Support python3.12

https://docs.python.org/dev/whatsnew/3.12.html

Signed-off-by: yangxuan <xuan.yang@zilliz.com>

.github/mergify.yml

@@ -7,9 +7,9 @@ pull_request_rules:
       - "status-success=Run Python Tests (3.8)"
       - "status-success=Run Check Proto (3.8)"
       - "status-success=Code lint check (3.8)"
-      - "status-success=Run Python Tests (3.11)"
-      - "status-success=Run Check Proto (3.11)"
-      - "status-success=Code lint check (3.11)"
+      - "status-success=Run Python Tests (3.12)"
+      - "status-success=Run Check Proto (3.12)"
+      - "status-success=Code lint check (3.12)"
     actions:
       label:
         add:

.github/workflows/check_milvus_proto.yml

@@ -11,7 +11,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [3.8, 3.11]
+        python-version: [3.8, 3.12]
     steps:
     - uses: actions/checkout@v2
     - name: Set up Python ${{ matrix.python-version }}

.github/workflows/code_checker.yml

@@ -11,7 +11,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [3.8, 3.11]
+        python-version: [3.8, 3.12]
     steps:
       - name: Checkout code
         uses: actions/checkout@v2

.github/workflows/publish_dev_package.yml

@@ -17,10 +17,10 @@ jobs:
       run: |
           git fetch --prune --unshallow
           git fetch --depth=1 origin +refs/tags/*:refs/tags/*
-    - name: Set up Python 3.11
+    - name: Set up Python 3.12
       uses: actions/setup-python@v4
       with:
-        python-version: 3.11
+        python-version: 3.12
     - name: Install pypa/build
       run: >-
         python -m

.github/workflows/publish_on_release.yml

@@ -16,10 +16,10 @@ jobs:
       run: |
           git fetch --prune --unshallow
           git fetch --depth=1 origin +refs/tags/*:refs/tags/*
-    - name: Set up Python 3.11
+    - name: Set up Python 3.12
       uses: actions/setup-python@v4
       with:
-        python-version: 3.11
+        python-version: 3.12
     - name: Install pypa/build
       run: >-
         python -m

.github/workflows/pull_request.yml

@@ -11,7 +11,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [3.8, 3.11]
+        python-version: [3.8, 3.12]
 
     steps:
       - name: Checkout code

pymilvus/grpc_gen/common_pb2.pyi

@@ -8,7 +8,7 @@ from typing import ClassVar as _ClassVar, Iterable as _Iterable, Mapping as _Map
 DESCRIPTOR: _descriptor.FileDescriptor
 
 class ErrorCode(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
-    __slots__ = []
+    __slots__ = ()
     Success: _ClassVar[ErrorCode]
     UnexpectedError: _ClassVar[ErrorCode]
     ConnectFailed: _ClassVar[ErrorCode]
@@ -70,7 +70,7 @@ class ErrorCode(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
     DDRequestRace: _ClassVar[ErrorCode]
 
 class IndexState(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
-    __slots__ = []
+    __slots__ = ()
     IndexStateNone: _ClassVar[IndexState]
     Unissued: _ClassVar[IndexState]
     InProgress: _ClassVar[IndexState]
@@ -79,7 +79,7 @@ class IndexState(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
     Retry: _ClassVar[IndexState]
 
 class SegmentState(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
-    __slots__ = []
+    __slots__ = ()
     SegmentStateNone: _ClassVar[SegmentState]
     NotExist: _ClassVar[SegmentState]
     Growing: _ClassVar[SegmentState]
@@ -90,7 +90,7 @@ class SegmentState(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
     Importing: _ClassVar[SegmentState]
 
 class PlaceholderType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
-    __slots__ = []
+    __slots__ = ()
     None: _ClassVar[PlaceholderType]
     BinaryVector: _ClassVar[PlaceholderType]
     FloatVector: _ClassVar[PlaceholderType]
@@ -100,7 +100,7 @@ class PlaceholderType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
     VarChar: _ClassVar[PlaceholderType]
 
 class MsgType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
-    __slots__ = []
+    __slots__ = ()
     Undefined: _ClassVar[MsgType]
     CreateCollection: _ClassVar[MsgType]
     DropCollection: _ClassVar[MsgType]
@@ -204,26 +204,26 @@ class MsgType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
     ListDatabases: _ClassVar[MsgType]
 
 class DslType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
-    __slots__ = []
+    __slots__ = ()
     Dsl: _ClassVar[DslType]
     BoolExprV1: _ClassVar[DslType]
 
 class CompactionState(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
-    __slots__ = []
+    __slots__ = ()
     UndefiedState: _ClassVar[CompactionState]
     Executing: _ClassVar[CompactionState]
     Completed: _ClassVar[CompactionState]
 
 class ConsistencyLevel(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
-    __slots__ = []
+    __slots__ = ()
     Strong: _ClassVar[ConsistencyLevel]
     Session: _ClassVar[ConsistencyLevel]
     Bounded: _ClassVar[ConsistencyLevel]
     Eventually: _ClassVar[ConsistencyLevel]
     Customized: _ClassVar[ConsistencyLevel]
 
 class ImportState(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
-    __slots__ = []
+    __slots__ = ()
     ImportPending: _ClassVar[ImportState]
     ImportFailed: _ClassVar[ImportState]
     ImportStarted: _ClassVar[ImportState]
@@ -233,13 +233,13 @@ class ImportState(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
     ImportFailedAndCleaned: _ClassVar[ImportState]
 
