nannyml.io.store.serializers module
- class nannyml.io.store.serializers.JoblibPickleSerializer[source]
Bases:
nannyml.io.store.serializers.Serializer
A serializer based on the joblib pickling library.
Examples
>>> ser = JoblibPickleSerializer() >>> b = ser.serialize(obj=calc) >>> loaded_calc = ser.deserialize(bytez=b)
- class nannyml.io.store.serializers.PickleSerializer[source]
Bases:
nannyml.io.store.serializers.Serializer
A serializer based on the standard pickle library.
Examples
>>> ser = PickleSerializer() >>> b = ser.serialize(obj=calc) >>> loaded_calc = ser.deserialize(bytez=b)
- class nannyml.io.store.serializers.Serializer[source]
Bases:
abc.ABC
Abstract class for converting objects into bytes and the other way around.
- deserialize(bytez: bytes, *args, **kwargs) object [source]
Convert bytes back into an object
- Parameters
bytez (bytes) – The bytes to convert into an object
args (List[Any]) – Any arguments used to control the deserialization.
kwargs (Dict[str, Any]) – Any keyword arguments used to control the deserialization.
- Returns
obj – The object that was in the byte representation.
- Return type
object
- serialize(obj, *args, **kwargs) bytes [source]
Convert an object into bytes.
- Parameters
obj (object) – The object to be converted.
args (List[Any]) – Any arguments used to control the serialization.
kwargs (Dict[str, Any]) – Any keyword arguments used to control the serialization.
- Returns
bytez – The byte representation of the given object
- Return type
bytes
- Raises
SerializeException – when an unexpected exception occurs during serialization.: