Source code for nvflare.app_common.abstract.learnable

# Copyright (c) 2021, NVIDIA CORPORATION.  All rights reserved.
#
# 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
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
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# from __future__ import annotations
from nvflare.fuel.utils import fobs


[docs]class Learnable(dict):
[docs] def is_empty(self): return False
[docs] def to_bytes(self) -> bytes: """Method to serialize the Learnable object into bytes. Returns: object serialized in bytes. """ return fobs.dumps(self)
[docs] @classmethod def from_bytes(cls, data: bytes): """Method to convert the object bytes into Learnable object. Args: data: a bytes object Returns: an object loaded by FOBS from data """ return fobs.loads(data)