docarray.array.storage.milvus.backend module

class docarray.array.storage.milvus.backend.MilvusConfig(n_dim, collection_name=None, host='localhost', port=19530, distance='IP', index_type='HNSW', index_params=<factory>, collection_config=<factory>, serialize_config=<factory>, consistency_level='Session', batch_size=-1, columns=None, list_like=True, root_id=True)

Bases: object

n_dim: int

collection_name: str = None

host: str = 'localhost'

port: Optional[Union[str, int]] = 19530

distance: str = 'IP'

index_type: str = 'HNSW'

index_params: Dict

collection_config: Dict

serialize_config: Dict

consistency_level: str = 'Session'

batch_size: int = -1

columns: Optional[Union[List[Tuple[str, str]], Dict[str, str]]] = None

list_like: bool = True

root_id: bool = True

class docarray.array.storage.milvus.backend.BackendMixin

Bases: BaseBackendMixin

TYPE_MAP: Dict[str, TypeMap] = {'bool': TypeMap(type=<DataType.BOOL: 1>, converter=<class 'bool'>), 'double': TypeMap(type=<DataType.DOUBLE: 11>, converter=<class 'float'>), 'float': TypeMap(type=<DataType.DOUBLE: 11>, converter=<class 'float'>), 'int': TypeMap(type=<DataType.INT64: 5>, converter=<function _safe_cast_int>), 'str': TypeMap(type=<DataType.VARCHAR: 21>, converter=<class 'str'>)}

loaded_collection(collection=None)

Context manager to load a collection and release it after the context is exited. If the collection is already loaded when entering, it will not be released while exiting.

Parameters:

collection – the collection to load. If None, the main collection of this indexer is used.

Returns:

Context manager for the provided collection.