 class ObjectType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
-    __slots__ = []
+    __slots__ = ()
     Collection: _ClassVar[ObjectType]
     Global: _ClassVar[ObjectType]
     User: _ClassVar[ObjectType]
 
 class ObjectPrivilege(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
-    __slots__ = []
+    __slots__ = ()
     PrivilegeAll: _ClassVar[ObjectPrivilege]
     PrivilegeCreateCollection: _ClassVar[ObjectPrivilege]
     PrivilegeDropCollection: _ClassVar[ObjectPrivilege]
@@ -286,15 +286,15 @@ class ObjectPrivilege(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
     PrivilegeGetFlushState: _ClassVar[ObjectPrivilege]
 
 class StateCode(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
-    __slots__ = []
+    __slots__ = ()
     Initializing: _ClassVar[StateCode]
     Healthy: _ClassVar[StateCode]
     Abnormal: _ClassVar[StateCode]
     StandBy: _ClassVar[StateCode]
     Stopping: _ClassVar[StateCode]
 
 class LoadState(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
-    __slots__ = []
+    __slots__ = ()
     LoadStateNotExist: _ClassVar[LoadState]
     LoadStateNotLoad: _ClassVar[LoadState]
     LoadStateLoading: _ClassVar[LoadState]
@@ -557,7 +557,7 @@ PRIVILEGE_EXT_OBJ_FIELD_NUMBER: _ClassVar[int]
 privilege_ext_obj: _descriptor.FieldDescriptor
 
 class Status(_message.Message):
-    __slots__ = ["error_code", "reason", "code", "retriable", "detail"]
+    __slots__ = ("error_code", "reason", "code", "retriable", "detail")
     ERROR_CODE_FIELD_NUMBER: _ClassVar[int]
     REASON_FIELD_NUMBER: _ClassVar[int]
     CODE_FIELD_NUMBER: _ClassVar[int]
@@ -571,29 +571,29 @@ class Status(_message.Message):
     def __init__(self, error_code: _Optional[_Union[ErrorCode, str]] = ..., reason: _Optional[str] = ..., code: _Optional[int] = ..., retriable: bool = ..., detail: _Optional[str] = ...) -> None: ...
 
 class KeyValuePair(_message.Message):
-    __slots__ = ["key", "value"]
+    __slots__ = ("key", "value")
     KEY_FIELD_NUMBER: _ClassVar[int]
     VALUE_FIELD_NUMBER: _ClassVar[int]
     key: str
     value: str
     def __init__(self, key: _Optional[str] = ..., value: _Optional[str] = ...) -> None: ...
 
 class KeyDataPair(_message.Message):
-    __slots__ = ["key", "data"]
+    __slots__ = ("key", "data")
     KEY_FIELD_NUMBER: _ClassVar[int]
     DATA_FIELD_NUMBER: _ClassVar[int]
     key: str
     data: bytes
     def __init__(self, key: _Optional[str] = ..., data: _Optional[bytes] = ...) -> None: ...
 
 class Blob(_message.Message):
-    __slots__ = ["value"]
+    __slots__ = ("value",)
     VALUE_FIELD_NUMBER: _ClassVar[int]
     value: bytes
     def __init__(self, value: _Optional[bytes] = ...) -> None: ...
 
 class PlaceholderValue(_message.Message):
-    __slots__ = ["tag", "type", "values"]
+    __slots__ = ("tag", "type", "values")
     TAG_FIELD_NUMBER: _ClassVar[int]
     TYPE_FIELD_NUMBER: _ClassVar[int]
     VALUES_FIELD_NUMBER: _ClassVar[int]
@@ -603,23 +603,23 @@ class PlaceholderValue(_message.Message):
     def __init__(self, tag: _Optional[str] = ..., type: _Optional[_Union[PlaceholderType, str]] = ..., values: _Optional[_Iterable[bytes]] = ...) -> None: ...
 
 class PlaceholderGroup(_message.Message):
-    __slots__ = ["placeholders"]
+    __slots__ = ("placeholders",)
     PLACEHOLDERS_FIELD_NUMBER: _ClassVar[int]
     placeholders: _containers.RepeatedCompositeFieldContainer[PlaceholderValue]
     def __init__(self, placeholders: _Optional[_Iterable[_Union[PlaceholderValue, _Mapping]]] = ...) -> None: ...
 
 class Address(_message.Message):
-    __slots__ = ["ip", "port"]
+    __slots__ = ("ip", "port")
     IP_FIELD_NUMBER: _ClassVar[int]
     PORT_FIELD_NUMBER: _ClassVar[int]
     ip: str
     port: int
     def __init__(self, ip: _Optional[str] = ..., port: _Optional[int] = ...) -> None: ...
 
 class MsgBase(_message.Message):
-    __slots__ = ["msg_type", "msgID", "timestamp", "sourceID", "targetID", "properties", "replicateInfo"]
+    __slots__ = ("msg_type", "msgID", "timestamp", "sourceID", "targetID", "properties", "replicateInfo")
     class PropertiesEntry(_message.Message):
-        __slots__ = ["key", "value"]
+        __slots__ = ("key", "value")
         KEY_FIELD_NUMBER: _ClassVar[int]
         VALUE_FIELD_NUMBER: _ClassVar[int]
         key: str
@@ -642,29 +642,29 @@ class MsgBase(_message.Message):
     def __init__(self, msg_type: _Optional[_Union[MsgType, str]] = ..., msgID: _Optional[int] = ..., timestamp: _Optional[int] = ..., sourceID: _Optional[int] = ..., targetID: _Optional[int] = ..., properties: _Optional[_Mapping[str, str]] = ..., replicateInfo: _Optional[_Union[ReplicateInfo, _Mapping]] = ...) -> None: ...
 
