message): FIELDS_DATA_FIELD_NUMBER: _ClassVar[int] HASH_KEYS_FIELD_NUMBER: _ClassVar[int] NUM_ROWS_FIELD_NUMBER: _ClassVar[int] + SCHEMA_TIMESTAMP_FIELD_NUMBER: _ClassVar[int] base: _common_pb2.MsgBase db_name: str collection_name: str @@ -722,7 +727,8 @@ class UpsertRequest(_message.Message): fields_data: _containers.RepeatedCompositeFieldContainer[_schema_pb2.FieldData] hash_keys: _containers.RepeatedScalarFieldContainer[int] num_rows: int - def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., db_name: _Optional[str] = ..., collection_name: _Optional[str] = ..., partition_name: _Optional[str] = ..., fields_data: _Optional[_Iterable[_Union[_schema_pb2.FieldData, _Mapping]]] = ..., hash_keys: _Optional[_Iterable[int]] = ..., num_rows: _Optional[int] = ...) -> None: ... + schema_timestamp: int + def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., db_name: _Optional[str] = ..., collection_name: _Optional[str] = ..., partition_name: _Optional[str] = ..., fields_data: _Optional[_Iterable[_Union[_schema_pb2.FieldData, _Mapping]]] = ..., hash_keys: _Optional[_Iterable[int]] = ..., num_rows: _Optional[int] = ..., schema_timestamp: _Optional[int] = ...) -> None: ... class MutationResult(_message.Message): __slots__ = ("status", "IDs", "succ_index", "err_index", "acknowledged", "insert_cnt", "delete_cnt", "upsert_cnt", "timestamp") diff --git a/pymilvus/grpc_gen/schema_pb2.py b/pymilvus/grpc_gen/schema_pb2.py index 28a59a3ea..9f5b25c3f 100644 --- a/pymilvus/grpc_gen/schema_pb2.py +++ b/pymilvus/grpc_gen/schema_pb2.py @@ -16,7 +16,7 @@ from 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_globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) @@ -26,12 +26,12 @@ _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']._options = None _globals['_COLLECTIONSCHEMA'].fields_by_name['autoID']._serialized_options = b'\030\001' - _globals['_DATATYPE']._serialized_start=4403 - _globals['_DATATYPE']._serialized_end=4656 - _globals['_FUNCTIONTYPE']._serialized_start=4658 - _globals['_FUNCTIONTYPE']._serialized_end=4714 - _globals['_FIELDSTATE']._serialized_start=4716 - _globals['_FIELDSTATE']._serialized_end=4802 + _globals['_DATATYPE']._serialized_start=4426 + _globals['_DATATYPE']._serialized_end=4695 + _globals['_FUNCTIONTYPE']._serialized_start=4697 + _globals['_FUNCTIONTYPE']._serialized_end=4753 + _globals['_FIELDSTATE']._serialized_start=4755 + _globals['_FIELDSTATE']._serialized_end=4841 _globals['_FIELDSCHEMA']._serialized_start=86 _globals['_FIELDSCHEMA']._serialized_end=630 _globals['_FUNCTIONSCHEMA']._serialized_start=633 @@ -65,25 +65,25 @@ _globals['_SPARSEFLOATARRAY']._serialized_start=2303 _globals['_SPARSEFLOATARRAY']._serialized_end=2352 _globals['_VECTORFIELD']._serialized_start=2355 - _globals['_VECTORFIELD']._serialized_end=2594 - _globals['_FIELDDATA']._serialized_start=2597 - _globals['_FIELDDATA']._serialized_end=2846 - _globals['_IDS']._serialized_start=2848 - _globals['_IDS']._serialized_end=2967 - _globals['_SEARCHITERATORV2RESULTS']._serialized_start=2969 - _globals['_SEARCHITERATORV2RESULTS']._serialized_end=3029 - _globals['_SEARCHRESULTDATA']._serialized_start=3032 - _globals['_SEARCHRESULTDATA']._serialized_end=3474 - _globals['_VECTORCLUSTERINGINFO']._serialized_start=3476 - _globals['_VECTORCLUSTERINGINFO']._serialized_end=3565 - _globals['_SCALARCLUSTERINGINFO']._serialized_start=3567 - _globals['_SCALARCLUSTERINGINFO']._serialized_end=3604 - _globals['_CLUSTERINGINFO']._serialized_start=3607 - _globals['_CLUSTERINGINFO']._serialized_end=3775 - _globals['_TEMPLATEVALUE']._serialized_start=3778 - _globals['_TEMPLATEVALUE']._serialized_end=3946 - _globals['_TEMPLATEARRAYVALUE']._serialized_start=3949 - _globals['_TEMPLATEARRAYVALUE']._serialized_end=4318 - _globals['_TEMPLATEARRAYVALUEARRAY']._serialized_start=4320 - _globals['_TEMPLATEARRAYVALUEARRAY']._serialized_end=4400 + _globals['_VECTORFIELD']._serialized_end=2617 + _globals['_FIELDDATA']._serialized_start=2620 + _globals['_FIELDDATA']._serialized_end=2869 + _globals['_IDS']._serialized_start=2871 + _globals['_IDS']._serialized_end=2990 + _globals['_SEARCHITERATORV2RESULTS']._serialized_start=2992 + _globals['_SEARCHITERATORV2RESULTS']._serialized_end=3052 + _globals['_SEARCHRESULTDATA']._serialized_start=3055 + _globals['_SEARCHRESULTDATA']._serialized_end=3497 + _globals['_VECTORCLUSTERINGINFO']._serialized_start=3499 + _globals['_VECTORCLUSTERINGINFO']._serialized_end=3588 + _globals['_SCALARCLUSTERINGINFO']._serialized_start=3590 + _globals['_SCALARCLUSTERINGINFO']._serialized_end=3627 + _globals['_CLUSTERINGINFO']._serialized_start=3630 + _globals['_CLUSTERINGINFO']._serialized_end=3798 + _globals['_TEMPLATEVALUE']._serialized_start=3801 + _globals['_TEMPLATEVALUE']._serialized_end=3969 + _globals['_TEMPLATEARRAYVALUE']._serialized_start=3972 + _globals['_TEMPLATEARRAYVALUE']._serialized_end=4341 + _globals['_TEMPLATEARRAYVALUEARRAY']._serialized_start=4343 + _globals['_TEMPLATEARRAYVALUEARRAY']._serialized_end=4423 # @@protoc_insertion_point(module_scope) diff --git a/pymilvus/grpc_gen/schema_pb2.pyi b/pymilvus/grpc_gen/schema_pb2.pyi index 123b8eb5a..964b36776 100644 --- a/pymilvus/grpc_gen/schema_pb2.pyi +++ b/pymilvus/grpc_gen/schema_pb2.pyi @@ -28,6 +28,7 @@ class DataType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper): Float16Vector: _ClassVar[DataType] BFloat16Vector: _ClassVar[DataType] SparseFloatVector: _ClassVar[DataType] + Int8Vector: _ClassVar[DataType] class FunctionType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper): __slots__ = () @@ -59,6 +60,7 @@ FloatVector: DataType Float16Vector: DataType BFloat16Vector: DataType SparseFloatVector: DataType +Int8Vector: DataType Unknown: FunctionType BM25: FunctionType TextEmbedding: FunctionType @@ -258,20 +260,22 @@ class SparseFloatArray(_message.Message): def __init__(self, contents: _Optional[_Iterable[bytes]] = ..., dim: _Optional[int] = ...) -> None: ... class VectorField(_message.Message): - __slots__ = ("dim", "float_vector", "binary_vector", "float16_vector", "bfloat16_vector", "sparse_float_vector") + __slots__ = ("dim", "float_vector", "binary_vector", "float16_vector", "bfloat16_vector", "sparse_float_vector", "int8_vector") DIM_FIELD_NUMBER: _ClassVar[int] FLOAT_VECTOR_FIELD_NUMBER: _ClassVar[int] BINARY_VECTOR_FIELD_NUMBER: _ClassVar[int] FLOAT16_VECTOR_FIELD_NUMBER: _ClassVar[int] BFLOAT16_VECTOR_FIELD_NUMBER: _ClassVar[int] SPARSE_FLOAT_VECTOR_FIELD_NUMBER: _ClassVar[int] + INT8_VECTOR_FIELD_NUMBER: _ClassVar[int] dim: int float_vector: FloatArray binary_vector: bytes float16_vector: bytes bfloat16_vector: bytes sparse_float_vector: SparseFloatArray - def __init__(self, dim: _Optional[int] = ..., float_vector: _Optional[_Union[FloatArray, _Mapping]] = ..., binary_vector: _Optional[bytes] = ..., float16_vector: _Optional[bytes] = ..., bfloat16_vector: _Optional[bytes] = ..., sparse_float_vector: _Optional[_Union[SparseFloatArray, _Mapping]] = ...) -> None: ... + int8_vector: bytes + def __init__(self, dim: _Optional[int] = ..., float_vector: _Optional[_Union[FloatArray, _Mapping]] = ..., binary_vector: _Optional[bytes] = ..., float16_vector: _Optional[bytes] = ..., bfloat16_vector: _Optional[bytes] = ..., sparse_float_vector: _Optional[_Union[SparseFloatArray, _Mapping]] = ..., int8_vector: _Optional[bytes] = ...) -> None: ... class FieldData(_message.Message): __slots__ = ("type", "field_name", "scalars", "vectors", "field_id", "is_dynamic", "valid_data")