From c07e656a6be45cf577f0543c0b43c4d6c8811461 Mon Sep 17 00:00:00 2001 From: "zhenshan.cao" Date: Mon, 13 Jan 2025 20:30:51 +0800 Subject: [PATCH] fix: use correct primary field name in Hits (#2559) issue: https://github.com/milvus-io/pymilvus/issues/2558 Signed-off-by: zhenshan.cao --- examples/customize_schema_id.py | 62 +++ pymilvus/client/abstract.py | 21 +- 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 | 24 +- pymilvus/grpc_gen/schema_pb2.py | 56 +-- pymilvus/grpc_gen/schema_pb2.pyi | 14 +- tests/test_abstract.py | 8 +- 10 files changed, 539 insertions(+), 448 deletions(-) create mode 100644 examples/customize_schema_id.py diff --git a/examples/customize_schema_id.py b/examples/customize_schema_id.py new file mode 100644 index 000000000..f78b7fa0f --- /dev/null +++ b/examples/customize_schema_id.py @@ -0,0 +1,62 @@ +import time +import numpy as np +from pymilvus import ( + MilvusClient, + DataType +) + +fmt = "\n=== {:30} ===\n" +dim = 8 +collection_name = "hello_milvus" +milvus_client = MilvusClient("http://localhost:19530") + +has_collection = milvus_client.has_collection(collection_name, timeout=5) +if has_collection: + milvus_client.drop_collection(collection_name) + +schema = milvus_client.create_schema(enable_dynamic_field=True) +schema.add_field("uid", DataType.INT64, is_primary=True) +schema.add_field("embeddings", DataType.FLOAT_VECTOR, dim=dim) +schema.add_field("title", DataType.VARCHAR, max_length=64) +schema.add_field("id", DataType.VARCHAR, max_length=64) + + +index_params = milvus_client.prepare_index_params() +index_params.add_index(field_name = "embeddings", metric_type="L2") +milvus_client.create_collection(collection_name, schema=schema, index_params=index_params, consistency_level="Strong") + +print(fmt.format(" all collections ")) +print(milvus_client.list_collections()) + +print(fmt.format(f"schema of collection {collection_name}")) +print(milvus_client.describe_collection(collection_name)) + +rng = np.random.default_rng(seed=19530) +rows = [ + {"uid": 1, "embeddings": rng.random((1, dim))[0], "a": 100, "title": "t1", "id":"u1"}, + {"uid": 2, "embeddings": rng.random((1, dim))[0], "b": 200, "title": "t2", "id":"u2"}, + {"uid": 3, "embeddings": rng.random((1, dim))[0], "c": 300, "title": "t3", "id":"u3"}, + {"uid": 4, "embeddings": rng.random((1, dim))[0], "d": 400, "title": "t4", "id":"u4"}, + {"uid": 5, "embeddings": rng.random((1, dim))[0], "e": 500, "title": "t5", "id":"u5"}, + {"uid": 6, "embeddings": rng.random((1, dim))[0], "f": 600, "title": "t6", "id":"u6"}, +] + +print(fmt.format("Start inserting entities")) +insert_result = milvus_client.insert(collection_name, rows) +print(fmt.format("Inserting entities done")) +print(insert_result) + + +print(fmt.format("Start load collection ")) +milvus_client.load_collection(collection_name) + +rng = np.random.default_rng(seed=19530) +vectors_to_search = rng.random((1, dim)) + +print(fmt.format(f"Start search with retrieve serveral fields.")) +result = milvus_client.search(collection_name, vectors_to_search, limit=3, output_fields=["id"]) +for hits in result: + for hit in hits: + print(f"hit: {hit}") + +milvus_client.drop_collection(collection_name) diff --git a/pymilvus/client/abstract.py b/pymilvus/client/abstract.py index 918e3925a..ed23ac245 100644 --- a/pymilvus/client/abstract.py +++ b/pymilvus/client/abstract.py @@ -475,6 +475,7 @@ def __init__( self._nq = res.num_queries all_topks = res.topks self.recalls = res.recalls + self._pk_name = res.primary_field_name