 class ReplicateInfo(_message.Message):
-    __slots__ = ["isReplicate", "msgTimestamp"]
+    __slots__ = ("isReplicate", "msgTimestamp")
     ISREPLICATE_FIELD_NUMBER: _ClassVar[int]
     MSGTIMESTAMP_FIELD_NUMBER: _ClassVar[int]
     isReplicate: bool
     msgTimestamp: int
     def __init__(self, isReplicate: bool = ..., msgTimestamp: _Optional[int] = ...) -> None: ...
 
 class MsgHeader(_message.Message):
-    __slots__ = ["base"]
+    __slots__ = ("base",)
     BASE_FIELD_NUMBER: _ClassVar[int]
     base: MsgBase
     def __init__(self, base: _Optional[_Union[MsgBase, _Mapping]] = ...) -> None: ...
 
 class DMLMsgHeader(_message.Message):
-    __slots__ = ["base", "shardName"]
+    __slots__ = ("base", "shardName")
     BASE_FIELD_NUMBER: _ClassVar[int]
     SHARDNAME_FIELD_NUMBER: _ClassVar[int]
     base: MsgBase
     shardName: str
     def __init__(self, base: _Optional[_Union[MsgBase, _Mapping]] = ..., shardName: _Optional[str] = ...) -> None: ...
 
 class PrivilegeExt(_message.Message):
-    __slots__ = ["object_type", "object_privilege", "object_name_index", "object_name_indexs"]
+    __slots__ = ("object_type", "object_privilege", "object_name_index", "object_name_indexs")
     OBJECT_TYPE_FIELD_NUMBER: _ClassVar[int]
     OBJECT_PRIVILEGE_FIELD_NUMBER: _ClassVar[int]
     OBJECT_NAME_INDEX_FIELD_NUMBER: _ClassVar[int]
@@ -676,17 +676,17 @@ class PrivilegeExt(_message.Message):
     def __init__(self, object_type: _Optional[_Union[ObjectType, str]] = ..., object_privilege: _Optional[_Union[ObjectPrivilege, str]] = ..., object_name_index: _Optional[int] = ..., object_name_indexs: _Optional[int] = ...) -> None: ...
 
 class SegmentStats(_message.Message):
-    __slots__ = ["SegmentID", "NumRows"]
+    __slots__ = ("SegmentID", "NumRows")
     SEGMENTID_FIELD_NUMBER: _ClassVar[int]
     NUMROWS_FIELD_NUMBER: _ClassVar[int]
     SegmentID: int
     NumRows: int
     def __init__(self, SegmentID: _Optional[int] = ..., NumRows: _Optional[int] = ...) -> None: ...
 
 class ClientInfo(_message.Message):
-    __slots__ = ["sdk_type", "sdk_version", "local_time", "user", "host", "reserved"]
+    __slots__ = ("sdk_type", "sdk_version", "local_time", "user", "host", "reserved")
     class ReservedEntry(_message.Message):
-        __slots__ = ["key", "value"]
+        __slots__ = ("key", "value")
         KEY_FIELD_NUMBER: _ClassVar[int]
         VALUE_FIELD_NUMBER: _ClassVar[int]
         key: str
@@ -707,9 +707,9 @@ class ClientInfo(_message.Message):
     def __init__(self, sdk_type: _Optional[str] = ..., sdk_version: _Optional[str] = ..., local_time: _Optional[str] = ..., user: _Optional[str] = ..., host: _Optional[str] = ..., reserved: _Optional[_Mapping[str, str]] = ...) -> None: ...
 
 class ServerInfo(_message.Message):
-    __slots__ = ["build_tags", "build_time", "git_commit", "go_version", "deploy_mode", "reserved"]
+    __slots__ = ("build_tags", "build_time", "git_commit", "go_version", "deploy_mode", "reserved")
     class ReservedEntry(_message.Message):
-        __slots__ = ["key", "value"]
+        __slots__ = ("key", "value")
         KEY_FIELD_NUMBER: _ClassVar[int]
         VALUE_FIELD_NUMBER: _ClassVar[int]
         key: str

pymilvus/grpc_gen/feder_pb2.pyi

@@ -7,23 +7,23 @@ from typing import ClassVar as _ClassVar, Iterable as _Iterable, Mapping as _Map
 DESCRIPTOR: _descriptor.FileDescriptor
 
 class SegmentIndexData(_message.Message):
-    __slots__ = ["segmentID", "index_data"]
+    __slots__ = ("segmentID", "index_data")
     SEGMENTID_FIELD_NUMBER: _ClassVar[int]
     INDEX_DATA_FIELD_NUMBER: _ClassVar[int]
     segmentID: int
     index_data: str
     def __init__(self, segmentID: _Optional[int] = ..., index_data: _Optional[str] = ...) -> None: ...
 
 class FederSegmentSearchResult(_message.Message):
-    __slots__ = ["segmentID", "visit_info"]
+    __slots__ = ("segmentID", "visit_info")
     SEGMENTID_FIELD_NUMBER: _ClassVar[int]
     VISIT_INFO_FIELD_NUMBER: _ClassVar[int]
     segmentID: int
     visit_info: str
     def __init__(self, segmentID: _Optional[int] = ..., visit_info: _Optional[str] = ...) -> None: ...
 
 class ListIndexedSegmentRequest(_message.Message):
-    __slots__ = ["base", "collection_name", "index_name"]
+    __slots__ = ("base", "collection_name", "index_name")
     BASE_FIELD_NUMBER: _ClassVar[int]
     COLLECTION_NAME_FIELD_NUMBER: _ClassVar[int]
     INDEX_NAME_FIELD_NUMBER: _ClassVar[int]
@@ -33,15 +33,15 @@ class ListIndexedSegmentRequest(_message.Message):
     def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., collection_name: _Optional[str] = ..., index_name: _Optional[str] = ...) -> None: ...
 
 class ListIndexedSegmentResponse(_message.Message):
-    __slots__ = ["status", "segmentIDs"]
+    __slots__ = ("status", "segmentIDs")
     STATUS_FIELD_NUMBER: _ClassVar[int]
     SEGMENTIDS_FIELD_NUMBER: _ClassVar[int]
     status: _common_pb2.Status
     segmentIDs: _containers.RepeatedScalarFieldContainer[int]
     def __init__(self, status: _Optional[_Union[_common_pb2.Status, _Mapping]] = ..., segmentIDs: _Optional[_Iterable[int]] = ...) -> None: ...
 
 class DescribeSegmentIndexDataRequest(_message.Message):
-    __slots__ = ["base", "collection_name", "index_name", "segmentsIDs"]
+    __slots__ = ("base", "collection_name", "index_name", "segmentsIDs")
     BASE_FIELD_NUMBER: _ClassVar[int]
     COLLECTION_NAME_FIELD_NUMBER: _ClassVar[int]
     INDEX_NAME_FIELD_NUMBER: _ClassVar[int]
@@ -53,9 +53,9 @@ class DescribeSegmentIndexDataRequest(_message.Message):
     def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., collection_name: _Optional[str] = ..., index_name: _Optional[str] = ..., segmentsIDs: _Optional[_Iterable[int]] = ...) -> None: ...
 
 class DescribeSegmentIndexDataResponse(_message.Message):
-    __slots__ = ["status", "index_data", "index_params"]
+    __slots__ = ("status", "index_data", "index_params")
     class IndexDataEntry(_message.Message):
-        __slots__ = ["key", "value"]
+        __slots__ = ("key", "value")
         KEY_FIELD_NUMBER: _ClassVar[int]
         VALUE_FIELD_NUMBER: _ClassVar[int]
         key: int

pymilvus/grpc_gen/msg_pb2.pyi

@@ -9,14 +9,14 @@ from typing import ClassVar as _ClassVar, Iterable as _Iterable, Mapping as _Map
 DESCRIPTOR: _descriptor.FileDescriptor
 
 class InsertDataVersion(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
-    __slots__ = []
+    __slots__ = ()
     RowBased: _ClassVar[InsertDataVersion]
     ColumnBased: _ClassVar[InsertDataVersion]
 RowBased: InsertDataVersion
 ColumnBased: InsertDataVersion
 
 class InsertRequest(_message.Message):
-    __slots__ = ["base", "shardName", "db_name", "collection_name", "partition_name", "dbID", "collectionID", "partitionID", "segmentID", "timestamps", "rowIDs", "row_data", "fields_data", "num_rows", "version"]
+    __slots__ = ("base", "shardName", "db_name", "collection_name", "partition_name", "dbID", "collectionID", "partitionID", "segmentID", "timestamps", "rowIDs", "row_data", "fields_data", "num_rows", "version")
     BASE_FIELD_NUMBER: _ClassVar[int]
     SHARDNAME_FIELD_NUMBER: _ClassVar[int]
     DB_NAME_FIELD_NUMBER: _ClassVar[int]
@@ -50,7 +50,7 @@ class InsertRequest(_message.Message):
     def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., shardName: _Optional[str] = ..., db_name: _Optional[str] = ..., collection_name: _Optional[str] = ..., partition_name: _Optional[str] = ..., dbID: _Optional[int] = ..., collectionID: _Optional[int] = ..., partitionID: _Optional[int] = ..., segmentID: _Optional[int] = ..., timestamps: _Optional[_Iterable[int]] = ..., rowIDs: _Optional[_Iterable[int]] = ..., row_data: _Optional[_Iterable[_Union[_common_pb2.Blob, _Mapping]]] = ..., fields_data: _Optional[_Iterable[_Union[_schema_pb2.FieldData, _Mapping]]] = ..., num_rows: _Optional[int] = ..., version: _Optional[_Union[InsertDataVersion, str]] = ...) -> None: ...
 
 class DeleteRequest(_message.Message):
-    __slots__ = ["base", "shardName", "db_name", "collection_name", "partition_name", "dbID", "collectionID", "partitionID", "int64_primary_keys", "timestamps", "num_rows", "primary_keys"]
+    __slots__ = ("base", "shardName", "db_name", "collection_name", "partition_name", "dbID", "collectionID", "partitionID", "int64_primary_keys", "timestamps", "num_rows", "primary_keys")
     BASE_FIELD_NUMBER: _ClassVar[int]
     SHARDNAME_FIELD_NUMBER: _ClassVar[int]
     DB_NAME_FIELD_NUMBER: _ClassVar[int]
@@ -78,7 +78,7 @@ class DeleteRequest(_message.Message):
     def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., shardName: _Optional[str] = ..., db_name: _Optional[str] = ..., collection_name: _Optional[str] = ..., partition_name: _Optional[str] = ..., dbID: _Optional[int] = ..., collectionID: _Optional[int] = ..., partitionID: _Optional[int] = ..., int64_primary_keys: _Optional[_Iterable[int]] = ..., timestamps: _Optional[_Iterable[int]] = ..., num_rows: _Optional[int] = ..., primary_keys: _Optional[_Union[_schema_pb2.IDs, _Mapping]] = ...) -> None: ...
 
