docarray.array.storage.redis.backend module

class docarray.array.storage.redis.backend.RedisConfig(n_dim, host='localhost', port=6379, index_name=None, list_like=True, update_schema=True, distance='COSINE', redis_config=<factory>, index_text=False, tag_indices=<factory>, language=None, batch_size=64, method='HNSW', ef_construction=None, m=None, ef_runtime=None, block_size=None, initial_cap=None, columns=None, root_id=True)

Bases: object

n_dim: int

host: str = 'localhost'

port: int = 6379

index_name: Optional[str] = None

list_like: bool = True

update_schema: bool = True

distance: str = 'COSINE'

redis_config: Dict[str, Any]

index_text: bool = False

tag_indices: List[str]

language: Optional[str] = None

batch_size: int = 64

method: str = 'HNSW'

ef_construction: Optional[int] = None

m: Optional[int] = None

ef_runtime: Optional[int] = None

block_size: Optional[int] = None

initial_cap: Optional[int] = None

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

root_id: bool = True

class docarray.array.storage.redis.backend.BackendMixin

Bases: BaseBackendMixin

Provide necessary functions to enable this storage backend.

TYPE_MAP: Dict[str, TypeMap] = {'bytes': TypeMap(type='text', converter=<class 'redis.commands.search.field.TextField'>), 'double': TypeMap(type='double', converter=<class 'redis.commands.search.field.NumericField'>), 'float': TypeMap(type='float', converter=<class 'redis.commands.search.field.NumericField'>), 'geo': TypeMap(type='geo', converter=<class 'redis.commands.search.field.GeoField'>), 'int': TypeMap(type='integer', converter=<class 'redis.commands.search.field.NumericField'>), 'long': TypeMap(type='long', converter=<class 'redis.commands.search.field.NumericField'>), 'str': TypeMap(type='text', converter=<class 'redis.commands.search.field.TextField'>)}