serialzy 0.0.14

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serialzy

Serialzy is a library for python objects serialization into portable and interoperable data formats (if possible).

Examples

Serialization:

from serialzy.registry import DefaultSerializerRegistry

obj = MyObjToSerialize()

registry = DefaultSerializerRegistry()
serializer = registry.find_serializer_by_type(type(obj))
with open('result', 'wb') as file:
    serializer.serialize(obj, file)

Deserialization:

with open('result', 'rb') as file:
    deserialized_obj = serializer.deserialize(file)

Serializers can be stable (with portable data formats) or unstable, e.g., cloudpickle:

serializer.stable()

List of supported libraries for stable serialization:

Library	Types	Data format
CatBoost	CatBoostRegressor, CatBoostClassifier, CatBoostRanker	cbm
CatBoost	Pool	quantized pool