 class MsgPosition(_message.Message):
-    __slots__ = ["channel_name", "msgID", "msgGroup", "timestamp"]
+    __slots__ = ("channel_name", "msgID", "msgGroup", "timestamp")
     CHANNEL_NAME_FIELD_NUMBER: _ClassVar[int]
     MSGID_FIELD_NUMBER: _ClassVar[int]
     MSGGROUP_FIELD_NUMBER: _ClassVar[int]
@@ -90,7 +90,7 @@ class MsgPosition(_message.Message):
     def __init__(self, channel_name: _Optional[str] = ..., msgID: _Optional[bytes] = ..., msgGroup: _Optional[str] = ..., timestamp: _Optional[int] = ...) -> None: ...
 
 class CreateCollectionRequest(_message.Message):
-    __slots__ = ["base", "db_name", "collectionName", "partitionName", "dbID", "collectionID", "partitionID", "schema", "virtualChannelNames", "physicalChannelNames", "partitionIDs"]
+    __slots__ = ("base", "db_name", "collectionName", "partitionName", "dbID", "collectionID", "partitionID", "schema", "virtualChannelNames", "physicalChannelNames", "partitionIDs")
     BASE_FIELD_NUMBER: _ClassVar[int]
     DB_NAME_FIELD_NUMBER: _ClassVar[int]
     COLLECTIONNAME_FIELD_NUMBER: _ClassVar[int]
@@ -116,7 +116,7 @@ class CreateCollectionRequest(_message.Message):
     def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., db_name: _Optional[str] = ..., collectionName: _Optional[str] = ..., partitionName: _Optional[str] = ..., dbID: _Optional[int] = ..., collectionID: _Optional[int] = ..., partitionID: _Optional[int] = ..., schema: _Optional[bytes] = ..., virtualChannelNames: _Optional[_Iterable[str]] = ..., physicalChannelNames: _Optional[_Iterable[str]] = ..., partitionIDs: _Optional[_Iterable[int]] = ...) -> None: ...
 
 class DropCollectionRequest(_message.Message):
-    __slots__ = ["base", "db_name", "collectionName", "dbID", "collectionID"]
+    __slots__ = ("base", "db_name", "collectionName", "dbID", "collectionID")
     BASE_FIELD_NUMBER: _ClassVar[int]
     DB_NAME_FIELD_NUMBER: _ClassVar[int]
     COLLECTIONNAME_FIELD_NUMBER: _ClassVar[int]
@@ -130,7 +130,7 @@ class DropCollectionRequest(_message.Message):
     def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., db_name: _Optional[str] = ..., collectionName: _Optional[str] = ..., dbID: _Optional[int] = ..., collectionID: _Optional[int] = ...) -> None: ...
 
 class CreatePartitionRequest(_message.Message):
-    __slots__ = ["base", "db_name", "collection_name", "partition_name", "dbID", "collectionID", "partitionID"]
+    __slots__ = ("base", "db_name", "collection_name", "partition_name", "dbID", "collectionID", "partitionID")
     BASE_FIELD_NUMBER: _ClassVar[int]
     DB_NAME_FIELD_NUMBER: _ClassVar[int]
     COLLECTION_NAME_FIELD_NUMBER: _ClassVar[int]
@@ -148,7 +148,7 @@ class CreatePartitionRequest(_message.Message):
     def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., db_name: _Optional[str] = ..., collection_name: _Optional[str] = ..., partition_name: _Optional[str] = ..., dbID: _Optional[int] = ..., collectionID: _Optional[int] = ..., partitionID: _Optional[int] = ...) -> None: ...
 
 class DropPartitionRequest(_message.Message):
-    __slots__ = ["base", "db_name", "collection_name", "partition_name", "dbID", "collectionID", "partitionID"]
+    __slots__ = ("base", "db_name", "collection_name", "partition_name", "dbID", "collectionID", "partitionID")
     BASE_FIELD_NUMBER: _ClassVar[int]
     DB_NAME_FIELD_NUMBER: _ClassVar[int]
     COLLECTION_NAME_FIELD_NUMBER: _ClassVar[int]
@@ -166,13 +166,13 @@ class DropPartitionRequest(_message.Message):
     def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ..., db_name: _Optional[str] = ..., collection_name: _Optional[str] = ..., partition_name: _Optional[str] = ..., dbID: _Optional[int] = ..., collectionID: _Optional[int] = ..., partitionID: _Optional[int] = ...) -> None: ...
 
 class TimeTickMsg(_message.Message):
-    __slots__ = ["base"]
+    __slots__ = ("base",)
     BASE_FIELD_NUMBER: _ClassVar[int]
     base: _common_pb2.MsgBase
     def __init__(self, base: _Optional[_Union[_common_pb2.MsgBase, _Mapping]] = ...) -> None: ...
 
