Source code for nvflare.fuel.utils.fobs.decomposer

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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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#     http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writing, software
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from abc import ABC, abstractmethod
from typing import Any, Type, TypeVar

# Generic type supported by the decomposer.
T = TypeVar("T")


[docs]class Decomposer(ABC): """Abstract base class for decomposers. Every class to be serialized by FOBS must register a decomposer which is a concrete subclass of this class. """
[docs] @staticmethod @abstractmethod def supported_type() -> Type[T]: """Returns the type/class supported by this decomposer. Returns: The class (not instance) of supported type """ pass
[docs] @abstractmethod def decompose(self, target: T) -> Any: """Decompose the target into types supported by msgpack or classes with decomposers registered. Msgpack supports primitives, bytes, memoryview, lists, dicts. Args: target: The instance to be serialized Returns: The decomposed serializable objects """ pass
[docs] @abstractmethod def recompose(self, data: Any) -> T: """Reconstruct the object from decomposed components. Args: data: The decomposed components Returns: The reconstructed object """ pass