CPM-9G-8B/FM_9G/fm9g/dataset/serializer.py

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2024-07-15 14:27:10 +08:00
# coding=utf-8
# Copyright 2020 The OpenBMB team. 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
# limitations under the License.
2024-02-27 14:33:33 +08:00
import json
import pickle
class Serializer:
def __init__(self) -> None:
pass
def serialize(self, obj) -> bytes:
raise NotImplementedError()
def deserialize(self, data: bytes):
raise NotImplementedError()
class PickleSerializer(Serializer):
def __init__(self) -> None:
pass
def serialize(self, obj) -> bytes:
return pickle.dumps(obj)
def deserialize(self, data: bytes):
return pickle.loads(data)
class JsonSerializer(Serializer):
def __init__(self) -> None:
pass
def serialize(self, obj) -> bytes:
return json.dumps(obj, ensure_ascii=False).encode("utf-8")
def deserialize(self, data: bytes):
return json.loads(data.decode("utf-8"))
class RawSerializer(Serializer):
def __init__(self) -> None:
pass
def serialize(self, obj) -> bytes:
return obj
def deserialize(self, data: bytes):
return data