 class DataNodeTtMsg(_message.Message):
-    __slots__ = ["base", "channel_name", "timestamp", "segments_stats"]
+    __slots__ = ("base", "channel_name", "timestamp", "segments_stats")
     BASE_FIELD_NUMBER: _ClassVar[int]
     CHANNEL_NAME_FIELD_NUMBER: _ClassVar[int]
     TIMESTAMP_FIELD_NUMBER: _ClassVar[int]

pymilvus/grpc_gen/schema_pb2.pyi

@@ -9,7 +9,7 @@ from typing import ClassVar as _ClassVar, Iterable as _Iterable, Mapping as _Map
 DESCRIPTOR: _descriptor.FileDescriptor
 
 class DataType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
-    __slots__ = []
+    __slots__ = ()
     None: _ClassVar[DataType]
     Bool: _ClassVar[DataType]
     Int8: _ClassVar[DataType]
@@ -28,7 +28,7 @@ class DataType(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
     BFloat16Vector: _ClassVar[DataType]
 
 class FieldState(int, metaclass=_enum_type_wrapper.EnumTypeWrapper):
-    __slots__ = []
+    __slots__ = ()
     FieldCreated: _ClassVar[FieldState]
     FieldCreating: _ClassVar[FieldState]
     FieldDropping: _ClassVar[FieldState]
@@ -55,7 +55,7 @@ FieldDropping: FieldState
 FieldDropped: FieldState
 
 class FieldSchema(_message.Message):
-    __slots__ = ["fieldID", "name", "is_primary_key", "description", "data_type", "type_params", "index_params", "autoID", "state", "element_type", "default_value", "is_dynamic", "is_partition_key"]
+    __slots__ = ("fieldID", "name", "is_primary_key", "description", "data_type", "type_params", "index_params", "autoID", "state", "element_type", "default_value", "is_dynamic", "is_partition_key")
     FIELDID_FIELD_NUMBER: _ClassVar[int]
     NAME_FIELD_NUMBER: _ClassVar[int]
     IS_PRIMARY_KEY_FIELD_NUMBER: _ClassVar[int]
@@ -85,7 +85,7 @@ class FieldSchema(_message.Message):
     def __init__(self, fieldID: _Optional[int] = ..., name: _Optional[str] = ..., is_primary_key: bool = ..., description: _Optional[str] = ..., data_type: _Optional[_Union[DataType, str]] = ..., type_params: _Optional[_Iterable[_Union[_common_pb2.KeyValuePair, _Mapping]]] = ..., index_params: _Optional[_Iterable[_Union[_common_pb2.KeyValuePair, _Mapping]]] = ..., autoID: bool = ..., state: _Optional[_Union[FieldState, str]] = ..., element_type: _Optional[_Union[DataType, str]] = ..., default_value: _Optional[_Union[ValueField, _Mapping]] = ..., is_dynamic: bool = ..., is_partition_key: bool = ...) -> None: ...
 
 class CollectionSchema(_message.Message):
-    __slots__ = ["name", "description", "autoID", "fields", "enable_dynamic_field"]
+    __slots__ = ("name", "description", "autoID", "fields", "enable_dynamic_field")
     NAME_FIELD_NUMBER: _ClassVar[int]
     DESCRIPTION_FIELD_NUMBER: _ClassVar[int]
     AUTOID_FIELD_NUMBER: _ClassVar[int]
@@ -99,63 +99,63 @@ class CollectionSchema(_message.Message):
     def __init__(self, name: _Optional[str] = ..., description: _Optional[str] = ..., autoID: bool = ..., fields: _Optional[_Iterable[_Union[FieldSchema, _Mapping]]] = ..., enable_dynamic_field: bool = ...) -> None: ...
 
 class BoolArray(_message.Message):
-    __slots__ = ["data"]
+    __slots__ = ("data",)
     DATA_FIELD_NUMBER: _ClassVar[int]
     data: _containers.RepeatedScalarFieldContainer[bool]
     def __init__(self, data: _Optional[_Iterable[bool]] = ...) -> None: ...
 
 class IntArray(_message.Message):
-    __slots__ = ["data"]
+    __slots__ = ("data",)
     DATA_FIELD_NUMBER: _ClassVar[int]
     data: _containers.RepeatedScalarFieldContainer[int]
     def __init__(self, data: _Optional[_Iterable[int]] = ...) -> None: ...
 
 class LongArray(_message.Message):
-    __slots__ = ["data"]
+    __slots__ = ("data",)
     DATA_FIELD_NUMBER: _ClassVar[int]
     data: _containers.RepeatedScalarFieldContainer[int]
     def __init__(self, data: _Optional[_Iterable[int]] = ...) -> None: ...
 
 class FloatArray(_message.Message):
-    __slots__ = ["data"]
+    __slots__ = ("data",)
     DATA_FIELD_NUMBER: _ClassVar[int]
     data: _containers.RepeatedScalarFieldContainer[float]
     def __init__(self, data: _Optional[_Iterable[float]] = ...) -> None: ...
 
 class DoubleArray(_message.Message):
-    __slots__ = ["data"]
+    __slots__ = ("data",)
     DATA_FIELD_NUMBER: _ClassVar[int]
     data: _containers.RepeatedScalarFieldContainer[float]
     def __init__(self, data: _Optional[_Iterable[float]] = ...) -> None: ...
 