or "id" self.cost = int(status.extra_info["report_value"] if status and status.extra_info else "0") @@ -500,7 +501,14 @@ def __init__( start, end = nq_thres, nq_thres + topk nq_th_fields = self.get_fields_by_range(start, end, fields_data) data.append( - Hits(topk, all_pks[start:end], all_scores[start:end], nq_th_fields, output_fields) + Hits( + topk, + all_pks[start:end], + all_scores[start:end], + nq_th_fields, + output_fields, + self._pk_name, + ) ) nq_thres += topk self._session_ts = session_ts @@ -673,6 +681,7 @@ def __init__( distances: List[float], fields: Dict[str, Tuple[List[Any], schema_pb2.FieldData]], output_fields: List[str], + pk_name: str, ): """ Args: @@ -681,6 +690,7 @@ def __init__( """ self.ids = pks self.distances = distances + self._pk_name = pk_name all_fields = list(fields.keys()) dynamic_fields = list(set(output_fields) - set(all_fields)) @@ -719,7 +729,7 @@ def __init__( # sparse float vector and other fields curr_field[fname] = data[i] - hits.append(Hit(pks[i], distances[i], curr_field)) + hits.append(Hit(pks[i], distances[i], curr_field, self._pk_name)) super().__init__(hits) @@ -739,10 +749,11 @@ class Hit: distance: float fields: Dict[str, Any] - def __init__(self, pk: Union[int, str], distance: float, fields: Dict[str, Any]): + def __init__(self, pk: Union[int, str], distance: float, fields: Dict[str, Any], pk_name: str): self.id = pk self.distance = distance self.fields = fields + self._pk_name = pk_name def __getattr__(self, item: str): if item not in self.fields: @@ -765,13 +776,13 @@ def get(self, field_name: str) -> Any: return self.fields.get(field_name) def __str__(self) -> str: - return f"id: {self.id}, distance: {self.distance}, entity: {self.fields}" + return f"{self._pk_name}: {self.id}, distance: {self.distance}, entity: {self.fields}" __repr__ = __str__ def to_dict(self): return { - "id": self.id, + self._pk_name: self.id, "distance": self.distance, "entity": self.fields, } diff --git a/pymilvus/grpc_gen/common_pb2.py b/pymilvus/grpc_gen/common_pb2.py index 83f5d601e..15691b0cc 100644 --- a/pymilvus/grpc_gen/common_pb2.py +++ b/pymilvus/grpc_gen/common_pb2.py @@ -15,7 +15,7 @@ from google.protobuf import descriptor_pb2 as google_dot_protobuf_dot_descriptor__pb2 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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..45bab09f8 160000 --- a/pymilvus/grpc_gen/milvus-proto +++ b/pymilvus/grpc_gen/milvus-proto @@ -1 +1 @@ -Subproject commit 410431d7865bccac42bd84aecfbb456634a0face +Subproject commit 45bab09f85bb45b39e9c419e63abb7bf56aece09 diff --git a/pymilvus/grpc_gen/milvus_pb2.py b/pymilvus/grpc_gen/milvus_pb2.py index e00e94d02..991fc8273 100644 --- a/pymilvus/grpc_gen/milvus_pb2.py +++ b/pymilvus/grpc_gen/milvus_pb2.py @@ -20,7 +20,7 @@ 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 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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=28531 + _globals['_SHOWTYPE']._serialized_end=28568 + _globals['_OPERATEPRIVILEGEGROUPTYPE']._serialized_start=28570 + _globals['_OPERATEPRIVILEGEGROUPTYPE']._serialized_end=28654 + _globals['_OPERATEUSERROLETYPE']._serialized_start=28656 + _globals['_OPERATEUSERROLETYPE']._serialized_end=28720 + _globals['_PRIVILEGELEVEL']._serialized_start=28722 + _globals['_PRIVILEGELEVEL']._serialized_end=28781 + _globals['_OPERATEPRIVILEGETYPE']._serialized_start=28783 + _globals['_OPERATEPRIVILEGETYPE']._serialized_end=28828 + _globals['_QUOTASTATE']._serialized_start=28830 + _globals['_QUOTASTATE']._serialized_end=28923 _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=38646 # @@protoc_insertion_point(module_scope) diff --git a/pymilvus/grpc_gen/milvus_pb2.pyi b/pymilvus/grpc_gen/milvus_pb2.pyi index 643212383..4cc233409 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") @@ -994,18 +1000,20 @@ class QueryRequest(_message.Message): def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., db_name: _Optional[str] = ..., collection_name: _Optional[str] = ..., expr: _Optional[str] = ..., output_fields: _Optional[_Iterable[str]] = ..., partition_names: _Optional[_Iterable[str]] = ..., travel_timestamp: _Optional[int] = ..., guarantee_timestamp: _Optional[int] = ..., query_params: _Optional[_Iterable[_Union[_common_pb2.KeyValuePair, _Mapping]]] = ..., not_return_all_meta: bool = ..., consistency_level: _Optional[_Union[_common_pb2.ConsistencyLevel, str]] = ..., use_default_consistency: bool = ..., expr_template_values: _Optional[_Mapping[str, _schema_pb2.TemplateValue]] = ...) -> None: ... class QueryResults(_message.Message): - __slots__ = ("status", "fields_data", "collection_name", "output_fields", "session_ts") + __slots__ = ("status", "fields_data", "collection_name", "output_fields", "session_ts", "primary_field_name") STATUS_FIELD_NUMBER: _ClassVar[int] FIELDS_DATA_FIELD_NUMBER: _ClassVar[int] COLLECTION_NAME_FIELD_NUMBER: _ClassVar[int] OUTPUT_FIELDS_FIELD_NUMBER: _ClassVar[int] SESSION_TS_FIELD_NUMBER: _ClassVar[int] + PRIMARY_FIELD_NAME_FIELD_NUMBER: _ClassVar[int] status: _common_pb2.Status fields_data: _containers.RepeatedCompositeFieldContainer[_schema_pb2.FieldData] collection_name: str output_fields: _containers.RepeatedScalarFieldContainer[str] session_ts: int - def __init__(self, status: _Optional[_Union[_common_pb2.Status, _Mapping]] = ..., fields_data: _Optional[_Iterable[_Union[_schema_pb2.FieldData, _Mapping]]] = ..., collection_name: _Optional[str] = ..., output_fields: _Optional[_Iterable[str]] = ..., session_ts: _Optional[int] = ...) -> None: ... + primary_field_name: str + def __init__(self, status: _Optional[_Union[_common_pb2.Status, _Mapping]] = ..., fields_data: _Optional[_Iterable[_Union[_schema_pb2.FieldData, _Mapping]]] = ..., collection_name: _Optional[str] = ..., output_fields: _Optional[_Iterable[str]] = ..., session_ts: _Optional[int] = ..., primary_field_name: _Optional[str] = ...) -> None: ... class QueryCursor(_message.Message): __slots__ = ("session_ts", "str_pk", 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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=4454 + _globals['_DATATYPE']._serialized_end=4723 + _globals['_FUNCTIONTYPE']._serialized_start=4725 + _globals['_FUNCTIONTYPE']._serialized_end=4781 + _globals['_FIELDSTATE']._serialized_start=4783 + _globals['_FIELDSTATE']._serialized_end=4869 _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=3525 + _globals['_VECTORCLUSTERINGINFO']._serialized_start=3527 + _globals['_VECTORCLUSTERINGINFO']._serialized_end=3616 + _globals['_SCALARCLUSTERINGINFO']._serialized_start=3618 + _globals['_SCALARCLUSTERINGINFO']._serialized_end=3655 + _globals['_CLUSTERINGINFO']._serialized_start=3658 + _globals['_CLUSTERINGINFO']._serialized_end=3826 + _globals['_TEMPLATEVALUE']._serialized_start=3829 + _globals['_TEMPLATEVALUE']._serialized_end=3997 + _globals['_TEMPLATEARRAYVALUE']._serialized_start=4000 + _globals['_TEMPLATEARRAYVALUE']._serialized_end=4369 + _globals['_TEMPLATEARRAYVALUEARRAY']._serialized_start=4371 + _globals['_TEMPLATEARRAYVALUEARRAY']._serialized_end=4451 # @@protoc_insertion_point(module_scope) diff --git a/pymilvus/grpc_gen/schema_pb2.pyi b/pymilvus/grpc_gen/schema_pb2.pyi index 123b8eb5a..62d555793 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") @@ -308,7 +312,7 @@ class SearchIteratorV2Results(_message.Message): def __init__(self, token: _Optional[str] = ..., last_bound: _Optional[float] = ...) -> None: ... class SearchResultData(_message.Message): - __slots__ = ("num_queries", "top_k", "fields_data", "scores", "ids", "topks", "output_fields", "group_by_field_value", "all_search_count", "distances", "search_iterator_v2_results", "recalls") + __slots__ = ("num_queries", "top_k", "fields_data", "scores", "ids", "topks", "output_fields", "group_by_field_value", "all_search_count", "distances", "search_iterator_v2_results", "recalls", "primary_field_name") NUM_QUERIES_FIELD_NUMBER: _ClassVar[int] TOP_K_FIELD_NUMBER: _ClassVar[int] FIELDS_DATA_FIELD_NUMBER: _ClassVar[int] @@ -321,6 +325,7 @@ class SearchResultData(_message.Message): DISTANCES_FIELD_NUMBER: _ClassVar[int] SEARCH_ITERATOR_V2_RESULTS_FIELD_NUMBER: _ClassVar[int] RECALLS_FIELD_NUMBER: _ClassVar[int] + PRIMARY_FIELD_NAME_FIELD_NUMBER: _ClassVar[int] num_queries: int top_k: int fields_data: _containers.RepeatedCompositeFieldContainer[FieldData] @@ -333,7 +338,8 @@ class SearchResultData(_message.Message): distances: _containers.RepeatedScalarFieldContainer[float] search_iterator_v2_results: SearchIteratorV2Results recalls: _containers.RepeatedScalarFieldContainer[float] - 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]] = ..., all_search_count: _Optional[int] = ..., distances: _Optional[_Iterable[float]] = ..., search_iterator_v2_results: _Optional[_Union[SearchIteratorV2Results, _Mapping]] = ..., recalls: _Optional[_Iterable[float]] = ...) -> None: ... + primary_field_name: str + 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]] = ..., all_search_count: _Optional[int] = ..., distances: _Optional[_Iterable[float]] = ..., search_iterator_v2_results: _Optional[_Union[SearchIteratorV2Results, _Mapping]] = ..., recalls: _Optional[_Iterable[float]] = ..., primary_field_name: _Optional[str] = ...) -> None: ... class VectorClusteringInfo(_message.Message): __slots__ = ("field", "centroid") diff --git a/tests/test_abstract.py b/tests/test_abstract.py index 0edb9099b..8a7d4a239 100644 --- a/tests/test_abstract.py +++ b/tests/test_abstract.py @@ -17,7 +17,7 @@ class TestHit: ]) def test_hit_no_fields(self, pk_dist: List[Tuple]): pk, dist = pk_dist - h = Hit(pk, dist, {}) + h = Hit(pk, dist, {}, "id") assert h.id == pk assert h.score == dist assert h.distance == dist @@ -30,9 +30,9 @@ def test_hit_no_fields(self, pk_dist: List[Tuple]): } @pytest.mark.parametrize("pk_dist_fields", [ - (1, 0.1, {"vector": [1., 2., 3., 4.], "description": "This is a test", 'd_a': "dynamic a"}), - (2, 0.3, {"vector": [3., 4., 5., 6.], "description": "This is a test too", 'd_b': "dynamic b"}), - ("a", 0.4, {"vector": [4., 4., 4., 4.], "description": "This is a third test", 'd_a': "dynamic a twice"}), + (1, 0.1, {"vector": [1., 2., 3., 4.], "description": "This is a test", 'd_a': "dynamic a"},"id"), + (2, 0.3, {"vector": [3., 4., 5., 6.], "description": "This is a test too", 'd_b': "dynamic b"}, "id"), + ("a", 0.4, {"vector": [4., 4., 4., 4.], "description": "This is a third test", 'd_a': "dynamic a twice"}, "id"), ]) def test_hit_with_fields(self, pk_dist_fields: List[Tuple]): h = Hit(*pk_dist_fields)