 class BytesArray(_message.Message):
-    __slots__ = ["data"]
+    __slots__ = ("data",)
     DATA_FIELD_NUMBER: _ClassVar[int]
     data: _containers.RepeatedScalarFieldContainer[bytes]
     def __init__(self, data: _Optional[_Iterable[bytes]] = ...) -> None: ...
 
 class StringArray(_message.Message):
-    __slots__ = ["data"]
+    __slots__ = ("data",)
     DATA_FIELD_NUMBER: _ClassVar[int]
     data: _containers.RepeatedScalarFieldContainer[str]
     def __init__(self, data: _Optional[_Iterable[str]] = ...) -> None: ...
 
 class ArrayArray(_message.Message):
-    __slots__ = ["data", "element_type"]
+    __slots__ = ("data", "element_type")
     DATA_FIELD_NUMBER: _ClassVar[int]
     ELEMENT_TYPE_FIELD_NUMBER: _ClassVar[int]
     data: _containers.RepeatedCompositeFieldContainer[ScalarField]
     element_type: DataType
     def __init__(self, data: _Optional[_Iterable[_Union[ScalarField, _Mapping]]] = ..., element_type: _Optional[_Union[DataType, str]] = ...) -> None: ...
 
 class JSONArray(_message.Message):
-    __slots__ = ["data"]
+    __slots__ = ("data",)
     DATA_FIELD_NUMBER: _ClassVar[int]
     data: _containers.RepeatedScalarFieldContainer[bytes]
     def __init__(self, data: _Optional[_Iterable[bytes]] = ...) -> None: ...
 
 class ValueField(_message.Message):
-    __slots__ = ["bool_data", "int_data", "long_data", "float_data", "double_data", "string_data", "bytes_data"]
+    __slots__ = ("bool_data", "int_data", "long_data", "float_data", "double_data", "string_data", "bytes_data")
     BOOL_DATA_FIELD_NUMBER: _ClassVar[int]
     INT_DATA_FIELD_NUMBER: _ClassVar[int]
     LONG_DATA_FIELD_NUMBER: _ClassVar[int]
@@ -173,7 +173,7 @@ class ValueField(_message.Message):
     def __init__(self, bool_data: bool = ..., int_data: _Optional[int] = ..., long_data: _Optional[int] = ..., float_data: _Optional[float] = ..., double_data: _Optional[float] = ..., string_data: _Optional[str] = ..., bytes_data: _Optional[bytes] = ...) -> None: ...
 
 class ScalarField(_message.Message):
-    __slots__ = ["bool_data", "int_data", "long_data", "float_data", "double_data", "string_data", "bytes_data", "array_data", "json_data"]
+    __slots__ = ("bool_data", "int_data", "long_data", "float_data", "double_data", "string_data", "bytes_data", "array_data", "json_data")
     BOOL_DATA_FIELD_NUMBER: _ClassVar[int]
     INT_DATA_FIELD_NUMBER: _ClassVar[int]
     LONG_DATA_FIELD_NUMBER: _ClassVar[int]
@@ -195,7 +195,7 @@ class ScalarField(_message.Message):
     def __init__(self, bool_data: _Optional[_Union[BoolArray, _Mapping]] = ..., int_data: _Optional[_Union[IntArray, _Mapping]] = ..., long_data: _Optional[_Union[LongArray, _Mapping]] = ..., float_data: _Optional[_Union[FloatArray, _Mapping]] = ..., double_data: _Optional[_Union[DoubleArray, _Mapping]] = ..., string_data: _Optional[_Union[StringArray, _Mapping]] = ..., bytes_data: _Optional[_Union[BytesArray, _Mapping]] = ..., array_data: _Optional[_Union[ArrayArray, _Mapping]] = ..., json_data: _Optional[_Union[JSONArray, _Mapping]] = ...) -> None: ...
 
 class VectorField(_message.Message):
-    __slots__ = ["dim", "float_vector", "binary_vector", "float16_vector", "bfloat16_vector"]
+    __slots__ = ("dim", "float_vector", "binary_vector", "float16_vector", "bfloat16_vector")
     DIM_FIELD_NUMBER: _ClassVar[int]
     FLOAT_VECTOR_FIELD_NUMBER: _ClassVar[int]
     BINARY_VECTOR_FIELD_NUMBER: _ClassVar[int]
@@ -209,7 +209,7 @@ class VectorField(_message.Message):
     def __init__(self, dim: _Optional[int] = ..., float_vector: _Optional[_Union[FloatArray, _Mapping]] = ..., binary_vector: _Optional[bytes] = ..., float16_vector: _Optional[bytes] = ..., bfloat16_vector: _Optional[bytes] = ...) -> None: ...
 
 class FieldData(_message.Message):
-    __slots__ = ["type", "field_name", "scalars", "vectors", "field_id", "is_dynamic"]
+    __slots__ = ("type", "field_name", "scalars", "vectors", "field_id", "is_dynamic")
     TYPE_FIELD_NUMBER: _ClassVar[int]
     FIELD_NAME_FIELD_NUMBER: _ClassVar[int]
     SCALARS_FIELD_NUMBER: _ClassVar[int]
@@ -225,15 +225,15 @@ class FieldData(_message.Message):
     def __init__(self, type: _Optional[_Union[DataType, str]] = ..., field_name: _Optional[str] = ..., scalars: _Optional[_Union[ScalarField, _Mapping]] = ..., vectors: _Optional[_Union[VectorField, _Mapping]] = ..., field_id: _Optional[int] = ..., is_dynamic: bool = ...) -> None: ...
 
 class IDs(_message.Message):
-    __slots__ = ["int_id", "str_id"]
+    __slots__ = ("int_id", "str_id")
     INT_ID_FIELD_NUMBER: _ClassVar[int]
     STR_ID_FIELD_NUMBER: _ClassVar[int]
     int_id: LongArray
     str_id: StringArray
     def __init__(self, int_id: _Optional[_Union[LongArray, _Mapping]] = ..., str_id: _Optional[_Union[StringArray, _Mapping]] = ...) -> None: ...
 
 class SearchResultData(_message.Message):
-    __slots__ = ["num_queries", "top_k", "fields_data", "scores", "ids", "topks", "output_fields", "group_by_field_value"]
+    __slots__ = ("num_queries", "top_k", "fields_data", "scores", "ids", "topks", "output_fields", "group_by_field_value")
     NUM_QUERIES_FIELD_NUMBER: _ClassVar[int]
     TOP_K_FIELD_NUMBER: _ClassVar[int]
     FIELDS_DATA_FIELD_NUMBER: _ClassVar[int]
@@ -253,21 +253,21 @@ class SearchResultData(_message.Message):
     def __init__(self, num_queries: _Optional[int] = ..., top_k: _Optional[int] = ..., fields_data: _Optional[_Iterable[_Union[FieldData, _Mapping]]] = ..., scores: _Optional[_Iterable[float]] = ..., ids: _Optional[_Union[IDs, _Mapping]] = ..., topks: _Optional[_Iterable[int]] = ..., output_fields: _Optional[_Iterable[str]] = ..., group_by_field_value: _Optional[_Union[FieldData, _Mapping]] = ...) -> None: ...
 
 class VectorClusteringInfo(_message.Message):
-    __slots__ = ["field", "centroid"]
+    __slots__ = ("field", "centroid")
     FIELD_FIELD_NUMBER: _ClassVar[int]
     CENTROID_FIELD_NUMBER: _ClassVar[int]
     field: str
     centroid: VectorField
     def __init__(self, field: _Optional[str] = ..., centroid: _Optional[_Union[VectorField, _Mapping]] = ...) -> None: ...
 
 class ScalarClusteringInfo(_message.Message):
-    __slots__ = ["field"]
+    __slots__ = ("field",)
     FIELD_FIELD_NUMBER: _ClassVar[int]
     field: str
     def __init__(self, field: _Optional[str] = ...) -> None: ...
 
 class ClusteringInfo(_message.Message):
-    __slots__ = ["vector_clustering_infos", "scalar_clustering_infos"]
+    __slots__ = ("vector_clustering_infos", "scalar_clustering_infos")
     VECTOR_CLUSTERING_INFOS_FIELD_NUMBER: _ClassVar[int]
     SCALAR_CLUSTERING_INFOS_FIELD_NUMBER: _ClassVar[int]
     vector_clustering_infos: _containers.RepeatedCompositeFieldContainer[VectorClusteringInfo]

pyproject.toml

@@ -17,7 +17,8 @@ requires-python = '>=3.8'
 description = "Python Sdk for Milvus"
 readme = "README.md"
 dependencies=[
-    "grpcio>=1.49.1,<=1.58.0",
+    "setuptools >= 67", # python3.12 pkg_resources
+    "grpcio>=1.49.1,<=1.60.0",
     "protobuf>=3.20.0",
     "environs<=9.5.0",
     "ujson>=2.0.0",

requirements.txt

@@ -2,10 +2,10 @@ build==0.4.0
 certifi==2023.7.22
 chardet==4.0.0
 environs==9.5.0
-grpcio==1.56.2
-grpcio-testing==1.56.2
-grpcio-tools==1.56.2
-protobuf>=3.17.1
+grpcio==1.60.0
+grpcio-testing==1.60.0
+grpcio-tools==1.60.0
+protobuf==4.25.2
 idna==2.10
 packaging==20.9
 pep517==0.10.0
@@ -30,8 +30,8 @@ sphinxcontrib-prettyspecialmethods
 tqdm==4.65.0
 pyarrow>=12.0.0
 pytest>=5.3.4
-pytest-cov==2.8.1
-pytest-timeout==1.3.4
+pytest-cov>=2.8.1
+pytest-timeout>=1.3.4
 pandas>=1.1.5
 ruff
 black

test_requirements.txt

@@ -1,7 +1,7 @@
 pytest>=5.3.4
-pytest-cov==2.8.1
-pytest-timeout==1.3.4
-grpcio-testing
+pytest-cov>=2.8.1
+pytest-timeout>=1.3.4
+grpcio-testing==1.60.0
 sklearn==0.0
 ruff
 black

tests/test_create_collection.py

@@ -66,15 +66,15 @@ class TestCreateCollection:
     def collection_name(self):
         return f"test_collection_{random.randint(100000, 999999)}"
 
-    def setup(self) -> None:
+    def setup_method(self) -> None:
         self._real_time = grpc_testing.strict_real_time()
         self._real_time_channel = grpc_testing.channel(
             milvus_pb2.DESCRIPTOR.services_by_name.values(), self._real_time
         )
         self._servicer = milvus_pb2.DESCRIPTOR.services_by_name["MilvusService"]
         self._milvus = Milvus(channel=self._real_time_channel)
 
-    def teardown(self) -> None:
+    def teardown_method(self) -> None:
         pass
 
     def test_create_collection(self, collection_name):